Bitcoin Exchange Cryptocurrency Exchange Binance

Why i’m bullish on Zilliqa (long read)

Edit: TL;DR added in the comments
 
Hey all, I've been researching coins since 2017 and have gone through 100s of them in the last 3 years. I got introduced to blockchain via Bitcoin of course, analyzed Ethereum thereafter and from that moment I have a keen interest in smart contact platforms. I’m passionate about Ethereum but I find Zilliqa to have a better risk-reward ratio. Especially because Zilliqa has found an elegant balance between being secure, decentralized and scalable in my opinion.
 
Below I post my analysis of why from all the coins I went through I’m most bullish on Zilliqa (yes I went through Tezos, EOS, NEO, VeChain, Harmony, Algorand, Cardano etc.). Note that this is not investment advice and although it's a thorough analysis there is obviously some bias involved. Looking forward to what you all think!
 
Fun fact: the name Zilliqa is a play on ‘silica’ silicon dioxide which means “Silicon for the high-throughput consensus computer.”
 
This post is divided into (i) Technology, (ii) Business & Partnerships, and (iii) Marketing & Community. I’ve tried to make the technology part readable for a broad audience. If you’ve ever tried understanding the inner workings of Bitcoin and Ethereum you should be able to grasp most parts. Otherwise, just skim through and once you are zoning out head to the next part.
 
Technology and some more:
 
Introduction
 
The technology is one of the main reasons why I’m so bullish on Zilliqa. First thing you see on their website is: “Zilliqa is a high-performance, high-security blockchain platform for enterprises and next-generation applications.” These are some bold statements.
 
Before we deep dive into the technology let’s take a step back in time first as they have quite the history. The initial research paper from which Zilliqa originated dates back to August 2016: Elastico: A Secure Sharding Protocol For Open Blockchains where Loi Luu (Kyber Network) is one of the co-authors. Other ideas that led to the development of what Zilliqa has become today are: Bitcoin-NG, collective signing CoSi, ByzCoin and Omniledger.
 
The technical white paper was made public in August 2017 and since then they have achieved everything stated in the white paper and also created their own open source intermediate level smart contract language called Scilla (functional programming language similar to OCaml) too.
 
Mainnet is live since the end of January 2019 with daily transaction rates growing continuously. About a week ago mainnet reached 5 million transactions, 500.000+ addresses in total along with 2400 nodes keeping the network decentralized and secure. Circulating supply is nearing 11 billion and currently only mining rewards are left. The maximum supply is 21 billion with annual inflation being 7.13% currently and will only decrease with time.
 
Zilliqa realized early on that the usage of public cryptocurrencies and smart contracts were increasing but decentralized, secure, and scalable alternatives were lacking in the crypto space. They proposed to apply sharding onto a public smart contract blockchain where the transaction rate increases almost linear with the increase in the amount of nodes. More nodes = higher transaction throughput and increased decentralization. Sharding comes in many forms and Zilliqa uses network-, transaction- and computational sharding. Network sharding opens up the possibility of using transaction- and computational sharding on top. Zilliqa does not use state sharding for now. We’ll come back to this later.
 
Before we continue dissecting how Zilliqa achieves such from a technological standpoint it’s good to keep in mind that a blockchain being decentralised and secure and scalable is still one of the main hurdles in allowing widespread usage of decentralised networks. In my opinion this needs to be solved first before blockchains can get to the point where they can create and add large scale value. So I invite you to read the next section to grasp the underlying fundamentals. Because after all these premises need to be true otherwise there isn’t a fundamental case to be bullish on Zilliqa, right?
 
Down the rabbit hole
 
How have they achieved this? Let’s define the basics first: key players on Zilliqa are the users and the miners. A user is anybody who uses the blockchain to transfer funds or run smart contracts. Miners are the (shard) nodes in the network who run the consensus protocol and get rewarded for their service in Zillings (ZIL). The mining network is divided into several smaller networks called shards, which is also referred to as ‘network sharding’. Miners subsequently are randomly assigned to a shard by another set of miners called DS (Directory Service) nodes. The regular shards process transactions and the outputs of these shards are eventually combined by the DS shard as they reach consensus on the final state. More on how these DS shards reach consensus (via pBFT) will be explained later on.
 
The Zilliqa network produces two types of blocks: DS blocks and Tx blocks. One DS Block consists of 100 Tx Blocks. And as previously mentioned there are two types of nodes concerned with reaching consensus: shard nodes and DS nodes. Becoming a shard node or DS node is being defined by the result of a PoW cycle (Ethash) at the beginning of the DS Block. All candidate mining nodes compete with each other and run the PoW (Proof-of-Work) cycle for 60 seconds and the submissions achieving the highest difficulty will be allowed on the network. And to put it in perspective: the average difficulty for one DS node is ~ 2 Th/s equaling 2.000.000 Mh/s or 55 thousand+ GeForce GTX 1070 / 8 GB GPUs at 35.4 Mh/s. Each DS Block 10 new DS nodes are allowed. And a shard node needs to provide around 8.53 GH/s currently (around 240 GTX 1070s). Dual mining ETH/ETC and ZIL is possible and can be done via mining software such as Phoenix and Claymore. There are pools and if you have large amounts of hashing power (Ethash) available you could mine solo.
 
The PoW cycle of 60 seconds is a peak performance and acts as an entry ticket to the network. The entry ticket is called a sybil resistance mechanism and makes it incredibly hard for adversaries to spawn lots of identities and manipulate the network with these identities. And after every 100 Tx Blocks which corresponds to roughly 1,5 hour this PoW process repeats. In between these 1,5 hour, no PoW needs to be done meaning Zilliqa’s energy consumption to keep the network secure is low. For more detailed information on how mining works click here.
Okay, hats off to you. You have made it this far. Before we go any deeper down the rabbit hole we first must understand why Zilliqa goes through all of the above technicalities and understand a bit more what a blockchain on a more fundamental level is. Because the core of Zilliqa’s consensus protocol relies on the usage of pBFT (practical Byzantine Fault Tolerance) we need to know more about state machines and their function. Navigate to Viewblock, a Zilliqa block explorer, and just come back to this article. We will use this site to navigate through a few concepts.
 
We have established that Zilliqa is a public and distributed blockchain. Meaning that everyone with an internet connection can send ZILs, trigger smart contracts, etc. and there is no central authority who fully controls the network. Zilliqa and other public and distributed blockchains (like Bitcoin and Ethereum) can also be defined as state machines.
 
Taking the liberty of paraphrasing examples and definitions given by Samuel Brooks’ medium article, he describes the definition of a blockchain (like Zilliqa) as: “A peer-to-peer, append-only datastore that uses consensus to synchronize cryptographically-secure data”.
 
Next, he states that: "blockchains are fundamentally systems for managing valid state transitions”. For some more context, I recommend reading the whole medium article to get a better grasp of the definitions and understanding of state machines. Nevertheless, let’s try to simplify and compile it into a single paragraph. Take traffic lights as an example: all its states (red, amber, and green) are predefined, all possible outcomes are known and it doesn’t matter if you encounter the traffic light today or tomorrow. It will still behave the same. Managing the states of a traffic light can be done by triggering a sensor on the road or pushing a button resulting in one traffic lights’ state going from green to red (via amber) and another light from red to green.
 
With public blockchains like Zilliqa, this isn’t so straightforward and simple. It started with block #1 almost 1,5 years ago and every 45 seconds or so a new block linked to the previous block is being added. Resulting in a chain of blocks with transactions in it that everyone can verify from block #1 to the current #647.000+ block. The state is ever changing and the states it can find itself in are infinite. And while the traffic light might work together in tandem with various other traffic lights, it’s rather insignificant comparing it to a public blockchain. Because Zilliqa consists of 2400 nodes who need to work together to achieve consensus on what the latest valid state is while some of these nodes may have latency or broadcast issues, drop offline or are deliberately trying to attack the network, etc.
 
Now go back to the Viewblock page take a look at the amount of transaction, addresses, block and DS height and then hit refresh. Obviously as expected you see new incremented values on one or all parameters. And how did the Zilliqa blockchain manage to transition from a previous valid state to the latest valid state? By using pBFT to reach consensus on the latest valid state.
 
After having obtained the entry ticket, miners execute pBFT to reach consensus on the ever-changing state of the blockchain. pBFT requires a series of network communication between nodes, and as such there is no GPU involved (but CPU). Resulting in the total energy consumed to keep the blockchain secure, decentralized and scalable being low.
 
pBFT stands for practical Byzantine Fault Tolerance and is an optimization on the Byzantine Fault Tolerant algorithm. To quote Blockonomi: “In the context of distributed systems, Byzantine Fault Tolerance is the ability of a distributed computer network to function as desired and correctly reach a sufficient consensus despite malicious components (nodes) of the system failing or propagating incorrect information to other peers.” Zilliqa is such a distributed computer network and depends on the honesty of the nodes (shard and DS) to reach consensus and to continuously update the state with the latest block. If pBFT is a new term for you I can highly recommend the Blockonomi article.
 
The idea of pBFT was introduced in 1999 - one of the authors even won a Turing award for it - and it is well researched and applied in various blockchains and distributed systems nowadays. If you want more advanced information than the Blockonomi link provides click here. And if you’re in between Blockonomi and the University of Singapore read the Zilliqa Design Story Part 2 dating from October 2017.
Quoting from the Zilliqa tech whitepaper: “pBFT relies upon a correct leader (which is randomly selected) to begin each phase and proceed when the sufficient majority exists. In case the leader is byzantine it can stall the entire consensus protocol. To address this challenge, pBFT offers a view change protocol to replace the byzantine leader with another one.”
 
pBFT can tolerate ⅓ of the nodes being dishonest (offline counts as Byzantine = dishonest) and the consensus protocol will function without stalling or hiccups. Once there are more than ⅓ of dishonest nodes but no more than ⅔ the network will be stalled and a view change will be triggered to elect a new DS leader. Only when more than ⅔ of the nodes are dishonest (66%) double-spend attacks become possible.
 
If the network stalls no transactions can be processed and one has to wait until a new honest leader has been elected. When the mainnet was just launched and in its early phases, view changes happened regularly. As of today the last stalling of the network - and view change being triggered - was at the end of October 2019.
 
Another benefit of using pBFT for consensus besides low energy is the immediate finality it provides. Once your transaction is included in a block and the block is added to the chain it’s done. Lastly, take a look at this article where three types of finality are being defined: probabilistic, absolute and economic finality. Zilliqa falls under the absolute finality (just like Tendermint for example). Although lengthy already we skipped through some of the inner workings from Zilliqa’s consensus: read the Zilliqa Design Story Part 3 and you will be close to having a complete picture on it. Enough about PoW, sybil resistance mechanism, pBFT, etc. Another thing we haven’t looked at yet is the amount of decentralization.
 
Decentralisation
 
Currently, there are four shards, each one of them consisting of 600 nodes. 1 shard with 600 so-called DS nodes (Directory Service - they need to achieve a higher difficulty than shard nodes) and 1800 shard nodes of which 250 are shard guards (centralized nodes controlled by the team). The amount of shard guards has been steadily declining from 1200 in January 2019 to 250 as of May 2020. On the Viewblock statistics, you can see that many of the nodes are being located in the US but those are only the (CPU parts of the) shard nodes who perform pBFT. There is no data from where the PoW sources are coming. And when the Zilliqa blockchain starts reaching its transaction capacity limit, a network upgrade needs to be executed to lift the current cap of maximum 2400 nodes to allow more nodes and formation of more shards which will allow to network to keep on scaling according to demand.
Besides shard nodes there are also seed nodes. The main role of seed nodes is to serve as direct access points (for end-users and clients) to the core Zilliqa network that validates transactions. Seed nodes consolidate transaction requests and forward these to the lookup nodes (another type of nodes) for distribution to the shards in the network. Seed nodes also maintain the entire transaction history and the global state of the blockchain which is needed to provide services such as block explorers. Seed nodes in the Zilliqa network are comparable to Infura on Ethereum.
 
The seed nodes were first only operated by Zilliqa themselves, exchanges and Viewblock. Operators of seed nodes like exchanges had no incentive to open them for the greater public. They were centralised at first. Decentralisation at the seed nodes level has been steadily rolled out since March 2020 ( Zilliqa Improvement Proposal 3 ). Currently the amount of seed nodes is being increased, they are public-facing and at the same time PoS is applied to incentivize seed node operators and make it possible for ZIL holders to stake and earn passive yields. Important distinction: seed nodes are not involved with consensus! That is still PoW as entry ticket and pBFT for the actual consensus.
 
5% of the block rewards are being assigned to seed nodes (from the beginning in 2019) and those are being used to pay out ZIL stakers. The 5% block rewards with an annual yield of 10.03% translate to roughly 610 MM ZILs in total that can be staked. Exchanges use the custodial variant of staking and wallets like Moonlet will use the non-custodial version (starting in Q3 2020). Staking is being done by sending ZILs to a smart contract created by Zilliqa and audited by Quantstamp.
 
With a high amount of DS; shard nodes and seed nodes becoming more decentralized too, Zilliqa qualifies for the label of decentralized in my opinion.
 
Smart contracts
 
Let me start by saying I’m not a developer and my programming skills are quite limited. So I‘m taking the ELI5 route (maybe 12) but if you are familiar with Javascript, Solidity or specifically OCaml please head straight to Scilla - read the docs to get a good initial grasp of how Zilliqa’s smart contract language Scilla works and if you ask yourself “why another programming language?” check this article. And if you want to play around with some sample contracts in an IDE click here. The faucet can be found here. And more information on architecture, dapp development and API can be found on the Developer Portal.
If you are more into listening and watching: check this recent webinar explaining Zilliqa and Scilla. Link is time-stamped so you’ll start right away with a platform introduction, roadmap 2020 and afterwards a proper Scilla introduction.
 
Generalized: programming languages can be divided into being ‘object-oriented’ or ‘functional’. Here is an ELI5 given by software development academy: * “all programs have two basic components, data – what the program knows – and behavior – what the program can do with that data. So object-oriented programming states that combining data and related behaviors in one place, is called “object”, which makes it easier to understand how a particular program works. On the other hand, functional programming argues that data and behavior are different things and should be separated to ensure their clarity.” *
 
Scilla is on the functional side and shares similarities with OCaml: OCaml is a general-purpose programming language with an emphasis on expressiveness and safety. It has an advanced type system that helps catch your mistakes without getting in your way. It's used in environments where a single mistake can cost millions and speed matters, is supported by an active community, and has a rich set of libraries and development tools. For all its power, OCaml is also pretty simple, which is one reason it's often used as a teaching language.
 
Scilla is blockchain agnostic, can be implemented onto other blockchains as well, is recognized by academics and won a so-called Distinguished Artifact Award award at the end of last year.
 
