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Crypto and the Latency Arms Race: Crypto Exchanges and the HFT Crowd

Crypto and the Latency Arms Race: Crypto Exchanges and the HFT Crowd


News by Coindesk: Max Boonen
Carrying on from an earlier post about the evolution of high frequency trading (HFT), how it can harm markets and how crypto exchanges are responding, here we focus on the potential longer-term impact on the crypto ecosystem.
First, though, we need to focus on the state of HFT in a broader context.

Conventional markets are adopting anti-latency arbitrage mechanisms

In conventional markets, latency arbitrage has increased toxicity on lit venues and pushed trading volumes over-the-counter or into dark pools. In Europe, dark liquidity has increased in spite of efforts by regulators to clamp down on it. In some markets, regulation has actually contributed to this. Per the SEC:
“Using the Nasdaq market as a proxy, [Regulation] NMS did not seem to succeed in its mission to increase the display of limit orders in the marketplace. We have seen an increase in dark liquidity, smaller trade sizes, similar trading volumes, and a larger number of “small” venues.”
Why is non-lit execution remaining or becoming more successful in spite of its lower transparency? In its 2014 paper, BlackRock came out in favour of dark pools in the context of best execution requirements. It also lamented message congestion and cautioned against increasing tick sizes, features that advantage latency arbitrageurs. (This echoes the comment to CoinDesk of David Weisberger, CEO of Coinroutes, who explained that the tick sizes typical of the crypto market are small and therefore do not put slower traders at much of a disadvantage.)
Major venues now recognize that the speed race threatens their business model in some markets, as it pushes those “slow” market makers with risk-absorbing capacity to provide liquidity to the likes of BlackRock off-exchange. Eurex has responded by implementing anti-latency arbitrage (ALA) mechanisms in options:
“Right now, a lot of liquidity providers need to invest more into technology in order to protect themselves against other, very fast liquidity providers, than they can invest in their pricing for the end client. The end result of this is a certain imbalance, where we have a few very sophisticated liquidity providers that are very active in the order book and then a lot of liquidity providers that have the ability to provide prices to end clients, but are tending to do so more away from the order book”, commented Jonas Ullmann, Eurex’s head of market functionality. Such views are increasingly supported by academic research.
XTX identifies two categories of ALA mechanisms: policy-based and technology-based. Policy-based ALA refers to a venue simply deciding that latency arbitrageurs are not allowed to trade on it. Alternative venues to exchanges (going under various acronyms such as ECN, ATS or MTF) can allow traders to either take or make, but not engage in both activities. Others can purposefully select — and advertise — their mix of market participants, or allow users to trade in separate “rooms” where undesired firms are excluded. The rise of “alternative microstructures” is mostly evidenced in crypto by the surge in electronic OTC trading, where traders can receive better prices than on exchange.
Technology-based ALA encompasses delays, random or deterministic, added to an exchange’s matching engine to reduce the viability of latency arbitrage strategies. The classic example is a speed bump where new orders are delayed by a few milliseconds, but the cancellation of existing orders is not. This lets market makers place fresh quotes at the new prevailing market price without being run over by latency arbitrageurs.
As a practical example, the London Metal Exchange recently announced an eight-millisecond speed bump on some contracts that are prime candidates for latency arbitrageurs due to their similarity to products trading on the much bigger CME in Chicago.
Why 8 milliseconds? First, microwave transmission between Chicago and the US East Coast is 3 milliseconds faster than fibre optic lines. From there, the $250,000 a month Hibernia Express transatlantic cable helps you get to London another 4 milliseconds faster than cheaper alternatives. Add a millisecond for internal latencies such as not using FPGAs and 8 milliseconds is the difference for a liquidity provider between investing tens of millions in speed technology or being priced out of the market by latency arbitrage.
With this in mind, let’s consider what the future holds for crypto.

Crypto exchanges must not forget their retail roots

We learn from conventional markets that liquidity benefits from a diverse base of market makers with risk-absorption capacity.
Some have claimed that the spread compression witnessed in the bitcoin market since 2017 is due to electronification. Instead, I posit that it is greater risk-absorbing capacity and capital allocation that has improved the liquidity of the bitcoin market, not an increase in speed, as in fact being a fast exchange with colocation such as Gemini has not supported higher volumes. Old-timers will remember Coinsetter, a company that, per the Bitcoin Wiki , “was created in 2012, and operates a bitcoin exchange and ECN. Coinsetter’s CSX trading technology enables millisecond trade execution times and offers one of the fastest API data streams in the industry.” The Wiki page should use the past tense as Coinsetter failed to gain traction, was acquired in 2016 and subsequently closed.
Exchanges that invest in scalability and user experience will thrive (BitMEX comes to mind). Crypto exchanges that favour the fastest traders (by reducing jitter, etc.) will find that winner-takes-all latency strategies do not improve liquidity. Furthermore, they risk antagonising the majority of their users, who are naturally suspicious of platforms that sell preferential treatment.
It is baffling that the head of Russia for Huobi vaunted to CoinDesk that: “The option [of co-location] allows [selected clients] to make trades 70 to 100 times faster than other users”. The article notes that Huobi doesn’t charge — but of course, not everyone can sign up.
Contrast this with one of the most successful exchanges today: Binance. It actively discourages some HFT strategies by tracking metrics such as order-to-trade ratios and temporarily blocking users that breach certain limits. Market experts know that Binance remains extremely relevant to price discovery, irrespective of its focus on a less professional user base.
Other exchanges, take heed.
Coinbase closed its entire Chicago office where 30 engineers had worked on a faster matching engine, an exercise that is rumoured to have cost $50mm. After much internal debate, I bet that the company finally realised that it wouldn’t recoup its investment and that its value derived from having onboarded 20 million users, not from upgrading systems that are already fast and reliable by the standards of crypto.
It is also unsurprising that Kraken’s Steve Hunt, a veteran of low-latency torchbearer Jump Trading, commented to CoinDesk that: “We want all customers regardless of size or scale to have equal access to our marketplace”. Experience speaks.
In a recent article on CoinDesk , Matt Trudeau of ErisX points to the lower reliability of cloud-based services compared to dedicated, co-located and cross-connected gateways. That much is true. Web-based technology puts the emphasis on serving the greatest number of users concurrently, not on serving a subset of users deterministically and at the lowest latency possible. That is the point. Crypto might be the only asset class that is accessible directly to end users with a low number of intermediaries, precisely because of the crypto ethos and how the industry evolved. It is cheaper to buy $500 of bitcoin than it is to buy $500 of Microsoft shares.
Trudeau further remarks that official, paid-for co-location is better than what he pejoratively calls “unsanctioned colocation,” the fact that crypto traders can place their servers in the same cloud providers as the exchanges. The fairness argument is dubious: anyone with $50 can set up an Amazon AWS account and run next to the major crypto exchanges, whereas cheap co-location starts at $1,000 a month in the real world. No wonder “speed technology revenues” are estimated at $1 billion for the major U.S. equity exchanges.
For a crypto exchange, to reside in a financial, non-cloud data centre with state-of-the-art network latencies might ironically impair the likelihood of success. The risk is that such an exchange becomes dominated on the taker side by the handful of players that already own or pay for the fastest communication routes between major financial data centres such as Equinix and the CME in Chicago, where bitcoin futures are traded. This might reduce liquidity on the exchange because a significant proportion of the crypto market’s risk-absorption capacity is coming from crypto-centric funds that do not have the scale to operate low-latency strategies, but might make up the bulk of the liquidity on, say, Binance. Such mom-and-pop liquidity providers might therefore shun an exchange that caters to larger players as a priority.