One of the reasons why the Zilliqa team decided to create their own programming language focused on preventing smart contract vulnerabilities is that adding logic on a blockchain, programming, means that you cannot afford to make mistakes. Otherwise, it could cost you. It’s all great and fun blockchains being immutable but updating your code because you found a bug isn’t the same as with a regular web application for example. And with smart contracts, it inherently involves cryptocurrencies in some form thus value.
 
Another difference with programming languages on a blockchain is gas. Every transaction you do on a smart contract platform like Zilliqa or Ethereum costs gas. With gas you basically pay for computational costs. Sending a ZIL from address A to address B costs 0.001 ZIL currently. Smart contracts are more complex, often involve various functions and require more gas (if gas is a new concept click here ).
 
So with Scilla, similar to Solidity, you need to make sure that “every function in your smart contract will run as expected without hitting gas limits. An improper resource analysis may lead to situations where funds may get stuck simply because a part of the smart contract code cannot be executed due to gas limits. Such constraints are not present in traditional software systems”. Scilla design story part 1
 
Some examples of smart contract issues you’d want to avoid are: leaking funds, ‘unexpected changes to critical state variables’ (example: someone other than you setting his or her address as the owner of the smart contract after creation) or simply killing a contract.
 
Scilla also allows for formal verification. Wikipedia to the rescue: In the context of hardware and software systems, formal verification is the act of proving or disproving the correctness of intended algorithms underlying a system with respect to a certain formal specification or property, using formal methods of mathematics.
 
Formal verification can be helpful in proving the correctness of systems such as: cryptographic protocols, combinational circuits, digital circuits with internal memory, and software expressed as source code.
 
Scilla is being developed hand-in-hand with formalization of its semantics and its embedding into the Coq proof assistant — a state-of-the art tool for mechanized proofs about properties of programs.”
 
Simply put, with Scilla and accompanying tooling developers can be mathematically sure and proof that the smart contract they’ve written does what he or she intends it to do.
 
Smart contract on a sharded environment and state sharding
 
There is one more topic I’d like to touch on: smart contract execution in a sharded environment (and what is the effect of state sharding). This is a complex topic. I’m not able to explain it any easier than what is posted here. But I will try to compress the post into something easy to digest.
 
Earlier on we have established that Zilliqa can process transactions in parallel due to network sharding. This is where the linear scalability comes from. We can define simple transactions: a transaction from address A to B (Category 1), a transaction where a user interacts with one smart contract (Category 2) and the most complex ones where triggering a transaction results in multiple smart contracts being involved (Category 3). The shards are able to process transactions on their own without interference of the other shards. With Category 1 transactions that is doable, with Category 2 transactions sometimes if that address is in the same shard as the smart contract but with Category 3 you definitely need communication between the shards. Solving that requires to make a set of communication rules the protocol needs to follow in order to process all transactions in a generalised fashion.
 
And this is where the downsides of state sharding comes in currently. All shards in Zilliqa have access to the complete state. Yes the state size (0.1 GB at the moment) grows and all of the nodes need to store it but it also means that they don’t need to shop around for information available on other shards. Requiring more communication and adding more complexity. Computer science knowledge and/or developer knowledge required links if you want to dig further: Scilla - language grammar Scilla - Foundations for Verifiable Decentralised Computations on a Blockchain Gas Accounting NUS x Zilliqa: Smart contract language workshop
 
Easier to follow links on programming Scilla https://learnscilla.com/home Ivan on Tech
 
Roadmap / Zilliqa 2.0
 
There is no strict defined roadmap but here are topics being worked on. And via the Zilliqa website there is also more information on the projects they are working on.
 
Business & Partnerships
 
It’s not only technology in which Zilliqa seems to be excelling as their ecosystem has been expanding and starting to grow rapidly. The project is on a mission to provide OpenFinance (OpFi) to the world and Singapore is the right place to be due to its progressive regulations and futuristic thinking. Singapore has taken a proactive approach towards cryptocurrencies by introducing the Payment Services Act 2019 (PS Act). Among other things, the PS Act will regulate intermediaries dealing with certain cryptocurrencies, with a particular focus on consumer protection and anti-money laundering. It will also provide a stable regulatory licensing and operating framework for cryptocurrency entities, effectively covering all crypto businesses and exchanges based in Singapore. According to PWC 82% of the surveyed executives in Singapore reported blockchain initiatives underway and 13% of them have already brought the initiatives live to the market. There is also an increasing list of organizations that are starting to provide digital payment services. Moreover, Singaporean blockchain developers Building Cities Beyond has recently created an innovation $15 million grant to encourage development on its ecosystem. This all suggests that Singapore tries to position itself as (one of) the leading blockchain hubs in the world.
 
Zilliqa seems to already take advantage of this and recently helped launch Hg Exchange on their platform, together with financial institutions PhillipCapital, PrimePartners and Fundnel. Hg Exchange, which is now approved by the Monetary Authority of Singapore (MAS), uses smart contracts to represent digital assets. Through Hg Exchange financial institutions worldwide can use Zilliqa's safe-by-design smart contracts to enable the trading of private equities. For example, think of companies such as Grab, Airbnb, SpaceX that are not available for public trading right now. Hg Exchange will allow investors to buy shares of private companies & unicorns and capture their value before an IPO. Anquan, the main company behind Zilliqa, has also recently announced that they became a partner and shareholder in TEN31 Bank, which is a fully regulated bank allowing for tokenization of assets and is aiming to bridge the gap between conventional banking and the blockchain world. If STOs, the tokenization of assets, and equity trading will continue to increase, then Zilliqa’s public blockchain would be the ideal candidate due to its strategic positioning, partnerships, regulatory compliance and the technology that is being built on top of it.
 
What is also very encouraging is their focus on banking the un(der)banked. They are launching a stablecoin basket starting with XSGD. As many of you know, stablecoins are currently mostly used for trading. However, Zilliqa is actively trying to broaden the use case of stablecoins. I recommend everybody to read this text that Amrit Kumar wrote (one of the co-founders). These stablecoins will be integrated in the traditional markets and bridge the gap between the crypto world and the traditional world. This could potentially revolutionize and legitimise the crypto space if retailers and companies will for example start to use stablecoins for payments or remittances, instead of it solely being used for trading.
 
Zilliqa also released their DeFi strategic roadmap (dating November 2019) which seems to be aligning well with their OpFi strategy. A non-custodial DEX is coming to Zilliqa made by Switcheo which allows cross-chain trading (atomic swaps) between ETH, EOS and ZIL based tokens. They also signed a Memorandum of Understanding for a (soon to be announced) USD stablecoin. And as Zilliqa is all about regulations and being compliant, I’m speculating on it to be a regulated USD stablecoin. Furthermore, XSGD is already created and visible on block explorer and XIDR (Indonesian Stablecoin) is also coming soon via StraitsX. Here also an overview of the Tech Stack for Financial Applications from September 2019. Further quoting Amrit Kumar on this:
 
There are two basic building blocks in DeFi/OpFi though: 1) stablecoins as you need a non-volatile currency to get access to this market and 2) a dex to be able to trade all these financial assets. The rest are built on top of these blocks.
 
So far, together with our partners and community, we have worked on developing these building blocks with XSGD as a stablecoin. We are working on bringing a USD-backed stablecoin as well. We will soon have a decentralised exchange developed by Switcheo. And with HGX going live, we are also venturing into the tokenization space. More to come in the future.”
 
Additionally, they also have this ZILHive initiative that injects capital into projects. There have been already 6 waves of various teams working on infrastructure, innovation and research, and they are not from ASEAN or Singapore only but global: see Grantees breakdown by country. Over 60 project teams from over 20 countries have contributed to Zilliqa's ecosystem. This includes individuals and teams developing wallets, explorers, developer toolkits, smart contract testing frameworks, dapps, etc. As some of you may know, Unstoppable Domains (UD) blew up when they launched on Zilliqa. UD aims to replace cryptocurrency addresses with a human-readable name and allows for uncensorable websites. Zilliqa will probably be the only one able to handle all these transactions onchain due to ability to scale and its resulting low fees which is why the UD team launched this on Zilliqa in the first place. Furthermore, Zilliqa also has a strong emphasis on security, compliance, and privacy, which is why they partnered with companies like Elliptic, ChainSecurity (part of PwC Switzerland), and Incognito. Their sister company Aqilliz (Zilliqa spelled backwards) focuses on revolutionizing the digital advertising space and is doing interesting things like using Zilliqa to track outdoor digital ads with companies like Foodpanda.
 
Zilliqa is listed on nearly all major exchanges, having several different fiat-gateways and recently have been added to Binance’s margin trading and futures trading with really good volume. They also have a very impressive team with good credentials and experience. They don't just have “tech people”. They have a mix of tech people, business people, marketeers, scientists, and more. Naturally, it's good to have a mix of people with different skill sets if you work in the crypto space.
 
Marketing & Community
 
Zilliqa has a very strong community. If you just follow their Twitter their engagement is much higher for a coin that has approximately 80k followers. They also have been ‘coin of the day’ by LunarCrush many times. LunarCrush tracks real-time cryptocurrency value and social data. According to their data, it seems Zilliqa has a more fundamental and deeper understanding of marketing and community engagement than almost all other coins. While almost all coins have been a bit frozen in the last months, Zilliqa seems to be on its own bull run. It was somewhere in the 100s a few months ago and is currently ranked #46 on CoinGecko. Their official Telegram also has over 20k people and is very active, and their community channel which is over 7k now is more active and larger than many other official channels. Their local communities also seem to be growing.
 
Moreover, their community started ‘Zillacracy’ together with the Zilliqa core team ( see www.zillacracy.com ). It’s a community-run initiative where people from all over the world are now helping with marketing and development on Zilliqa. Since its launch in February 2020 they have been doing a lot and will also run their own non-custodial seed node for staking. This seed node will also allow them to start generating revenue for them to become a self sustaining entity that could potentially scale up to become a decentralized company working in parallel with the Zilliqa core team. Comparing it to all the other smart contract platforms (e.g. Cardano, EOS, Tezos etc.) they don't seem to have started a similar initiative (correct me if I’m wrong though). This suggests in my opinion that these other smart contract platforms do not fully understand how to utilize the ‘power of the community’. This is something you cannot ‘buy with money’ and gives many projects in the space a disadvantage.
 
Zilliqa also released two social products called SocialPay and Zeeves. SocialPay allows users to earn ZILs while tweeting with a specific hashtag. They have recently used it in partnership with the Singapore Red Cross for a marketing campaign after their initial pilot program. It seems like a very valuable social product with a good use case. I can see a lot of traditional companies entering the space through this product, which they seem to suggest will happen. Tokenizing hashtags with smart contracts to get network effect is a very smart and innovative idea.
 
Regarding Zeeves, this is a tipping bot for Telegram. They already have 1000s of signups and they plan to keep upgrading it for more and more people to use it (e.g. they recently have added a quiz features). They also use it during AMAs to reward people in real-time. It’s a very smart approach to grow their communities and get familiar with ZIL. I can see this becoming very big on Telegram. This tool suggests, again, that the Zilliqa team has a deeper understanding of what the crypto space and community needs and is good at finding the right innovative tools to grow and scale.
 
To be honest, I haven’t covered everything (i’m also reaching the character limited haha). So many updates happening lately that it's hard to keep up, such as the International Monetary Fund mentioning Zilliqa in their report, custodial and non-custodial Staking, Binance Margin, Futures, Widget, entering the Indian market, and more. The Head of Marketing Colin Miles has also released this as an overview of what is coming next. And last but not least, Vitalik Buterin has been mentioning Zilliqa lately acknowledging Zilliqa and mentioning that both projects have a lot of room to grow. There is much more info of course and a good part of it has been served to you on a silver platter. I invite you to continue researching by yourself :-) And if you have any comments or questions please post here!
submitted by haveyouheardaboutit to CryptoCurrency [link] [comments]

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

https://preview.redd.it/rqt2dldyg8e51.jpg?width=1044&format=pjpg&auto=webp&s=777ae9d4fbbb54c3540682b72700fc4ba3de0a44
We are excited to participate and present Syscoin Platform's ideal characteristics and capabilities towards a well-rounded Reddit Community Points solution!
Our scaling solution for Reddit Community Points involves 2-way peg interoperability with Ethereum. This will provide a scalable token layer built specifically for speed and high volumes of simple value transfers at a very low cost, while providing sovereign ownership and onchain finality.
Token transfers scale by taking advantage of a globally sorting mempool that provides for probabilistically secure assumptions of “as good as settled”. The opportunity here for token receivers is to have an app-layer interactivity on the speed/security tradeoff (99.9999% assurance within 10 seconds). We call this Z-DAG, and it achieves high-throughput across a mesh network topology presently composed of about 2,000 geographically dispersed full-nodes. Similar to Bitcoin, however, these nodes are incentivized to run full-nodes for the benefit of network security, through a bonded validator scheme. These nodes do not participate in the consensus of transactions or block validation any differently than other nodes and therefore do not degrade the security model of Bitcoin’s validate first then trust, across every node. Each token transfer settles on-chain. The protocol follows Bitcoin core policies so it has adequate code coverage and protocol hardening to be qualified as production quality software. It shares a significant portion of Bitcoin’s own hashpower through merged-mining.
This platform as a whole can serve token microtransactions, larger settlements, and store-of-value in an ideal fashion, providing probabilistic scalability whilst remaining decentralized according to Bitcoin design. It is accessible to ERC-20 via a permissionless and trust-minimized bridge that works in both directions. The bridge and token platform are currently available on the Syscoin mainnet. This has been gaining recent attention for use by loyalty point programs and stablecoins such as Binance USD.

Solutions

Syscoin Foundation identified a few paths for Reddit to leverage this infrastructure, each with trade-offs. The first provides the most cost-savings and scaling benefits at some sacrifice of token autonomy. The second offers more preservation of autonomy with a more narrow scope of cost savings than the first option, but savings even so. The third introduces more complexity than the previous two yet provides the most overall benefits. We consider the third as most viable as it enables Reddit to benefit even while retaining existing smart contract functionality. We will focus on the third option, and include the first two for good measure.
  1. Distribution, burns and user-to-user transfers of Reddit Points are entirely carried out on the Syscoin network. This full-on approach to utilizing the Syscoin network provides the most scalability and transaction cost benefits of these scenarios. The tradeoff here is distribution and subscription handling likely migrating away from smart contracts into the application layer.
  2. The Reddit Community Points ecosystem can continue to use existing smart contracts as they are used today on the Ethereum mainchain. Users migrate a portion of their tokens to Syscoin, the scaling network, to gain much lower fees, scalability, and a proven base layer, without sacrificing sovereign ownership. They would use Syscoin for user-to-user transfers. Tips redeemable in ten seconds or less, a high-throughput relay network, and onchain settlement at a block target of 60 seconds.
  3. Integration between Matic Network and Syscoin Platform - similar to Syscoin’s current integration with Ethereum - will provide Reddit Community Points with EVM scalability (including the Memberships ERC777 operator) on the Matic side, and performant simple value transfers, robust decentralized security, and sovereign store-of-value on the Syscoin side. It’s “the best of both worlds”. The trade-off is more complex interoperability.