Exchanges risk losing market share to OTC liquidity providers

While voice trading in crypto has run its course, a major contribution to the market’s increase in liquidity circa 2017–2018 was the risk appetite of the original OTC voice desks such as Cumberland Mining and Circle.
Automation really shines in bringing together risk-absorbing capacity tailored to each client (which is impossible on anonymous exchanges) with seamless electronic execution. In contrast, latency-sensitive venues can see liquidity evaporate in periods of stress, as happened to a well-known and otherwise successful exchange on 26 June which saw its bitcoin order book become $1,000 wide for an extended period of time as liquidity providers turned their systems off. The problem is compounded by the general unavailability of credit on cash exchanges, an issue that the OTC market’s settlement model avoids.
As the crypto market matures, the business model of today’s major cash exchanges will come under pressure. In the past decade, the FX market has shown that retail traders benefit from better liquidity when they trade through different channels than institutional speculators. Systematic internalizers demonstrate the same in equities. This fact of life will apply to crypto. Exchanges have to pick a side: either cater to retail (or retail-driven intermediaries) or court HFTs.
Now that an aggregator like Tagomi runs transaction cost analysis for their clients, it will become plainly obvious to investors with medium-term and long-term horizons (i.e. anyone not looking at the next 2 seconds) that their price impact on exchange is worse than against electronic OTC liquidity providers.
Today, exchange fee structures are awkward because they must charge small users a lot to make up for crypto’s exceptionally high compliance and onboarding costs. Onboarding a single, small value user simply does not make sense unless fees are quite elevated. Exchanges end up over-charging large volume traders such as B2C2’s clients, another incentive to switch to OTC execution.
In the alternative, what if crypto exchanges focus on HFT traders? In my opinion, the CME is a much better venue for institutional takers as fees are much lower and conventional trading firms will already be connected to it. My hypothesis is that most exchanges will not be able to compete with the CME for fast traders (after all, the CBOE itself gave up), and must cater to their retail user base instead.
In a future post, we will explore other microstructures beyond all-to-all exchanges and bilateral OTC trading.
Fiber threads image via Shutterstock
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ColossusXT Q1 2019 AMA Ends!

Thank you for being a part of the ColossusXT Reddit AMA! Below we will summarize the questions and answers. The team responded to 22 questions! If your question was not included, it may have been answered in a previous question or AMA. The ColossusXT team will do a Reddit AMA at the end of every quarter.
We do have a question. Should we change the two examples that we have used for the past year, or should we continue to use those?
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The winner of the Q4 AMA Contest is: Gettyspurgu
You will receive a message from me shortly for a deposit address.
Thank you to everyone who participated.
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Q: Why does your blockchain exist and what makes it unique?
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A: ColossusXT exists to provide an energy efficient method of supercomputing. ColossusXT is unique in many ways. Some coins have 1 layer of privacy. ColossusXT and the Colossus Grid will utilize 2 layers of privacy through Obfuscation Zerocoin Protocol, and I2P and these will protect users of the Colossus Grid as they utilize grid resources. There are also Masternodes and Proof of Stake which both can contribute to reducing 51% attacks, along with instant transactions and zero-fee transactions. This protection is paramount as ColossusXT evolves into the Colossus Grid. Grid Computing will have a pivotal role throughout the world, and what this means is that users will begin to experience the Internet as a seamless computational universe. Software applications, databases, sensors, video and audio streams-all will be reborn as services that live in cyberspace, assembling and reassembling themselves on the fly to meet the tasks at hand. Once plugged into the grid, a desktop machine will draw computational horsepower from all the other computers on the grid.
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Q: What is the Colossus Grid?
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A: ColossusXT is an anonymous blockchain through obfuscation. Zerocoin Protocol, along with utilization of Armis (I2P). These features will protect end user privacy as ColossusXT evolves into the Colossus Grid. The Colossus Grid will connect devices in a peer-to-peer network enabling users and applications to rent the cycles and storage of other users’ machines. This marketplace of computing power and storage will exclusively run on COLX currency. These resources will be used to complete tasks requiring any amount of computation time and capacity, or allow end users to store data anonymously across the COLX decentralized network. Today, such resources are supplied by entities such as centralized cloud providers which are constrained by closed networks, proprietary payment systems, and hard-coded provisioning operations. Any user ranging from a single PC owner to a large data center can share resources through Colossus Grid and get paid in COLX for their contributions. Renters of computing power or storage space, on the other hand, may do so at low prices compared to the usual market prices because they are only using resources that already exist.