Syscoin + Matic Integration

Matic and Blockchain Foundry Inc, the public company formed by the founders of Syscoin, recently entered a partnership for joint research and business development initiatives. This is ideal for all parties as Matic Network and Syscoin Platform provide complementary utility. Syscoin offers characteristics for sovereign ownership and security based on Bitcoin’s time-tested model, and shares a significant portion of Bitcoin’s own hashpower. Syscoin’s focus is on secure and scalable simple value transfers, trust-minimized interoperability, and opt-in regulatory compliance for tokenized assets rather than scalability for smart contract execution. On the other hand, Matic Network can provide scalable EVM for smart contract execution. Reddit Community Points can benefit from both.
Syscoin + Matic integration is actively being explored by both teams, as it is helpful to Reddit, Ethereum, and the industry as a whole.

Proving Performance & Cost Savings

Our POC focuses on 100,000 on-chain settlements of token transfers on the Syscoin Core blockchain. Transfers and burns perform equally with Syscoin. For POCs related to smart contracts (subscriptions, etc), refer to the Matic Network proposal.
On-chain settlement of 100k transactions was accomplished within roughly twelve minutes, well-exceeding Reddit’s expectation of five days. This was performed using six full-nodes operating on compute-optimized AWS c4.2xlarge instances which were geographically distributed (Virginia, London, Sao Paulo Brazil, Oregon, Singapore, Germany). A higher quantity of settlements could be reached within the same time-frame with more broadcasting nodes involved, or using hosts with more resources for faster execution of the process.
Addresses used: 100,014
The demonstration was executed using this tool. The results can be seen in the following blocks:
612722: https://sys1.bcfn.ca/block/6d47796d043bb4c508d29123e6ae81b051f5e0aaef849f253c8f3a6942a022ce
612723: https://sys1.bcfn.ca/block/8e2077f743461b90f80b4bef502f564933a8e04de97972901f3d65cfadcf1faf
612724: https://sys1.bcfn.ca/block/205436d25b1b499fce44c29567c5c807beaca915b83cc9f3c35b0d76dbb11f6e
612725: https://sys1.bcfn.ca/block/776d1b1a0f90f655a6bbdf559ff5072459cbdc5682d7615ff4b78c00babdc237
612726: https://sys1.bcfn.ca/block/de4df0994253742a1ac8ac9eec8d2a8c8b0a6d72c53d6f3caa29bb6c171b0a6b
612727: https://sys1.bcfn.ca/block/e5e167c52a9decb313fbaadf49a5e34cb490f8084f642a850385476d4ef10d70
612728: https://sys1.bcfn.ca/block/ab64d989edc71890e7b5b8491c20e9a27520dc45a5f7c776d3dae79057f59fe7
612729: https://sys1.bcfn.ca/block/5e8b7ecd0e36f99d07e4ea6e135fc952bf7ec30164ab6f4d1e98b0f2d405df6d
612730: https://sys1.bcfn.ca/block/d395df3d31dde60bbb0bece6bd5b358297da878f0beb96be389e5f0e043580a3
It is important to note that this POC is not focused on Z-DAG. The performance of Z-DAG has been benchmarked within realistic network conditions: Whiteblock’s audit is publicly available. Network latency tests showed an average TPS around 15k with burst capacity up to 61k. Zero-latency control group exhibited ~150k TPS. Mainnet testing of the Z-DAG network is achievable and will require further coordination and additional resources.
Even further optimizations are expected in the upcoming Syscoin Core release which will implement a UTXO model for our token layer bringing further efficiency as well as open the door to additional scaling technology currently under research by our team and academic partners. At present our token layer is account-based, similar to Ethereum. Opt-in compliance structures will also be introduced soon which will offer some positive performance characteristics as well. It makes the most sense to implement these optimizations before performing another benchmark for Z-DAG, especially on the mainnet considering the resources required to stress-test this network.

Cost Savings

Total cost for these 100k transactions: $0.63 USD
See the live fee comparison for savings estimation between transactions on Ethereum and Syscoin. Below is a snapshot at time of writing:
ETH price: $318.55 ETH gas price: 55.00 Gwei ($0.37)
Syscoin price: $0.11
Snapshot of live fee comparison chart
Z-DAG provides a more efficient fee-market. A typical Z-DAG transaction costs 0.0000582 SYS. Tokens can be safely redeemed/re-spent within seconds or allowed to settle on-chain beforehand. The costs should remain about this low for microtransactions.
Syscoin will achieve further reduction of fees and even greater scalability with offchain payment channels for assets, with Z-DAG as a resilience fallback. New payment channel technology is one of the topics under research by the Syscoin development team with our academic partners at TU Delft. In line with the calculation in the Lightning Networks white paper, payment channels using assets with Syscoin Core will bring theoretical capacity for each person on Earth (7.8 billion) to have five on-chain transactions per year, per person, without requiring anyone to enter a fee market (aka “wait for a block”). This exceeds the minimum LN expectation of two transactions per person, per year; one to exist on-chain and one to settle aggregated value.

Tools, Infrastructure & Documentation

Syscoin Bridge

Mainnet Demonstration of Syscoin Bridge with the Basic Attention Token ERC-20
A two-way blockchain interoperability system that uses Simple Payment Verification to enable:
  • Any Standard ERC-20 token to be moved from Ethereum to the Syscoin blockchain as a Syscoin Platform Token (SPT), and back to Ethereum
  • Any SPT to be moved from Syscoin to the Ethereum blockchain as an ERC-20 token, and back to Syscoin

Benefits

  • Permissionless
  • No counterparties involved
  • No trading mechanisms involved
  • No third-party liquidity providers required
  • Cross-chain Fractional Supply - 2-way peg - Token supply maintained globally
  • ERC-20s gain vastly improved transactionality with the Syscoin Token Platform, along with the security of bitcoin-core-compliant PoW.
  • SPTs gain access to all the tooling, applications and capabilities of Ethereum for ERC-20, including smart contracts.
https://preview.redd.it/l8t2m8ldh8e51.png?width=1180&format=png&auto=webp&s=b0a955a0181746dc79aff718bd0bf607d3c3aa23
https://preview.redd.it/26htnxzfh8e51.png?width=1180&format=png&auto=webp&s=d0383d3c2ee836c9f60b57eca35542e9545f741d

Source code

https://github.com/syscoin/?q=sysethereum
Main Subprojects

API

Tools to simplify using Syscoin Bridge as a service with dapps and wallets will be released some time after implementation of Syscoin Core 4.2. These will be based upon the same processes which are automated in the current live Sysethereum Dapp that is functioning with the Syscoin mainnet.

Documentation

Syscoin Bridge & How it Works (description and process flow)
Superblock Validation Battles
HOWTO: Provision the Bridge for your ERC-20
HOWTO: Setup an Agent
Developer & User Diligence

Trade-off

The Syscoin Ethereum Bridge is secured by Agent nodes participating in a decentralized and incentivized model that involves roles of Superblock challengers and submitters. This model is open to participation. The benefits here are trust-minimization, permissionless-ness, and potentially less legal/regulatory red-tape than interop mechanisms that involve liquidity providers and/or trading mechanisms.
The trade-off is that due to the decentralized nature there are cross-chain settlement times of one hour to cross from Ethereum to Syscoin, and three hours to cross from Syscoin to Ethereum. We are exploring ways to reduce this time while maintaining decentralization via zkp. Even so, an “instant bridge” experience could be provided by means of a third-party liquidity mechanism. That option exists but is not required for bridge functionality today. Typically bridges are used with batch value, not with high frequencies of smaller values, and generally it is advantageous to keep some value on both chains for maximum availability of utility. Even so, the cross-chain settlement time is good to mention here.

Cost

Ethereum -> Syscoin: Matic or Ethereum transaction fee for bridge contract interaction, negligible Syscoin transaction fee for minting tokens
Syscoin -> Ethereum: Negligible Syscoin transaction fee for burning tokens, 0.01% transaction fee paid to Bridge Agent in the form of the ERC-20, Matic or Ethereum transaction fee for contract interaction.

Z-DAG

Zero-Confirmation Directed Acyclic Graph is an instant settlement protocol that is used as a complementary system to proof-of-work (PoW) in the confirmation of Syscoin service transactions. In essence, a Z-DAG is simply a directed acyclic graph (DAG) where validating nodes verify the sequential ordering of transactions that are received in their memory pools. Z-DAG is used by the validating nodes across the network to ensure that there is absolute consensus on the ordering of transactions and no balances are overflowed (no double-spends).

Benefits

  • Unique fee-market that is more efficient for microtransaction redemption and settlement
  • Uses decentralized means to enable tokens with value transfer scalability that is comparable or exceeds that of credit card networks
  • Provides high throughput and secure fulfillment even if blocks are full
  • Probabilistic and interactive
  • 99.9999% security assurance within 10 seconds
  • Can serve payment channels as a resilience fallback that is faster and lower-cost than falling-back directly to a blockchain
  • Each Z-DAG transaction also settles onchain through Syscoin Core at 60-second block target using SHA-256 Proof of Work consensus
https://preview.redd.it/pgbx84jih8e51.png?width=1614&format=png&auto=webp&s=5f631d42a33dc698365eb8dd184b6d442def6640

Source code

https://github.com/syscoin/syscoin

API

Syscoin-js provides tooling for all Syscoin Core RPCs including interactivity with Z-DAG.

Documentation

Z-DAG White Paper
Useful read: An in-depth Z-DAG discussion between Syscoin Core developer Jag Sidhu and Brave Software Research Engineer Gonçalo Pestana

Trade-off

Z-DAG enables the ideal speed/security tradeoff to be determined per use-case in the application layer. It minimizes the sacrifice required to accept and redeem fast transfers/payments while providing more-than-ample security for microtransactions. This is supported on the premise that a Reddit user receiving points does need security yet generally doesn’t want nor need to wait for the same level of security as a nation-state settling an international trade debt. In any case, each Z-DAG transaction settles onchain at a block target of 60 seconds.

Syscoin Specs

Syscoin 3.0 White Paper
(4.0 white paper is pending. For improved scalability and less blockchain bloat, some features of v3 no longer exist in current v4: Specifically Marketplace Offers, Aliases, Escrow, Certificates, Pruning, Encrypted Messaging)
  • 16MB block bandwidth per minute assuming segwit witness carrying transactions, and transactions ~200 bytes on average
  • SHA256 merge mined with Bitcoin
  • UTXO asset layer, with base Syscoin layer sharing identical security policies as Bitcoin Core
  • Z-DAG on asset layer, bridge to Ethereum on asset layer
  • On-chain scaling with prospect of enabling enterprise grade reliable trustless payment processing with on/offchain hybrid solution
  • Focus only on Simple Value Transfers. MVP of blockchain consensus footprint is balances and ownership of them. Everything else can reduce data availability in exchange for scale (Ethereum 2.0 model). We leave that to other designs, we focus on transfers.
  • Future integrations of MAST/Taproot to get more complex value transfers without trading off trustlessness or decentralization.
  • Zero-knowledge Proofs are a cryptographic new frontier. We are dabbling here to generalize the concept of bridging and also verify the state of a chain efficiently. We also apply it in our Digital Identity projects at Blockchain Foundry (a publicly traded company which develops Syscoin softwares for clients). We are also looking to integrate privacy preserving payment channels for off-chain payments through zkSNARK hub & spoke design which does not suffer from the HTLC attack vectors evident on LN. Much of the issues plaguing Lightning Network can be resolved using a zkSNARK design whilst also providing the ability to do a multi-asset payment channel system. Currently we found a showstopper attack (American Call Option) on LN if we were to use multiple-assets. This would not exist in a system such as this.

Wallets

Web3 and mobile wallets are under active development by Blockchain Foundry Inc as WebAssembly applications and expected for release not long after mainnet deployment of Syscoin Core 4.2. Both of these will be multi-coin wallets that support Syscoin, SPTs, Ethereum, and ERC-20 tokens. The Web3 wallet will provide functionality similar to Metamask.
Syscoin Platform and tokens are already integrated with Blockbook. Custom hardware wallet support currently exists via ElectrumSys. First-class HW wallet integration through apps such as Ledger Live will exist after 4.2.
Current supported wallets
Syscoin Spark Desktop
Syscoin-Qt

Explorers

Mainnet: https://sys1.bcfn.ca (Blockbook)
Testnet: https://explorer-testnet.blockchainfoundry.co

Thank you for close consideration of our proposal. We look forward to feedback, and to working with the Reddit community to implement an ideal solution using Syscoin Platform!

submitted by sidhujag to ethereum [link] [comments]

coinlibanalysis1

https://coinlib.io/coin/BTC/Bitcoin#analysis
https://coinlib.io/coin/ETH/Ethereum#analysis
https://coinlib.io/coin/XRP/XRP#analysis
https://coinlib.io/coin/BNB/Binance+Coin#analysis
https://coinlib.io/coin/USDT/Tether#analysis
https://coinlib.io/coin/LINK/ChainLink#analysis
https://coinlib.io/coin/BCH/Bitcoin+Cash#analysis
https://coinlib.io/coin/LTC/Litecoin#analysis
https://coinlib.io/coin/BSV/Bitcoin+SV#analysis
https://coinlib.io/coin/EOS/EOS#analysis
https://coinlib.io/coin/ADA/Cardano#analysis
https://coinlib.io/coin/CRO/Crypto.com+Chain#analysis
https://coinlib.io/coin/TRX/TRON#analysis
https://coinlib.io/coin/XTZ/Tezos#analysis
https://coinlib.io/coin/XMMonero#analysis
https://coinlib.io/coin/XLM/Stellar#analysis
https://coinlib.io/coin/NEO/NEO#analysis
https://coinlib.io/coin/LEO3/UNUS+SED+LEO#analysis
https://coinlib.io/coin/HT/Huobi+Token#analysis
https://coinlib.io/coin/XEM/NEM#analysis
https://coinlib.io/coin/ATOM/Cosmos#analysis
https://coinlib.io/coin/SNX/Synthetix#analysis
https://coinlib.io/coin/IOT/IOTA#analysis
https://coinlib.io/coin/LEND/EthLend#analysis
https://coinlib.io/coin/DASH/Dash#analysis
https://coinlib.io/coin/VET/VeChain#analysis
https://coinlib.io/coin/ZEC/ZCash#analysis
https://coinlib.io/coin/ETC/Ethereum+Classic#analysis
https://coinlib.io/coin/ONT/Ontology#analysis
https://coinlib.io/coin/OMG/OmiseGo#analysis
https://coinlib.io/coin/MKMaker#analysis
https://coinlib.io/coin/USDC/USCoin#analysis
https://coinlib.io/coin/THETA/Theta+Token#analysis
https://coinlib.io/coin/HYN/Hyperion#analysis
https://coinlib.io/coin/OKB/OKB+Token#analysis
https://coinlib.io/coin/BAT/Basic+Attention+Token#analysis
https://coinlib.io/coin/DOGE/Dogecoin#analysis
https://coinlib.io/coin/FXC/Flexacoin#analysis
https://coinlib.io/coin/ZRX/0x#analysis
https://coinlib.io/coin/QTUM/QTUM#analysis
https://coinlib.io/coin/WAVES/Waves#analysis
https://coinlib.io/coin/DGB/DigiByte#analysis
https://coinlib.io/coin/ICX/ICON#analysis
https://coinlib.io/coin/EDC/EDCBlockchain#analysis
https://coinlib.io/coin/LRC/Loopring#analysis
https://coinlib.io/coin/ALGO/Algorand#analysis
https://coinlib.io/coin/KNC/KyberNetwork+Crystal#analysis
https://coinlib.io/coin/REN/Republic+Protocol#analysis
https://coinlib.io/coin/REP/Augur#analysis
https://coinlib.io/coin/PAX/Paxos+Standard+Token#analysis
https://coinlib.io/coin/LSK/Lisk#analysis
https://coinlib.io/coin/ANT/Aragon#analysis
https://coinlib.io/coin/ZIL/Zilliqa#analysis
https://coinlib.io/coin/ZB/ZB+Token#analysis
https://coinlib.io/coin/DCDecred#analysis
https://coinlib.io/coin/BTG/Bitcoin+Gold#analysis
https://coinlib.io/coin/DGD/Digix+DAO#analysis
https://coinlib.io/coin/SC/Siacoin#analysis
https://coinlib.io/coin/TUSD/TrueUSD#analysis
https://coinlib.io/coin/ENJ/Enjin+Coin#analysis
https://coinlib.io/coin/ERD/Elrond#analysis
https://coinlib.io/coin/DAI/Dai#analysis
https://coinlib.io/coin/NANO/Nano#analysis
https://coinlib.io/coin/BCD/Bitcoin+Diamond#analysis
https://coinlib.io/coin/GNT/Golem+Network+Token#analysis
https://coinlib.io/coin/DX/DxChain+Token#analysis
https://coinlib.io/coin/ABBC/ABBC#analysis
https://coinlib.io/coin/SNT/Status+Network+Token#analysis
https://coinlib.io/coin/ATOM/Atomic+Coin#analysis
https://coinlib.io/coin/QNT/Quant#analysis
https://coinlib.io/coin/RVN/Ravencoin#analysis
https://coinlib.io/coin/LUNA/Luna#analysis
https://coinlib.io/coin/BTM/Bytom#analysis
https://coinlib.io/coin/RLC/iEx.ec#analysis
https://coinlib.io/coin/HOT/HoloToken#analysis
https://coinlib.io/coin/MONA/MonaCoin#analysis
https://coinlib.io/coin/MANA/Decentraland#analysis
https://coinlib.io/coin/IOST/IOStoken#analysis
https://coinlib.io/coin/BTS/Bitshares#analysis
https://coinlib.io/coin/UTK/Utrust#analysis
https://coinlib.io/coin/XVG/Verge#analysis
https://coinlib.io/coin/BNT/Bancor+Network+Token#analysis
https://coinlib.io/coin/MCO/Monaco#analysis
https://coinlib.io/coin/NEXO/Nexo#analysis
https://coinlib.io/coin/ELF/aelf#analysis
https://coinlib.io/coin/STORJ/Storj#analysis
https://coinlib.io/coin/STEEM/Steem#analysis
https://coinlib.io/coin/KMD/Komodo#analysis
https://coinlib.io/coin/RSReserve+Rights#analysis
https://coinlib.io/coin/ARDArdor#analysis
https://coinlib.io/coin/GNO/Gnosis#analysis
https://coinlib.io/coin/ENG/Enigma#analysis
https://coinlib.io/coin/HSHshare#analysis
https://coinlib.io/coin/MATIC/Matic+Network#analysis
https://coinlib.io/coin/FTM/Fantom+Token#analysis
https://coinlib.io/coin/ETN/Electroneum#analysis
https://coinlib.io/coin/STRAT/Stratis#analysis
https://coinlib.io/coin/GUSD/Gemini+Dollar#analysis
https://coinlib.io/coin/WIC/WaykiChain#analysis
https://coinlib.io/coin/VSYS/V+Systems#analysis
https://coinlib.io/coin/XIN/Mixin#analysis
https://coinlib.io/coin/CVCC/CryptoVerificationCoin#analysis
https://coinlib.io/coin/CENNZ/Centrality#analysis
https://coinlib.io/coin/TOMO/TomoCoin#analysis
https://coinlib.io/coin/HDAC/Hyundai+DAC#analysis
https://coinlib.io/coin/ARK/ARK#analysis
https://coinlib.io/coin/GXC/Gx+Coin#analysis
https://coinlib.io/coin/MAID/MaidSafe+Coin#analysis
https://coinlib.io/coin/AE/Aeternity#analysis
https://coinlib.io/coin/AION/Aion#analysis
https://coinlib.io/coin/ZEN/Horizen#analysis
https://coinlib.io/coin/SYS/Syscoin#analysis
https://coinlib.io/coin/GXS/GXShares#analysis
https://coinlib.io/coin/WAN/Wanchain#analysis
https://coinlib.io/coin/REV/Revain#analysis
https://coinlib.io/coin/THEX/THEX#analysis
https://coinlib.io/coin/POWPower+Ledger#analysis
https://coinlib.io/coin/SOLVE/SOLVE#analysis
https://coinlib.io/coin/TFUEL/Theta+Fuel#analysis
https://coinlib.io/coin/MLN/Melon#analysis
https://coinlib.io/coin/NPXS/Pundi+X#analysis
https://coinlib.io/coin/AGI/SingularityNET#analysis
https://coinlib.io/coin/UBT/Unibright#analysis
https://coinlib.io/coin/ELA/Elastos#analysis
https://coinlib.io/coin/DGTX/Digitex+Futures#analysis
https://coinlib.io/coin/DATA/Streamr+DATAcoin#analysis
https://coinlib.io/coin/QSP/Quantstamp#analysis
https://coinlib.io/coin/XZC/ZCoin#analysis
https://coinlib.io/coin/RDD/ReddCoin#analysis
https://coinlib.io/coin/RCN/Ripio#analysis
https://coinlib.io/coin/ORBS/Orbis#analysis
https://coinlib.io/coin/BCN/ByteCoin#analysis
https://coinlib.io/coin/BLZ/Bluzelle#analysis
https://coinlib.io/coin/VEST/Vestchain#analysis
https://coinlib.io/coin/PIVX/PIVX+Coin#analysis
https://coinlib.io/coin/NULS/NULS#analysis
https://coinlib.io/coin/LOOM/Loom+Network#analysis
https://coinlib.io/coin/XDCE/XinFin+Coin#analysis
https://coinlib.io/coin/CRPT/Crypterium#analysis
https://coinlib.io/coin/FUN/FunFair#analysis
https://coinlib.io/coin/WTC/Waltonchain#analysis
https://coinlib.io/coin/NAS/Nebulas+Token#analysis
https://coinlib.io/coin/REQ/Request+Network#analysis
https://coinlib.io/coin/AST/AirSwap#analysis
https://coinlib.io/coin/LAMB/Lambda#analysis
https://coinlib.io/coin/GAS/Gas#analysis
https://coinlib.io/coin/DAG/Constellation#analysis
https://coinlib.io/coin/XSN/Stakenet#analysis
https://coinlib.io/coin/GNX/Genaro+Network#analysis
https://coinlib.io/coin/CTXC/Cortex#analysis
https://coinlib.io/coin/IGNIS/Ignis#analysis
https://coinlib.io/coin/DENT/Dent#analysis
https://coinlib.io/coin/IOTX/IoTeX#analysis
https://coinlib.io/coin/CELCeler+Network#analysis
https://coinlib.io/coin/XHV/Haven+Protocol#analysis
https://coinlib.io/coin/ETP/Metaverse#analysis
https://coinlib.io/coin/CND/Cindicator#analysis
https://coinlib.io/coin/FSN/Fusion#analysis
https://coinlib.io/coin/PPT/Populous#analysis
https://coinlib.io/coin/FOForce+Network#analysis
https://coinlib.io/coin/QASH/QASH#analysis
https://coinlib.io/coin/NIM/Nimiq#analysis
https://coinlib.io/coin/GRS/Groestlcoin#analysis
https://coinlib.io/coin/ABT/Arcblock#analysis
https://coinlib.io/coin/KBC/KaratGold+Coin#analysis
https://coinlib.io/coin/FCT/Factom#analysis
https://coinlib.io/coin/DRGN/Dragonchain#analysis
https://coinlib.io/coin/NXS/Nexus#analysis
https://coinlib.io/coin/LA/LAToken#analysis
https://coinlib.io/coin/RDN/Raiden+Network#analysis
https://coinlib.io/coin/ZAP/Zap#analysis
https://coinlib.io/coin/VTC/VertCoin#analysis
https://coinlib.io/coin/APL/Apollo+Currency#analysis
https://coinlib.io/coin/STORM/Storm#analysis
https://coinlib.io/coin/ADX/AdEx#analysis
https://coinlib.io/coin/MTL/Metal#analysis
https://coinlib.io/coin/CVC/Civic#analysis
https://coinlib.io/coin/SBD/Steem+Backed+Dollars#analysis
https://coinlib.io/coin/UBQ/Ubiq#analysis
https://coinlib.io/coin/CS/Credits#analysis
https://coinlib.io/coin/VGX/Voyager+Token#analysis
https://coinlib.io/coin/WINGS/Wings+DAO#analysis
https://coinlib.io/coin/ZEON/ZEON+Network#analysis
https://coinlib.io/coin/MFT/Mainframe#analysis
https://coinlib.io/coin/GRIN/Grin#analysis
https://coinlib.io/coin/WGWagerr#analysis
https://coinlib.io/coin/BRD/Bread+token#analysis
https://coinlib.io/coin/KEY/SelfKey#analysis
https://coinlib.io/coin/ACT/Achain#analysis
https://coinlib.io/coin/IQ/Everipedia#analysis
https://coinlib.io/coin/PAY/TenX#analysis
https://coinlib.io/coin/VITE/VITE#analysis
https://coinlib.io/coin/TEL/Telcoin#analysis
https://coinlib.io/coin/NAV/NavCoin#analysis
https://coinlib.io/coin/BIX/Bibox+Token#analysis
https://coinlib.io/coin/WABI/WaBi#analysis
https://coinlib.io/coin/DMT/DMarket#analysis
https://coinlib.io/coin/TTC3/TTC#analysis
https://coinlib.io/coin/KIN/Kin+Coin#analysis
https://coinlib.io/coin/MET2/Metronome#analysis
https://coinlib.io/coin/BURST/Burst#analysis
https://coinlib.io/coin/NEBL/Neblio#analysis
https://coinlib.io/coin/ITC/IoT+Chain#analysis
https://coinlib.io/coin/INT/Internet+Node+Token#analysis
https://coinlib.io/coin/PPC/PeerCoin#analysis
https://coinlib.io/coin/NEW/Newton#analysis
https://coinlib.io/coin/GVT/Genesis+Vision#analysis
https://coinlib.io/coin/TCT/TokenClub#analysis
https://coinlib.io/coin/PRO/Propy#analysis
https://coinlib.io/coin/ODE/Odem#analysis
https://coinlib.io/coin/DNT/district0x#analysis
https://coinlib.io/coin/DERO/DERO#analysis
https://coinlib.io/coin/AMO/Amo+Coin#analysis
https://coinlib.io/coin/GTO/Gifto#analysis
https://coinlib.io/coin/AEON/AeonCoin#analysis
https://coinlib.io/coin/UPP/Sentinel+Protocol#analysis
https://coinlib.io/coin/EVX/Everex#analysis
https://coinlib.io/coin/SKY/Skycoin#analysis
https://coinlib.io/coin/XDN/DigitalNote#analysis
https://coinlib.io/coin/LET/LinkEye#analysis
https://coinlib.io/coin/B2B/B2BX#analysis
https://coinlib.io/coin/SRN/SirinLabs#analysis
https://coinlib.io/coin/TNB/Time+New+Bank#analysis
https://coinlib.io/coin/ONG/onG.social#analysis
https://coinlib.io/coin/MDA/Moeda#analysis
https://coinlib.io/coin/TPAY/TokenPay#analysis
https://coinlib.io/coin/POA/POA+Network#analysis
https://coinlib.io/coin/SMT/SmartMesh#analysis
https://coinlib.io/coin/RUFF/Ruff#analysis
https://coinlib.io/coin/SALT/Salt+Lending#analysis
https://coinlib.io/coin/GARD/Hashgard#analysis
https://coinlib.io/coin/HC/Harvest+Masternode+Coin#analysis
https://coinlib.io/coin/LBC/LBRY+Credits#analysis
https://coinlib.io/coin/SERO/Super+Zero#analysis
https://coinlib.io/coin/FNB/FNB+Protocol#analysis
https://coinlib.io/coin/CDT/CoinDash#analysis
https://coinlib.io/coin/NIX/NIX+Platform#analysis
https://coinlib.io/coin/SOUL/Phantasma#analysis
https://coinlib.io/coin/BLOCK/Blocknet#analysis
https://coinlib.io/coin/QKC/QuarkChain#analysis
https://coinlib.io/coin/BZ/Bit-Z+Token#analysis
https://coinlib.io/coin/POE/Po.et#analysis
https://coinlib.io/coin/PART/Particl#analysis
https://coinlib.io/coin/SWFTC/SwftCoin#analysis
https://coinlib.io/coin/BZNT/Bezant#analysis
https://coinlib.io/coin/QLC/QLC+Chain#analysis
https://coinlib.io/coin/SNM/SONM#analysis
https://coinlib.io/coin/SNGLS/SingularDTV#analysis
https://coinlib.io/coin/VIA/ViaCoin#analysis
https://coinlib.io/coin/NKN/NKN#analysis
https://coinlib.io/coin/MDS/MediShares#analysis
https://coinlib.io/coin/XAS/Asch#analysis
https://coinlib.io/coin/EGT/Egretia#analysis
https://coinlib.io/coin/PMA/PumaPay#analysis
https://coinlib.io/coin/NPXSXEM/Pundi+X+NEM#analysis
https://coinlib.io/coin/ATP/Atlas+Protocol#analysis
https://coinlib.io/coin/VIBE/VIBE+(VIBEHub)#analysis
https://coinlib.io/coin/ILC/ILCoin#analysis
https://coinlib.io/coin/SMART/SmartCash#analysis
https://coinlib.io/coin/ABYSS/Abyss#analysis
https://coinlib.io/coin/TNT/Tierion#analysis
https://coinlib.io/coin/CNN/Content+Neutrality+Network#analysis
https://coinlib.io/coin/APPC/AppCoins#analysis
https://coinlib.io/coin/WPWePower#analysis
https://coinlib.io/coin/DLT/Agrello+Delta#analysis
https://coinlib.io/coin/SEELE/Seele#analysis
https://coinlib.io/coin/BWX/Blue+Whale+Token#analysis
https://coinlib.io/coin/NCASH/Nucleus+Vision#analysis
https://coinlib.io/coin/NOAH/Noahcoin#analysis
https://coinlib.io/coin/NLG/Gulden#analysis
https://coinlib.io/coin/JNT/Jibrel+Network+Token#analysis
https://coinlib.io/coin/MITH/Mithril#analysis
https://coinlib.io/coin/AMB/Ambrosus#analysis
https://coinlib.io/coin/TCH/Tiger+Cash#analysis
https://coinlib.io/coin/PAI/PChain#analysis
https://coinlib.io/coin/YOYOW/Yoyow#analysis
https://coinlib.io/coin/INXT/Internxt#analysis
https://coinlib.io/coin/VIB/Viberate#analysis
https://coinlib.io/coin/SNC/SunContract#analysis
https://coinlib.io/coin/ZEL/Zel#analysis
https://coinlib.io/coin/NOS/NOS+Coin#analysis
https://coinlib.io/coin/ABL/Airbloc#analysis
https://coinlib.io/coin/CPX/APEX#analysis
https://coinlib.io/coin/DTA/Data#analysis
https://coinlib.io/coin/YEE/Yee#analysis
https://coinlib.io/coin/EDR2/Endor+Protocol+Token#analysis
https://coinlib.io/coin/BEAM/Beam#analysis
https://coinlib.io/coin/QUN/QunQun#analysis
https://coinlib.io/coin/SKM/Skrumble+Network#analysis
https://coinlib.io/coin/SEAL/Seal+Network#analysis
https://coinlib.io/coin/CARD/Cardstack#analysis
https://coinlib.io/coin/XAUXaurum#analysis
https://coinlib.io/coin/ACC/AdCoin#analysis
https://coinlib.io/coin/LINA/Lina#analysis
https://coinlib.io/coin/MOBI/Mobius#analysis
https://coinlib.io/coin/OAX/OAX#analysis
https://coinlib.io/coin/VDG/VeriDocGlobal#analysis
https://coinlib.io/coin/IONC/IONChain#analysis
https://coinlib.io/coin/BLK/BlackCoin#analysis
https://coinlib.io/coin/UGAS/UGAS#analysis
https://coinlib.io/coin/OST/SimpleToken#analysis
https://coinlib.io/coin/CZCanonChain#analysis
https://coinlib.io/coin/BCPT/BlockMason+Credit+Protocol#analysis
https://coinlib.io/coin/DCN/Dentacoin#analysis
https://coinlib.io/coin/MVP/Merculet#analysis
https://coinlib.io/coin/OLT/OneLedger#analysis
https://coinlib.io/coin/LCC/LitecoinCash#analysis
https://coinlib.io/coin/EXRN/EXRNchain#analysis
https://coinlib.io/coin/MTH/Monetha#analysis
https://coinlib.io/coin/OCN/Odyssey#analysis
https://coinlib.io/coin/LYM/Lympo#analysis
https://coinlib.io/coin/DDD/Scry.info#analysis
https://coinlib.io/coin/PST/Primas#analysis
https://coinlib.io/coin/UBEX/Ubex#analysis
https://coinlib.io/coin/TOL/Tolar#analysis
https://coinlib.io/coin/SS/Sharder#analysis
https://coinlib.io/coin/EDN/Eden+Coin#analysis
https://coinlib.io/coin/CURE/Curecoin#analysis
https://coinlib.io/coin/DAX/DAEX#analysis
https://coinlib.io/coin/RNT/OneRoot+Network#analysis
https://coinlib.io/coin/VIN/VinChain#analysis
https://coinlib.io/coin/BOX/ContentBox#analysis
https://coinlib.io/coin/REM/REMME#analysis
https://coinlib.io/coin/CHAT/ChatCoin#analysis
https://coinlib.io/coin/ROX/Robotina#analysis
https://coinlib.io/coin/ZUM/ZumCoin#analysis
https://coinlib.io/coin/TBX/Tokenbox#analysis
https://coinlib.io/coin/EOSDAC/eosDAC#analysis
https://coinlib.io/coin/USC/Ultimate+Secure+Cash#analysis
https://coinlib.io/coin/DAT/Datum#analysis
https://coinlib.io/coin/VEX/Vexanium#analysis
https://coinlib.io/coin/SLT/Smartlands#analysis
https://coinlib.io/coin/ZCO/Zebi+Coin#analysis
https://coinlib.io/coin/PPY/Peerplays#analysis
https://coinlib.io/coin/PAYX/Paypex#analysis
https://coinlib.io/coin/HYDRO/Hydro#analysis
https://coinlib.io/coin/DBC/DeepBrain+Chain#analysis
https://coinlib.io/coin/SUB/Substratum+Network#analysis
https://coinlib.io/coin/QCH/QChi#analysis
https://coinlib.io/coin/BTM/BitMark#analysis
https://coinlib.io/coin/BTO/Bottos#analysis
https://coinlib.io/coin/HMQ/Humaniq#analysis
https://coinlib.io/coin/ACAT/Alphacat#analysis
https://coinlib.io/coin/CPC/CPChain#analysis
https://coinlib.io/coin/ISIKC/Isiklar+Coin#analysis
https://coinlib.io/coin/CHX/Chainium#analysis
https://coinlib.io/coin/NSD/Nasdacoin#analysis
https://coinlib.io/coin/SHIFT/Shift#analysis
https://coinlib.io/coin/RFRefereum#analysis
https://coinlib.io/coin/EKO/EchoLink#analysis
https://coinlib.io/coin/ROCK/RocketCoin#analysis
https://coinlib.io/coin/CLOAK/CloakCoin#analysis
https://coinlib.io/coin/AXE/Axe#analysis
https://coinlib.io/coin/EXP/Expanse#analysis
https://coinlib.io/coin/MEMercury#analysis
https://coinlib.io/coin/IHT/IHT+Real+Estate+Protocol#analysis
https://coinlib.io/coin/TUBE/BitTube#analysis
https://coinlib.io/coin/SPHTX/SophiaTX#analysis
https://coinlib.io/coin/SSC/SelfSell#analysis
https://coinlib.io/coin/IMT/MoneyToken#analysis
https://coinlib.io/coin/SCV/Super+CoinView+Token#analysis
https://coinlib.io/coin/EQUAD/QuadrantProtocol#analysis
https://coinlib.io/coin/TOTO/Tourist+Token#analysis
https://coinlib.io/coin/AAC/Acute+Angle+Cloud#analysis
https://coinlib.io/coin/COSM/Cosmo+Coin#analysis
https://coinlib.io/coin/LOBS/LOBSTEX+Coin#analysis
https://coinlib.io/coin/YEED/YEED#analysis
https://coinlib.io/coin/PIPL/PiplCoin#analysis
https://coinlib.io/coin/MAS/MidasProtocol#analysis
https://coinlib.io/coin/SIB/Sibcoin#analysis
https://coinlib.io/coin/LUN/Lunyr#analysis
https://coinlib.io/coin/XSG/SnowGem#analysis
https://coinlib.io/coin/SPHSphere+Coin#analysis
https://coinlib.io/coin/MEME/Pepe+Memetic#analysis
https://coinlib.io/coin/AIT/AICHAIN#analysis
https://coinlib.io/coin/ZXC/0xcert#analysis
https://coinlib.io/coin/0XBTC/0xBitcoin#analysis
https://coinlib.io/coin/BIBirake#analysis
https://coinlib.io/coin/TRTL/TurtleCoin#analysis
https://coinlib.io/coin/QBT/Qbao#analysis
https://coinlib.io/coin/BEET/BeetleCoin#analysis
https://coinlib.io/coin/FUEL/Etherparty#analysis
https://coinlib.io/coin/NOTE/DNotes#analysis
https://coinlib.io/coin/FDZ/Friendz#analysis
https://coinlib.io/coin/RATING/DPRating#analysis
https://coinlib.io/coin/CVCOIN/Crypviser#analysis
https://coinlib.io/coin/RTE/Rate3#analysis
https://coinlib.io/coin/ABX/Arbidex+Token#analysis
https://coinlib.io/coin/HBZ/HBZ+Coin#analysis
https://coinlib.io/coin/GEO/GeoCoin#analysis
https://coinlib.io/coin/ARN/Aeron#analysis
https://coinlib.io/coin/HGT/Hello+Gold#analysis
https://coinlib.io/coin/UT/Ulord#analysis
https://coinlib.io/coin/PCL/Peculium#analysis
https://coinlib.io/coin/METM/MetaMorph+Pro#analysis
https://coinlib.io/coin/DUO/ParallelCoin#analysis
https://coinlib.io/coin/HQX/HOQU#analysis
https://coinlib.io/coin/MEXC/MEXC+Token#analysis
https://coinlib.io/coin/ZLA/Zilla#analysis
https://coinlib.io/coin/TGAME/Truegame#analysis
https://coinlib.io/coin/BBO/Bigbom#analysis
https://coinlib.io/coin/STQ/Storiqa+Token#analysis
https://coinlib.io/coin/ERC20/ERC20#analysis
https://coinlib.io/coin/DAC/DACash#analysis
https://coinlib.io/coin/FOXT/Fox+Trading#analysis
https://coinlib.io/coin/ADI/Aditus#analysis
https://coinlib.io/coin/JET/Jetcoin#analysis
https://coinlib.io/coin/PTT/Proton+Token#analysis
https://coinlib.io/coin/EVN/EvenCoin#analysis
https://coinlib.io/coin/TDP/TrueDeck#analysis
https://coinlib.io/coin/OCEAN/BurstOcean#analysis
https://coinlib.io/coin/ELY/Elysian#analysis
https://coinlib.io/coin/ETHO/Ether-1#analysis
https://coinlib.io/coin/DML/Decentralized+Machine+Learning#analysis
https://coinlib.io/coin/BETHEBethereum#analysis
https://coinlib.io/coin/KLKS/Kalkulus#analysis
https://coinlib.io/coin/TNS/Transcodium#analysis
https://coinlib.io/coin/MORE/More+Coin#analysis
https://coinlib.io/coin/APAPR+Coin#analysis
https://coinlib.io/coin/ATB/ATB+coin#analysis
https://coinlib.io/coin/XUEZ/Xuez#analysis
https://coinlib.io/coin/WEB/Webcoin#analysis
https://coinlib.io/coin/SINS/SafeInsure#analysis
https://coinlib.io/coin/BTT/Blocktrade#analysis
https://coinlib.io/coin/CEN/Coinsuper+Ecosystem+Network#analysis
https://coinlib.io/coin/IG/IGToken#analysis
https://coinlib.io/coin/STREAM/STREAMIT+COIN#analysis
https://coinlib.io/coin/META/Metacash#analysis
https://coinlib.io/coin/CMT/CometCoin#analysis
https://coinlib.io/coin/MNX/MinexCoin#analysis
https://coinlib.io/coin/BPT/Blockport#analysis
https://coinlib.io/coin/BIP/BipCoin#analysis
https://coinlib.io/coin/BOLD/Boldman+Capital#analysis
https://coinlib.io/coin/XOV/XOVBank#analysis
https://coinlib.io/coin/ARC/Arcade+Token#analysis
https://coinlib.io/coin/VIKKY/VikkyToken#analysis
submitted by Quippykisset to peaceCorpsCoding [link] [comments]