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Q: Could you give me 3 points where COLX exceeds other crypto and 1/2 point where you think COLX lacks behind or could do better. (Pardon me if my English is not perfect)
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A: Sure.
Exceeds:
  1. Community Service and Support – ColossusXT provides 24/7 support in our Discord Server
  2. Dedication – The ColossusXT team holds quarterly AMA’s and look forward to community questions and feedback. We are active daily in Discord to address ANY concerns or questions.
  3. ColossusXT is building a product, rather than hyping up a nonexistent product.
Lacks:
  1. Marketing – As above, we are well aware that our marketing presence is not as active or strong as many of these other projects. I believe that many of these projects will die off, and the only thing keeping them alive is their marketing. They have stopped building, ColossusXT is very goal and task oriented. Marketing is intended to pick up as we get closer to the Colossus Grid going live.

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Q: Hi
My question to the ColossusXT team :
Can you tell us more clearly about the environmentally conscious cryptocurrency. In what way is it environmentally conscious
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A: You use less energy to mine Proof of Stake blockchains than you do with Proof of Work blockchains. As the Colossus Grid comes online, the computing power that you can rent cycles from, and the decentralized storage will also be at competitive pricing with current systems.

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Q: What is colx doing different from the hundreds of other low market cap coins to rise up and be a player in this saturated market?
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A: ColossusXT’s greater purpose is the Colossus Grid. Please take some time to check out our whitepaper, there is also some sample descriptions of ColossusXT and the Colossus Grid in the first post of this AMA.

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Q: What projects are the COLX team working on in order to promote/achieve mass adoption and usage?
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A: It's difficult to announce anything before the processes are finalized. We have some strategic marketing plans in place for the Colossus Grid that will bring a significant amount more visibility to the Colossus Grid and ColossusXT. I really don't like answering questions by saying I cannot share this information, but in this case; I do apologize.

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Q: How does COLX in its current state and development lend itself to grid computing? For example, why fork from PIVX to make a grid computing coin?
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A: We forked from PIVX because each team member values privacy as a right, and our community is built around thousands of individuals who believe in your right to privacy, and want to make the world a better place by reducing energy consumption and allow access to supercomputing power to any researching, business, or person in the world.

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Q: Hey team! Just wondering COLX initially intended to make their own payment method if I recall correctly. Is the plan to just use these third party cards or are we eventually going to implement our own. I feel like this may bring great value to the project for us being less dependent on other companies. Cheers!
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A: We are currently focusing much of our development funding and time towards the Colossus Grid, we may have more time to focus on this in the future. Currently we have integrated with Polis and Plaak cards in the meantime. We also intend to make fiat purchases available in wallet and will be available on an exchange in the coming weeks.

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Q: As a ColX investor I would like to ask the critical question, why would any online or real store accept colX over many other crypto currencies, that are either more established or more well known.
Can you answer me this as reflective and honest as possible?
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A: Many of these larger projects have also completed large ICO’s. What will make ColossusXT stand out is the level of development we will continue to push and the continued relationships and partnerships we form that will have a meaningful impact on the Colossus Grid; Having no ICO and no premine ColossusXT may seem like a small marketcap coin to many investors, and in a statistical standpoint it certainly is, but at one point those competing projects were not established, and they were not well known. We are here to build the Colossus Grid network, and continue to improve on that network for years to come.

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Q: Do you think there’s any merit in considering a name change, perhaps coupled with a brand re-launch? “ColussusXT” is rather a mouthful!
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A: We have this question come up every AMA I think, and we have given it some serious discussion. It is certainly possible, about a year ago we rebranded from ColossusCoinXT to ColossusXT.

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Q: COLX is quite far in its development now. With that in mind, can the team give us any details as to the architecture for the Colossus Grid? What are its specifications, for example?
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A: A detailed business plan for the Colossus Grid will be revealed soon. The technical details are being worked in a private repo until Beta. Prior to Beta launch when we have all of our ducks in a row. We will release technical details and create a branch in GitHub.

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Q: the daily volume is sometimes below 1k usd, that really is pretty much nothing. how soon can we expect a listing at a "bigger" exchange like for example kucoin?
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A: Listing with some of the larger exchanges requested by the community requires some legal documents that we needed to procure and compliance regulations within the United States. We have acquired them this week thanks to our amazing legal team, and we hope to offer some more exciting exchange opportunities to the ColossusXT community very soon.