Price Discovery in Bitcoin exchange

About thirty days ago I shared a chart on Price Discovery in this sub. There was a lot of interest in it and I promised to explain in detail a Bitcoin price discovery algorithm.. I do so in this post.
*this text post is a slightly shorter version of what I wrote in my blog.

TL;DR

I applied price discovery algorithms to 5 Min OHLCV data from Bitmex and CME contracts and Bitstamp, Coinbase, HitBTC, Kraken, Poloniex, Binance, and OkEx BTCUSD/BTCUSDT markets from March 2016 to May 2020. Some exciting results I got was:

Introduction

Price discovery is the overall process of setting the price of an asset. Price discovery algorithms identify the leader exchanges whose traders define the price. Two approaches are most famous for use in Price Discovery. Gonzalo and Granger (1995) and Hasbrouck (1995). But they assume random walk, and a common efficient price. I do not feel comfortable assuming random walk and common efficient price in Bitcoin Markets. So I used this little know method by De Blasis (2019) for this analysis. This work assumes that "the fastest price to reflect new information releases a price signal to the other slower price series." I thought this was valid in our market. It uses Markov Chains to measure Price Discovery. Without going into the mathematical details the summary steps used was:
De Blasis (2019) names this number Price Leadership Share (PLS). High PLS indicates a large role in price discovery. As the sum of the numbers is 1, they can be looked at as a percentage contribution. I recommend reading the original paper if you are interested to know more about the mathematical detail.

Data

Andersen (2000) argues that 5 Minute window provides the best trade-off between getting enough data and avoiding noise. In one of the first work on Bitcoin's Price Discovery, Brandvold et al. 2015 had used 5M window. So I obtained 5M OHLCV data using the following sources:
Futures data are different from other data because multiple futures contract trades at the same time. I formed a single data from the multiple time series by selecting the nearest contract until it was three days from expiration. I used the next contract when the contract was three days from expiration. This approach was advocated by Booth et al ( 1999 )

Analysis

I can't embed the chart on reddit so open this https://warproxxx.github.io/static/price_discovery.html
In the figure above, each colored line shows the total influence the exchange had towards the discovery of Bitcoin Price on that day. Its axis is on the left. The black line shows a moving average of the bitcoin price at the close in Bitfinex for comparison. The chart was created by plotting the EMA of price and dominance with a smoothing factor of 0.1. This was done to eliminate the noise. Let's start looking from the beginning. We start with a slight Bitfinex dominance at the start. When the price starts going up, Bitfinex's influence does too. This was the time large Tether printing was attributed to the rise of price by many individuals. But Bitfinex's influence wanes down as the price starts rising (remember that the chart is an exponential moving average. Its a lagging indicator). Afterward, exchanges like Binance and Bitstamp increase their role, and there isn't any single leader in the run. So although Bitfinex may have been responsible for the initial pump trades on other exchanges were responsible for the later rally.
CME contracts were added to our analysis in February 2018. Initially, they don't have much influence. On a similar work Alexandar and Heck (2019) noted that initially CBOE contracts had more influence. CBOE later delisted Bitcoin futures so I couldn't get that data. Overall, Bitmex and CME contracts have been averaging around 50% of the role in price discovery. To make the dominance clear, look at this chart where I add Bitmex Futures and Perp contract's dominance figure to create a single dominance index. There bitmex leads 936 of the total 1334 days (Bitfinex leads 298 days and coinbase and binance get 64 and 6 days). That is a lot. One possible reason for this might be Bitmex's low trading fee. Bitmex has a very generous -0.025% maker fee and price discovery tend to occur primarily in the market with smaller trading costs (Booth et al, 1999). It may also be because our market is mature. In mature markets, futures lead the price discovery.
Exchange bitmex_futures bitfinex coinbase bitmex okex binance cme bitstamp okcoin kraken poloniex
Days Lead 571 501 102 88 34 12 8 7 6 4 1
 Table 1: Days Lead 
Out of 1334 days in the analysis, Bitmex futures leads the discovery in 571 days or nearly 43% of the duration. Bitfinex leads for 501 days. Bitfinex's high number is due to its extreme dominance in the early days.
Exchange binance huobi cme okcoin bitmex_futures okex hitbtc kraken poloniex bitstamp bitfinex coinbase bitmex
Correlation 0.809190 0.715667 0.648058 0.644432 0.577147 0.444821 0.032649 -0.187348 -0.365175 -0.564073 -0.665008 -0.695115 -0.752103
 Table 2: Correlation between the close price and Exchange's dominance index 
Binance, Huobi, CME, and OkCoin had the most significant correlation with the close price. Bitmex, Coinbase, Bitfinex, and Bitstamp's dominance were negatively correlated. This was very interesting. To know more, I captured a yearwise correlation.
index 2016 2017 2018 2019 2020
0 bitfinex 0.028264 -0.519791 0.829700 -0.242631 0.626386
1 bitmex 0.090758 -0.752297 -0.654742 0.052242 -0.584956
2 bitmex_futures -0.011323 -0.149281 -0.458857 0.660135 0.095305
3 bitstamp 0.316291 -0.373688 0.600240 -0.255408 -0.407608
4 coinbase -0.505492 -0.128336 -0.351794 -0.410874 -0.262036
5 hitbtc 0.024425 0.486229 0.104912 -0.200203 0.308862
6 kraken 0.275797 0.422656 0.294762 -0.064594 -0.192290
7 poloniex 0.177616 -0.087090 0.230987 -0.135046 -0.154726
8 binance NaN 0.865295 0.706725 -0.484130 0.265086
9 okcoin NaN 0.797682 0.463455 -0.010186 -0.160217
10 huobi NaN 0.748489 0.351514 -0.298418 0.434164
11 cme NaN NaN -0.616407 0.694494 -0.012962
12 okex NaN NaN -0.618888 -0.399567 0.432474
Table 3: Yearwise Correlation between the close price and Exchange's dominance index
Price movement is pretty complicated. If one factor, like a dominant exchange, could explain it, everyone would be making money trading. With this disclaimer out of the way, let us try to make some conclusions. This year Bitfinex, Huobi, and OkEx, Tether based exchanges, discovery power have shown a high correlation with the close price. This means that when the traders there become successful, price rises. When the traders there are failing, Bitmex traders dominate and then the price is falling. I found this interesting as I have been seeing the OkEx whale who has been preceding price rises in this sub. I leave the interpretation of other past years to the reader.

Limitations

My analysis does not include market data for other derivative exchanges like Huobi, OkEx, Binance, and Deribit. So, all future market's influence may be going to Bitmex. I did not add their data because they started having an impact recently. A more fair assessment may be to conclude this as the new power of derivative markets instead of attributing it as the power of Bitmex. But Bitmex has dominated futures volume most of the time (until recently). And they brought the concept of perpetual swaps.

Conclusion

There is a lot in this data. If you are making a trading algo think there is some edge here. Someday I will backtest some trading logic based on this data. Then I will have more info and might write more. But, this analysis was enough for to shift my focus from a Bitfinex based trading algorithm to a Bitmex based one. It has been giving me good results.
If you have any good ideas that you want me to write about or discuss further please comment. If there is enough interest in this measurement, I can setup a live interface that provides the live value.
submitted by warproxxx to BitcoinMarkets [link] [comments]

Why i’m bullish on Zilliqa (long read)

Hey all, I've been researching coins since 2017 and have gone through 100s of them in the last 3 years. I got introduced to blockchain via Bitcoin of course, analysed Ethereum thereafter and from that moment I have a keen interest in smart contact platforms. I’m passionate about Ethereum but I find Zilliqa to have a better risk reward ratio. Especially because Zilliqa has found an elegant balance between being secure, decentralised and scalable in my opinion.
 
Below I post my analysis why from all the coins I went through I’m most bullish on Zilliqa (yes I went through Tezos, EOS, NEO, VeChain, Harmony, Algorand, Cardano etc.). Note that this is not investment advice and although it's a thorough analysis there is obviously some bias involved. Looking forward to what you all think!
 
Fun fact: the name Zilliqa is a play on ‘silica’ silicon dioxide which means “Silicon for the high-throughput consensus computer.”
 
This post is divided into (i) Technology, (ii) Business & Partnerships, and (iii) Marketing & Community. I’ve tried to make the technology part readable for a broad audience. If you’ve ever tried understanding the inner workings of Bitcoin and Ethereum you should be able to grasp most parts. Otherwise just skim through and once you are zoning out head to the next part.
 
Technology and some more:
 
Introduction The technology is one of the main reasons why I’m so bullish on Zilliqa. First thing you see on their website is: “Zilliqa is a high-performance, high-security blockchain platform for enterprises and next-generation applications.” These are some bold statements.
 
Before we deep dive into the technology let’s take a step back in time first as they have quite the history. The initial research paper from which Zilliqa originated dates back to August 2016: Elastico: A Secure Sharding Protocol For Open Blockchains where Loi Luu (Kyber Network) is one of the co-authors. Other ideas that led to the development of what Zilliqa has become today are: Bitcoin-NG, collective signing CoSi, ByzCoin and Omniledger.
 
The technical white paper was made public in August 2017 and since then they have achieved everything stated in the white paper and also created their own open source intermediate level smart contract language called Scilla (functional programming language similar to OCaml) too.
 
Mainnet is live since end of January 2019 with daily transaction rate growing continuously. About a week ago mainnet reached 5 million transactions, 500.000+ addresses in total along with 2400 nodes keeping the network decentralised and secure. Circulating supply is nearing 11 billion and currently only mining rewards are left. Maximum supply is 21 billion with annual inflation being 7.13% currently and will only decrease with time.
 
Zilliqa realised early on that the usage of public cryptocurrencies and smart contracts were increasing but decentralised, secure and scalable alternatives were lacking in the crypto space. They proposed to apply sharding onto a public smart contract blockchain where the transaction rate increases almost linear with the increase in amount of nodes. More nodes = higher transaction throughput and increased decentralisation. Sharding comes in many forms and Zilliqa uses network-, transaction- and computational sharding. Network sharding opens up the possibility of using transaction- and computational sharding on top. Zilliqa does not use state sharding for now. We’ll come back to this later.
 
Before we continue disecting how Zilliqa achieves such from a technological standpoint it’s good to keep in mind that a blockchain being decentralised and secure and scalable is still one of the main hurdles in allowing widespread usage of decentralised networks. In my opinion this needs to be solved first before blockchains can get to the point where they can create and add large scale value. So I invite you to read the next section to grasp the underlying fundamentals. Because after all these premises need to be true otherwise there isn’t a fundamental case to be bullish on Zilliqa, right?
 
Down the rabbit hole
 
How have they achieved this? Let’s define the basics first: key players on Zilliqa are the users and the miners. A user is anybody who uses the blockchain to transfer funds or run smart contracts. Miners are the (shard) nodes in the network who run the consensus protocol and get rewarded for their service in Zillings (ZIL). The mining network is divided into several smaller networks called shards, which is also referred to as ‘network sharding’. Miners subsequently are randomly assigned to a shard by another set of miners called DS (Directory Service) nodes. The regular shards process transactions and the outputs of these shards are eventually combined by the DS shard as they reach consensus on the final state. More on how these DS shards reach consensus (via pBFT) will be explained later on.
 
The Zilliqa network produces two types of blocks: DS blocks and Tx blocks. One DS Block consists of 100 Tx Blocks. And as previously mentioned there are two types of nodes concerned with reaching consensus: shard nodes and DS nodes. Becoming a shard node or DS node is being defined by the result of a PoW cycle (Ethash) at the beginning of the DS Block. All candidate mining nodes compete with each other and run the PoW (Proof-of-Work) cycle for 60 seconds and the submissions achieving the highest difficulty will be allowed on the network. And to put it in perspective: the average difficulty for one DS node is ~ 2 Th/s equaling 2.000.000 Mh/s or 55 thousand+ GeForce GTX 1070 / 8 GB GPUs at 35.4 Mh/s. Each DS Block 10 new DS nodes are allowed. And a shard node needs to provide around 8.53 GH/s currently (around 240 GTX 1070s). Dual mining ETH/ETC and ZIL is possible and can be done via mining software such as Phoenix and Claymore. There are pools and if you have large amounts of hashing power (Ethash) available you could mine solo.
 
The PoW cycle of 60 seconds is a peak performance and acts as an entry ticket to the network. The entry ticket is called a sybil resistance mechanism and makes it incredibly hard for adversaries to spawn lots of identities and manipulate the network with these identities. And after every 100 Tx Blocks which corresponds to roughly 1,5 hour this PoW process repeats. In between these 1,5 hour no PoW needs to be done meaning Zilliqa’s energy consumption to keep the network secure is low. For more detailed information on how mining works click here.
Okay, hats off to you. You have made it this far. Before we go any deeper down the rabbit hole we first must understand why Zilliqa goes through all of the above technicalities and understand a bit more what a blockchain on a more fundamental level is. Because the core of Zilliqa’s consensus protocol relies on the usage of pBFT (practical Byzantine Fault Tolerance) we need to know more about state machines and their function. Navigate to Viewblock, a Zilliqa block explorer, and just come back to this article. We will use this site to navigate through a few concepts.
 
We have established that Zilliqa is a public and distributed blockchain. Meaning that everyone with an internet connection can send ZILs, trigger smart contracts etc. and there is no central authority who fully controls the network. Zilliqa and other public and distributed blockchains (like Bitcoin and Ethereum) can also be defined as state machines.
 
Taking the liberty of paraphrasing examples and definitions given by Samuel Brooks’ medium article, he describes the definition of a blockchain (like Zilliqa) as:
“A peer-to-peer, append-only datastore that uses consensus to synchronise cryptographically-secure data”.
 
Next he states that: >“blockchains are fundamentally systems for managing valid state transitions”.* For some more context, I recommend reading the whole medium article to get a better grasp of the definitions and understanding of state machines. Nevertheless, let’s try to simplify and compile it into a single paragraph. Take traffic lights as an example: all its states (red, amber and green) are predefined, all possible outcomes are known and it doesn’t matter if you encounter the traffic light today or tomorrow. It will still behave the same. Managing the states of a traffic light can be done by triggering a sensor on the road or pushing a button resulting in one traffic lights’ state going from green to red (via amber) and another light from red to green.
 
With public blockchains like Zilliqa this isn’t so straightforward and simple. It started with block #1 almost 1,5 years ago and every 45 seconds or so a new block linked to the previous block is being added. Resulting in a chain of blocks with transactions in it that everyone can verify from block #1 to the current #647.000+ block. The state is ever changing and the states it can find itself in are infinite. And while the traffic light might work together in tandem with various other traffic lights, it’s rather insignificant comparing it to a public blockchain. Because Zilliqa consists of 2400 nodes who need to work together to achieve consensus on what the latest valid state is while some of these nodes may have latency or broadcast issues, drop offline or are deliberately trying to attack the network etc.
 
Now go back to the Viewblock page take a look at the amount of transaction, addresses, block and DS height and then hit refresh. Obviously as expected you see new incremented values on one or all parameters. And how did the Zilliqa blockchain manage to transition from a previous valid state to the latest valid state? By using pBFT to reach consensus on the latest valid state.
 
After having obtained the entry ticket, miners execute pBFT to reach consensus on the ever changing state of the blockchain. pBFT requires a series of network communication between nodes, and as such there is no GPU involved (but CPU). Resulting in the total energy consumed to keep the blockchain secure, decentralised and scalable being low.
 
pBFT stands for practical Byzantine Fault Tolerance and is an optimisation on the Byzantine Fault Tolerant algorithm. To quote Blockonomi: “In the context of distributed systems, Byzantine Fault Tolerance is the ability of a distributed computer network to function as desired and correctly reach a sufficient consensus despite malicious components (nodes) of the system failing or propagating incorrect information to other peers.” Zilliqa is such a distributed computer network and depends on the honesty of the nodes (shard and DS) to reach consensus and to continuously update the state with the latest block. If pBFT is a new term for you I can highly recommend the Blockonomi article.
 
The idea of pBFT was introduced in 1999 - one of the authors even won a Turing award for it - and it is well researched and applied in various blockchains and distributed systems nowadays. If you want more advanced information than the Blockonomi link provides click here. And if you’re in between Blockonomi and University of Singapore read the Zilliqa Design Story Part 2 dating from October 2017.
Quoting from the Zilliqa tech whitepaper: “pBFT relies upon a correct leader (which is randomly selected) to begin each phase and proceed when the sufficient majority exists. In case the leader is byzantine it can stall the entire consensus protocol. To address this challenge, pBFT offers a view change protocol to replace the byzantine leader with another one.”
 
pBFT can tolerate ⅓ of the nodes being dishonest (offline counts as Byzantine = dishonest) and the consensus protocol will function without stalling or hiccups. Once there are more than ⅓ of dishonest nodes but no more than ⅔ the network will be stalled and a view change will be triggered to elect a new DS leader. Only when more than ⅔ of the nodes are dishonest (>66%) double spend attacks become possible.
 
If the network stalls no transactions can be processed and one has to wait until a new honest leader has been elected. When the mainnet was just launched and in its early phases, view changes happened regularly. As of today the last stalling of the network - and view change being triggered - was at the end of October 2019.
 
Another benefit of using pBFT for consensus besides low energy is the immediate finality it provides. Once your transaction is included in a block and the block is added to the chain it’s done. Lastly, take a look at this article where three types of finality are being defined: probabilistic, absolute and economic finality. Zilliqa falls under the absolute finality (just like Tendermint for example). Although lengthy already we skipped through some of the inner workings from Zilliqa’s consensus: read the Zilliqa Design Story Part 3 and you will be close to having a complete picture on it. Enough about PoW, sybil resistance mechanism, pBFT etc. Another thing we haven’t looked at yet is the amount of decentralisation.
 
Decentralisation
 
Currently there are four shards, each one of them consisting of 600 nodes. 1 shard with 600 so called DS nodes (Directory Service - they need to achieve a higher difficulty than shard nodes) and 1800 shard nodes of which 250 are shard guards (centralised nodes controlled by the team). The amount of shard guards has been steadily declining from 1200 in January 2019 to 250 as of May 2020. On the Viewblock statistics you can see that many of the nodes are being located in the US but those are only the (CPU parts of the) shard nodes who perform pBFT. There is no data from where the PoW sources are coming. And when the Zilliqa blockchain starts reaching their transaction capacity limit, a network upgrade needs to be executed to lift the current cap of maximum 2400 nodes to allow more nodes and formation of more shards which will allow to network to keep on scaling according to demand.
Besides shard nodes there are also seed nodes. The main role of seed nodes is to serve as direct access points (for end users and clients) to the core Zilliqa network that validates transactions. Seed nodes consolidate transaction requests and forward these to the lookup nodes (another type of nodes) for distribution to the shards in the network. Seed nodes also maintain the entire transaction history and the global state of the blockchain which is needed to provide services such as block explorers. Seed nodes in the Zilliqa network are comparable to Infura on Ethereum.
 
The seed nodes were first only operated by Zilliqa themselves, exchanges and Viewblock. Operators of seed nodes like exchanges had no incentive to open them for the greater public.They were centralised at first. Decentralisation at the seed nodes level has been steadily rolled out since March 2020 ( Zilliqa Improvement Proposal 3 ). Currently the amount of seed nodes is being increased, they are public facing and at the same time PoS is applied to incentivize seed node operators and make it possible for ZIL holders to stake and earn passive yields. Important distinction: seed nodes are not involved with consensus! That is still PoW as entry ticket and pBFT for the actual consensus.
 
5% of the block rewards are being assigned to seed nodes (from the beginning in 2019) and those are being used to pay out ZIL stakers.The 5% block rewards with an annual yield of 10.03% translates to roughly 610 MM ZILs in total that can be staked. Exchanges use the custodial variant of staking and wallets like Moonlet will use the non custodial version (starting in Q3 2020). Staking is being done by sending ZILs to a smart contract created by Zilliqa and audited by Quantstamp.
 
With a high amount of DS & shard nodes and seed nodes becoming more decentralised too, Zilliqa qualifies for the label of decentralised in my opinion.
 
Smart contracts
 
Let me start by saying I’m not a developer and my programming skills are quite limited. So I‘m taking the ELI5 route (maybe 12) but if you are familiar with Javascript, Solidity or specifically OCaml please head straight to Scilla - read the docs to get a good initial grasp of how Zilliqa’s smart contract language Scilla works and if you ask yourself “why another programming language?” check this article. And if you want to play around with some sample contracts in an IDE click here. Faucet can be found here. And more information on architecture, dapp development and API can be found on the Developer Portal.
If you are more into listening and watching: check this recent webinar explaining Zilliqa and Scilla. Link is time stamped so you’ll start right away with a platform introduction, R&D roadmap 2020 and afterwards a proper Scilla introduction.
 
Generalised: programming languages can be divided into being ‘object oriented’ or ‘functional’. Here is an ELI5 given by software development academy: > “all programmes have two basic components, data – what the programme knows – and behaviour – what the programme can do with that data. So object-oriented programming states that combining data and related behaviours in one place, is called “object”, which makes it easier to understand how a particular program works. On the other hand, functional programming argues that data and behaviour are different things and should be separated to ensure their clarity.”
 
Scilla is on the functional side and shares similarities with OCaml: > OCaml is a general purpose programming language with an emphasis on expressiveness and safety. It has an advanced type system that helps catch your mistakes without getting in your way. It's used in environments where a single mistake can cost millions and speed matters, is supported by an active community, and has a rich set of libraries and development tools. For all its power, OCaml is also pretty simple, which is one reason it's often used as a teaching language.
 
Scilla is blockchain agnostic, can be implemented onto other blockchains as well, is recognised by academics and won a so called Distinguished Artifact Award award at the end of last year.
 
One of the reasons why the Zilliqa team decided to create their own programming language focused on preventing smart contract vulnerabilities safety is that adding logic on a blockchain, programming, means that you cannot afford to make mistakes. Otherwise it could cost you. It’s all great and fun blockchains being immutable but updating your code because you found a bug isn’t the same as with a regular web application for example. And with smart contracts it inherently involves cryptocurrencies in some form thus value.
 
Another difference with programming languages on a blockchain is gas. Every transaction you do on a smart contract platform like Zilliqa for Ethereum costs gas. With gas you basically pay for computational costs. Sending a ZIL from address A to address B costs 0.001 ZIL currently. Smart contracts are more complex, often involve various functions and require more gas (if gas is a new concept click here ).
 
So with Scilla, similar to Solidity, you need to make sure that “every function in your smart contract will run as expected without hitting gas limits. An improper resource analysis may lead to situations where funds may get stuck simply because a part of the smart contract code cannot be executed due to gas limits. Such constraints are not present in traditional software systems”. Scilla design story part 1
 
Some examples of smart contract issues you’d want to avoid are: leaking funds, ‘unexpected changes to critical state variables’ (example: someone other than you setting his or her address as the owner of the smart contract after creation) or simply killing a contract.
 
Scilla also allows for formal verification. Wikipedia to the rescue:
In the context of hardware and software systems, formal verification is the act of proving or disproving the correctness of intended algorithms underlying a system with respect to a certain formal specification or property, using formal methods of mathematics.
 
Formal verification can be helpful in proving the correctness of systems such as: cryptographic protocols, combinational circuits, digital circuits with internal memory, and software expressed as source code.
 
Scilla is being developed hand-in-hand with formalization of its semantics and its embedding into the Coq proof assistant — a state-of-the art tool for mechanized proofs about properties of programs.”
 
Simply put, with Scilla and accompanying tooling developers can be mathematically sure and proof that the smart contract they’ve written does what he or she intends it to do.
 
Smart contract on a sharded environment and state sharding
 
There is one more topic I’d like to touch on: smart contract execution in a sharded environment (and what is the effect of state sharding). This is a complex topic. I’m not able to explain it any easier than what is posted here. But I will try to compress the post into something easy to digest.
 
Earlier on we have established that Zilliqa can process transactions in parallel due to network sharding. This is where the linear scalability comes from. We can define simple transactions: a transaction from address A to B (Category 1), a transaction where a user interacts with one smart contract (Category 2) and the most complex ones where triggering a transaction results in multiple smart contracts being involved (Category 3). The shards are able to process transactions on their own without interference of the other shards. With Category 1 transactions that is doable, with Category 2 transactions sometimes if that address is in the same shard as the smart contract but with Category 3 you definitely need communication between the shards. Solving that requires to make a set of communication rules the protocol needs to follow in order to process all transactions in a generalised fashion.
 
And this is where the downsides of state sharding comes in currently. All shards in Zilliqa have access to the complete state. Yes the state size (0.1 GB at the moment) grows and all of the nodes need to store it but it also means that they don’t need to shop around for information available on other shards. Requiring more communication and adding more complexity. Computer science knowledge and/or developer knowledge required links if you want to dig further: Scilla - language grammar Scilla - Foundations for Verifiable Decentralised Computations on a Blockchain Gas Accounting NUS x Zilliqa: Smart contract language workshop
 
Easier to follow links on programming Scilla https://learnscilla.com/home Ivan on Tech
 
Roadmap / Zilliqa 2.0
 
There is no strict defined roadmap but here are topics being worked on. And via the Zilliqa website there is also more information on the projects they are working on.
 
Business & Partnerships  
It’s not only technology in which Zilliqa seems to be excelling as their ecosystem has been expanding and starting to grow rapidly. The project is on a mission to provide OpenFinance (OpFi) to the world and Singapore is the right place to be due to its progressive regulations and futuristic thinking. Singapore has taken a proactive approach towards cryptocurrencies by introducing the Payment Services Act 2019 (PS Act). Among other things, the PS Act will regulate intermediaries dealing with certain cryptocurrencies, with a particular focus on consumer protection and anti-money laundering. It will also provide a stable regulatory licensing and operating framework for cryptocurrency entities, effectively covering all crypto businesses and exchanges based in Singapore. According to PWC 82% of the surveyed executives in Singapore reported blockchain initiatives underway and 13% of them have already brought the initiatives live to the market. There is also an increasing list of organisations that are starting to provide digital payment services. Moreover, Singaporean blockchain developers Building Cities Beyond has recently created an innovation $15 million grant to encourage development on its ecosystem. This all suggest that Singapore tries to position itself as (one of) the leading blockchain hubs in the world.
 
Zilliqa seems to already taking advantage of this and recently helped launch Hg Exchange on their platform, together with financial institutions PhillipCapital, PrimePartners and Fundnel. Hg Exchange, which is now approved by the Monetary Authority of Singapore (MAS), uses smart contracts to represent digital assets. Through Hg Exchange financial institutions worldwide can use Zilliqa's safe-by-design smart contracts to enable the trading of private equities. For example, think of companies such as Grab, AirBnB, SpaceX that are not available for public trading right now. Hg Exchange will allow investors to buy shares of private companies & unicorns and capture their value before an IPO. Anquan, the main company behind Zilliqa, has also recently announced that they became a partner and shareholder in TEN31 Bank, which is a fully regulated bank allowing for tokenization of assets and is aiming to bridge the gap between conventional banking and the blockchain world. If STOs, the tokenization of assets, and equity trading will continue to increase, then Zilliqa’s public blockchain would be the ideal candidate due to its strategic positioning, partnerships, regulatory compliance and the technology that is being built on top of it.
 
What is also very encouraging is their focus on banking the un(der)banked. They are launching a stablecoin basket starting with XSGD. As many of you know, stablecoins are currently mostly used for trading. However, Zilliqa is actively trying to broaden the use case of stablecoins. I recommend everybody to read this text that Amrit Kumar wrote (one of the co-founders). These stablecoins will be integrated in the traditional markets and bridge the gap between the crypto world and the traditional world. This could potentially revolutionize and legitimise the crypto space if retailers and companies will for example start to use stablecoins for payments or remittances, instead of it solely being used for trading.
 
Zilliqa also released their DeFi strategic roadmap (dating November 2019) which seems to be aligning well with their OpFi strategy. A non-custodial DEX is coming to Zilliqa made by Switcheo which allows cross-chain trading (atomic swaps) between ETH, EOS and ZIL based tokens. They also signed a Memorandum of Understanding for a (soon to be announced) USD stablecoin. And as Zilliqa is all about regulations and being compliant, I’m speculating on it to be a regulated USD stablecoin. Furthermore, XSGD is already created and visible on block explorer and XIDR (Indonesian Stablecoin) is also coming soon via StraitsX. Here also an overview of the Tech Stack for Financial Applications from September 2019. Further quoting Amrit Kumar on this:
 
There are two basic building blocks in DeFi/OpFi though: 1) stablecoins as you need a non-volatile currency to get access to this market and 2) a dex to be able to trade all these financial assets. The rest are build on top of these blocks.
 
So far, together with our partners and community, we have worked on developing these building blocks with XSGD as a stablecoin. We are working on bringing a USD-backed stablecoin as well. We will soon have a decentralised exchange developed by Switcheo. And with HGX going live, we are also venturing into the tokenization space. More to come in the future.”*
 
Additionally, they also have this ZILHive initiative that injects capital into projects. There have been already 6 waves of various teams working on infrastructure, innovation and research, and they are not from ASEAN or Singapore only but global: see Grantees breakdown by country. Over 60 project teams from over 20 countries have contributed to Zilliqa's ecosystem. This includes individuals and teams developing wallets, explorers, developer toolkits, smart contract testing frameworks, dapps, etc. As some of you may know, Unstoppable Domains (UD) blew up when they launched on Zilliqa. UD aims to replace cryptocurrency addresses with a human readable name and allows for uncensorable websites. Zilliqa will probably be the only one able to handle all these transactions onchain due to ability to scale and its resulting low fees which is why the UD team launched this on Zilliqa in the first place. Furthermore, Zilliqa also has a strong emphasis on security, compliance, and privacy, which is why they partnered with companies like Elliptic, ChainSecurity (part of PwC Switzerland), and Incognito. Their sister company Aqilliz (Zilliqa spelled backwards) focuses on revolutionizing the digital advertising space and is doing interesting things like using Zilliqa to track outdoor digital ads with companies like Foodpanda.
 
Zilliqa is listed on nearly all major exchanges, having several different fiat-gateways and recently have been added to Binance’s margin trading and futures trading with really good volume. They also have a very impressive team with good credentials and experience. They dont just have “tech people”. They have a mix of tech people, business people, marketeers, scientists, and more. Naturally, it's good to have a mix of people with different skill sets if you work in the crypto space.
 
Marketing & Community
 
Zilliqa has a very strong community. If you just follow their Twitter their engagement is much higher for a coin that has approximately 80k followers. They also have been ‘coin of the day’ by LunarCrush many times. LunarCrush tracks real-time cryptocurrency value and social data. According to their data it seems Zilliqa has a more fundamental and deeper understanding of marketing and community engagement than almost all other coins. While almost all coins have been a bit frozen in the last months, Zilliqa seems to be on its own bull run. It was somewhere in the 100s a few months ago and is currently ranked #46 on CoinGecko. Their official Telegram also has over 20k people and is very active, and their community channel which is over 7k now is more active and larger than many other official channels. Their local communities) also seem to be growing.
 
Moreover, their community started ‘Zillacracy’ together with the Zilliqa core team ( see www.zillacracy.com ). It’s a community run initiative where people from all over the world are now helping with marketing and development on Zilliqa. Since its launch in February 2020 they have been doing a lot and will also run their own non custodial seed node for staking. This seed node will also allow them to start generating revenue for them to become a self sustaining entity that could potentially scale up to become a decentralized company working in parallel with the Zilliqa core team. Comparing it to all the other smart contract platforms (e.g. Cardano, EOS, Tezos etc.) they don't seem to have started a similar initiatives (correct me if I’m wrong though). This suggest in my opinion that these other smart contract platforms do not fully understand how to utilize the ‘power of the community’. This is something you cannot ‘buy with money’ and gives many projects in the space a disadvantage.
 
Zilliqa also released two social products called SocialPay and Zeeves. SocialPay allows users to earn ZILs while tweeting with a specific hashtag. They have recently used it in partnership with the Singapore Red Cross for a marketing campaign after their initial pilot program. It seems like a very valuable social product with a good use case. I can see a lot of traditional companies entering the space through this product, which they seem to suggest will happen. Tokenizing hashtags with smart contracts to get network effect is a very smart and innovative idea.
 
Regarding Zeeves, this is a tipping bot for Telegram. They already have 1000s of signups and they plan to keep upgrading it for more and more people to use it (e.g. they recently have added a quiz features). They also use it during AMAs to reward people in real time. It’s a very smart approach to grow their communities and get familiar with ZIL. I can see this becoming very big on Telegram. This tool suggests, again, that the Zilliqa team has a deeper understanding what the crypto space and community needs and is good at finding the right innovative tools to grow and scale.
 
To be honest, I haven’t covered everything (i’m also reaching the character limited haha). So many updates happening lately that it's hard to keep up, such as the International Monetary Fund mentioning Zilliqa in their report, custodial and non-custodial Staking, Binance Margin, Futures & Widget, entering the Indian market, and more. The Head of Marketing Colin Miles has also released this as an overview of what is coming next. And last but not least, Vitalik Buterin has been mentioning Zilliqa lately acknowledging Zilliqa and mentioning that both projects have a lot of room to grow. There is much more info of course and a good part of it has been served to you on a silver platter. I invite you to continue researching by yourself :-) And if you have any comments or questions please post here!
submitted by haveyouheardaboutit to CryptoCurrency [link] [comments]

HUOBI EXCHANGE REVIEW

ABOUT HUOBI :
Huobi is a cryptocurrency exchange founded in China in 2013. Currently, Huobi is based in Singapore because this country has friendlier cryptocurrency regulations. The company is registered in Seychelles. Before leaving China due to a cryptocurrency ban, the exchange was responsible for 90% of Bitcoin trading volume in this country. Now Huobi is an international platform with offices located in Singapore, Hong Kong, the United States, Japan, and Korea. In China, the company provides blockchain consulting services. Huobi has sub-exchanges: Huobi Korea, Huobi US, etc. Huobi Global is the biggest Huobi exchange. In November 2019 Huobi Global had to shut down all the accounts belonging to the US customers due to strict cryptocurrency regulations of the USA. This exchange is one of the top 50 cryptocurrency exchanges by trade volume. On the Coingecko chart of exchanges, Huobi Global occupies the third position. The exchange has more than 500 markets and supports over 220 cryptocurrencies. As Huobi provides an option to buy cryptocurrency with fiat money, this exchange is a gateway for people who enter the cryptocurrency world .

FEATURES :
Huobi Global has a really wide range of functions. First off, this exchange provides an opportunity to buy cryptocurrencies with fiat money using a credit card and other payment means. This option is delivered in the over-the-counter trading section (OTC). There is a menu line in the upper part of the website. It begins with "But Crypto". That's where one can see the OTC offerings provided by Huobi. One can buy or sell the following currencies: Bitcoin (BTC), Ether (ETH), Tether (USDT), EOS, XRP, Litecoin (LTC), Huobi Token (HT), Huobi stablecoin (HUSD), and Bitcoin Cash (BCH). Please note, that there are not so many offerings especially for certain currencies. Normally there are many options for buying BTC or USDT. The prices and payment methods vary from one trader to another. You can pay with a credit card, some traders accept payments via Western Union, AliPay, and other services.
There is a cryptocurrency exchange with hundreds of crypto-to-crypto pairs. The exchange supports market, limit and stop-limit orders. It gives traders some control over the situation and helps to secure the assets from trading in loss to some extent. In general, the exchange interface of Huobi is quite generic.
Those who have experience of trading on several other exchanges will find the interface familiar. It has a trading view with a candlestick chart on the left and the list of orders updating in real-time on the right. Under the charts, there is an order history. Under the list of market trades, there is a section where users can place orders. The candlestick chart is powered with numerous analysis tools and indicators.
What makes Huobi Global more attractive for traders is the support of margin trading. In all margin trading pairs the currencies are traded against Tether (USDT). There are 6 cryptocurrencies that can be traded with x3 leverage: Bitcoin (BTC), Bitcoin Cash (BCH), Litecoin (LTC), XRP, Ether (ETH), and EOS.
Huobi Global is aimed to provide service both to small investors and institutional traders. That's the reason why the platform offers institutional accounts with special opportunities for corporate customers. Among these features, there are colocation options and other tools that provide the opportunity of seamless high-frequency trading. Additionally, institutional accounts can get special OTC loans.
One more feature is trading derivatives. Huobi provides two separate interfaces for that purpose: Swap trading and Futures trading platforms on Huobi DM. Moreover, it is possible to participate in IEO trading via the Huobi exchange. This feature requires the use of the Huobi Token.

ASSETS AND INSTRUMENTS:
As mentioned, there are two types of instruments that you can trade on the Huobi derivatives platform. These are your traditional futures as well as the perpetual swaps or futures.
With these instruments, you are trading crypto on margin. This means that they are leveraged and your exposure is often many multiples of the amount that you have put down as collateral.
Now that we have a brief understanding of leverage, let’s take a look at the instruments on offer at the Huobi exchange.
Futures are instruments that allow the holder to buy or sell some asset in the future. Essentially, you are trading some future price of the instrument on the chose delivery date. In terms of expiry dates, they have weekly, bi-weekly and Quarterly which settle every Friday. In terms of expiry dates, they have weekly, bi-weekly and Quarterly which settle every Friday. When it comes to the specifics of the contract, they differ according to which asset is being traded. You should also take a look into the contract specifics in the Huobi docs. This includes such information as the index reference for the prices as well as your last trading price. The latter can only be done up till 10 minutes before the expiry.
Perpetual swaps are leveraged instruments that do not have have a delivery date. They are marked to market everyday and settle 3 times a day. They are sometimes also called “perpetual futures” at other exchanges.
The reason that they are called “Swaps” at Huobi Derivatives is because you are swapping the returns of one asset for the returns of another. Here, you are swapping crypto returns for returns on the US dollar.
At Huobi DM, the Perpetual swaps have leverage up to 125x and they are written on 5 different assets. These are Bitcoin and Ethereum with other coins to be added soon.

HUOBI APPS:
Huobi mobile app for iOS and Android are available. Similarly, the Huobi mobile app features most of the functionalities available on the web platform also. You can even complete tasks like account registration and verification directly via the app. In Google Play, the Huobi Global app has an average rating of 4.1 stars out of 3,730 reviews. However, in December 2018 and January 2019, some users have said that the Android app won’t let them login due to an error with Captcha. On the Apple App Store, Huobi boasts an average rating of 4.9 stars out of over 4,800 reviews.

API :
For those of you who are programmers, you will be happy to learn that Huobi global API can be used on the Futures and Swap markets.
There is both a websocket as well as a REST version available. It is suggested that you use the REST for one off operation to trade and withdraw. You should use the websocket for market data & order updates. You should also note that you can be a market maker on through the API.
If you want to start using the API then you will to get yourself an API key. This can easily be done in the API management of your account dashboard. Here you can select whether you would like it to be a read-only, Withdraw or Trade. You can also bind an IP address to this API so you can ensure than no other person will use your account even if compromised.

HUOBI FEES :
Huobi has a 0.2 % fee that applies to both market makers and takers for amounts between $0 and $5,000,000 over the course of a 30-day period. In comparison, other top exchanges like Binance have 0.1 percent fees. Actually, it has a fair trading fees structure and easy to remember also. Meanwhile, GDAX has 0.3 percent fees.
In January 2019, Huobi Global launched a tiered fee structure that significantly reduces fees for higher-volume traders. This is relatively competitive when compared to other exchanges. Users also have the option to reduce trading fees on Huobi by becoming a VIP member. This involves paying a monthly payment of HT, which varies depending on the membership level (1-5).
Like most exchanges, Huobi has no fees on deposits. However, Huobi does have withdrawal fees minimums that vary from coin-to-coin. For example, withdrawing Bitcoin (BTC) costs 0.001 BTC, with a minimum withdrawal amount of 0.01 BTC. For Tether (USDT), the flat fee is 5 USDT. And the minimum withdrawal amount is 20 USDT. Overall, the meaning- Huobi fees are generally higher than most exchanges for lower withdrawal amounts. A few exceptions exist. For example, TUSD has a withdrawal minimum of $20 but a withdrawal fee of only $2.

IS IT TRUSTWORTHY?
In contrast to other exchanges, Huobi receives a favorable score. First of all, it is incorporated and operated from Singapore. As we all know crypto regulations are advanced there. And promote blockchain startups always. Second, Huobi does provide users with multiple ways to safeguard their accounts. Although it is not enough. Essentially, 2-factor authentication is available using both SMS and authenticator apps. The platform does not require any special confirmation if the account is logged into from an unfamiliar IP address or location. There is no option to whitelist addresses for asset withdrawal, allowing funds to be sent to any address input. Furthermore, Huobi was never hacked. Even though they do present a lucrative target for attackers. Meaning, Huobi has adopted a decentralized exchange structure, which helps to resist DDOS attacks. And we believe the exchange takes these threats seriously and does everything in their power to protect the exchange from hackers. Also, Huobi does store user funds in cold storage to restrict access to them. Actually, the exchange stores around 98 percent of funds in cold wallets.

SUPPORT :
Something else that is crucial to the entire trading experience is the level of support that the exchange provides. There is nothing more frustrating than having to wait hours for response from support.
When it comes to Huobi, there are actually quite a few options to reach their customer support. Perhaps the quickest and most effective way is through their live chat function. Firstly, they will try to help you with the available resources. If that does not work then you can reach out to a live agent.

CONCLUSION:
So, in summary. We really liked the Huobi futures products. It is not only highly functional but is also secure and leverags the expertise that the team have at the main Huobi exchange.
For the futures instruments, there is a decent range of assets and leverage. Markets are also pretty liquid and these are all traded on a simplistic yet technically able trading platform. It’s also great that you can trade on PC programs and mobile apps as well.
When it comes to security, they have taken all of the same precautions that are used on the main exchange. Their 20,000 BTC strong insurance fund keeps them well protected and they have not had a single clawback of trader funds since their inception.
Yes, there are areas for improvement but the exchanges is still evolving and building out functionality. One can only hope that they take trader suggestions into account.
So then, is it worth considering?
Well, if you are looking for a highly functional and secure futures exchange that is backed by one of the biggest names in the business, then it is well worth a try.

Huobi Website: https://www.huobi.com/en-us/topic/invited/?invite_code=czdh5
UID: 138138177
Huobi Indian Community: https://t.me/huobiglobalindia
Huobi Global Community: https://t.me/huobiglobalofficial
submitted by sreenthepotato to u/sreenthepotato [link] [comments]

BULL MARKET ANALYSIS 🚨 BINANCE KILLS BITCOIN SV? feat ... URGENT: BITCOIN DUMPED!!! Last Time To Buy!? - Binance VS ... Bitcoin chart analysis in Binance 1 hours - YouTube Latest Cryptocurrency News  Bitcoin Analysis & Price ... BITCOIN WILL DO THIS IN 48 HOURS!! - I'm Buying THIS Level ... Bitcoin Trade Replay en analyse: UNI-BTC daytrade op Binance 7576$ Bitcoin, Komodo, Chainlink, NEO und Binance Coin in der Analyse Binance Coin BNB Technical Analysis - Nov. 06 - YouTube

Binance opens the API Beta to public. You can create your API Key and Secret in your Account settings( API Document ). If you have any questions, please use the # Binance API (English). You can apply API beta tesing here. API . Thank you for your support! Binance Team July 28th, 2017 Often irreverent, always informative, BitcoinerX brings you the latest bitcoin news and information on the cryptocurrency market, blockchain technology, price analysis, and more. Bitcoin dominance climbed from a recent low at 60.22 to 61.59 at the time of writing. The recent Bitcoin dip to $11,400 did major altcoins no favors, with a lot of red across the board. Some coins with excellent recent gains also dropped, such as TRO Analysis; Predictions; ICOs; Blog; Ultimate guide on how to transfer Bitcoin from Bitstamp to Binance. Step by step overview on how to withdraw Bitcoin from Bitstamp. To withdraw funds from Bitstamp, one must verify his/her account first. After such, you will be able to transact via Bitcoin or Fiat money. The transaction time at Bitstamp does not take too long, and the process is also user ... Changpeng Zhao, chief government officer of Binance, exploded onto the cryptocurrency scene in Leaked ‘Tai Chi’ Doc Reveals Binance’s Elaborate Scheme To Evade Bitcoin Regulators New World Times Binance (BNB/BTC) Technical Analysis for 09/20/2017 – Stuck in Consolidation. September 20, 2017. 640. Share. Facebook. Twitter. ReddIt. Telegram. Pinterest. WhatsApp. Advertisment. You want the latest news about Crypto? Then follow us on Google News! Binance is down more than 8% against bitcoin, even as the latter cryptocurrency faces its own setbacks. The downtrend remains intact on short ... Binance was founded in China in the summer of 2017 by Changpeng Zhao, 44, a cryptocurrency veteran with prior experience at bitcoin wallet provider Blockchain LLC and cryptocurrency exchange, OKCoin. Binance Coin (BNB), Cardano (ADA), TRON (TRX), Tezos (XTZ), and Chainlink (LINK) are trading in bull markets. The altcoins possess similar characteristics as prices are above the EMAs. In other words, the uptrend will continue as long as prices remain above the EMAs. Some of the cryptocurrencies are geared up by the recent upswing of […] Doc.com - Binance Coin Chart (MTC/BNB) Conversion rate for Doc.com to BNB for today is BNB0.00015279. It has a current circulating supply of 761 Million coins and a total volume exchanged of BNB13,724.64071494 Binance cryptocurrency exchange - We operate the worlds biggest bitcoin exchange and altcoin crypto exchange in the world by volume

[index] [21252] [4275] [12713] [4808] [4221] [13665] [2865] [541] [6843] [19621]

BULL MARKET ANALYSIS 🚨 BINANCE KILLS BITCOIN SV? feat ...

Welcome to Team Underground, I (Thomas) do weekly BTC price analysis on YouTube. I've been full time trading bitcoin for over a year now and I've decided to ... 27.09.2019 - #Bitcoin #Altcoins #Trading Wir analysieren heute Bitcoin, Komodo, Chainlink, NEO und Binance Coin. Bitcoin & Altcoin Bollinger Band Indikator f... Watch live: https://ivanontech.com/live Welcome to Team Underground, I (Thomas) do weekly BTC price analysis on YouTube. I've been full time trading bitcoin for over a year now and I've decided to ... Latest Cryptocurrency News Bitcoin Analysis & Price Prediction Samsung Travala Binance Etc. Latest cryptocurrency news today in hindi Video covers th... I hope you have to make some profit from it. Binance Coin BNB Technical Analysis. Remember this are just my personal opinion of what could happen on the markets. This is NOT a financial advice. Please do y... In deze video zie je een samenvatting, inclusief uitgebreid commentaar, van een daytrade volgens de CryptoCoiners-strategie, op Binance. De complete trade ku...

#