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Q: Also are you guys planning to decrease roi on the masternodes and stakingas it is still quite high to seem realistic
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A: We have one of the lowest of the crypto projects. About the time you wrote this question there was a bug in the masternode tracker, and it has since been fixed. Please let me know if this was your concern when you have some time. Thank you

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Q: If you have no money, where will you get it to develop the project? Public recognition will not push the token up if the team has no money for its development. Society recognizes that cryptocurrency, which in a short time achieves great results. And with the help of one enthusiasm, you will not achieve much in any economic sector.
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A: I think there may be some confusion here. We don’t have 0$ funding. We use our own income, the dev fund, and the community crowdfunds for certain opportunities. We have limited funding, which basically means we thoroughly double check everything before spending a dime, we use much of our funding for development of the Colossus Grid.

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Q: Where do you see ColossusXT 10 years from now?
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A: In 10 years I see ColossusXT as a leader in supercomputing and distributed storage industries. ColossusXT will bring cheaper, and more efficient methods of storing and computing, drastically reducing cost and energy consumption to process and store big DATA. "Why our blockchain exists?" takes this further for you; As the Colossus Grid network grows, the strength of it's computing power will grow. Hopefully in 10 years we have cheaper supercomputing power that has helped colleges and researches further their dream of solving problems, answering the difficult question; Skynet does creep into the back of my head from time to time though. ;)

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Q: Will to be possible to bridge a Enterprise Resource Planning (ERP) or SAP like system to provide corporate solution not only for recording business transaction but also to protect Corporations data using COLX protocal?
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A: Colossus Grid will be able to be used either in individual or in corporate level. Depending on the need, corporations can utilize Colx coins to buy storage and make their data protected over Grid instead of depending on servers if relevant.

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Q: After the incident of fake stake attack how do you guarantee the security of chain-based Pos? I mean how you improve the security to prevent or not to happen it again? As you mention that colx is alternative to bitcoin. Is there a possible of mass adoption to colx like bitcoin(btc past 10 years)? If yes. How could it be?
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A: Yes. The Fake Staking bug did not affect your coins, it would cause your wallet to crash for the most part. We are currently doing a massive codebase upgrade, to fine tune and continue to scale our technology and security with technology as it changes.
Certainly mass adoption is possible, but as Bitcoin is not building a network for distributed computing power and storage, we still have some work to do for mass adoption.

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Q: Remote activation is possible for masternodes and it is much safer. Is there already a blockchain technology to do that for staking? If not, is it possible to invent it and apply it in COLX?
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A: There is currently no roadmap item to enable remote activation or offline storage for staking wallets. As a community-based project COLX does honor feature requests when the community demand justifies the cost of implementation or when the community is able to directly fund the change, however, we have not seen any demand for remote staking activation thus far. If this becomes a more common request, we could definitely consider using our monetary resources to add that to the COLX featureset.

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Q: How many Funds do you have left to keep the project running if the bear stays a year longer?
In other words: How safe is my money in colx Tokens?
I dont have a problem to hold them for many years. But I have a problem if you're going to quit the project before the bull returns :-P
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A: ColossusXT was initially built with team funding, to us; it is very important that we complete the Colossus Grid not only for the ColossusXT community, but to show the entire blockchain industry that you do not need an ICO, or a premine to create something great. The Colossus Grid will allow any user to rent or share computing power or storage across the ColossusXT decentralized network. Now we continue to work with funding contributions directly from core team members, we are also utilizing masternode governance that has also increased our funding since ColossusXT was initially launched and several community crowdfunds have been successfully completed. The bear market could continue, and ColossusXT will continue building and optimising the ColossusXT network and the Colossus Grid. We have set out with a mission, and we fully intend to complete our mission of bringing cheap and efficient computing power to anyone in the world.

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Q: How many active developers does COLX have?
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A: 5 active developers are currently apart of the ColossusXT team. We do intend to grow our team with more developers who are passionate about grid computing, creative and willing to break boundaries.

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Q: What are the prerequisites for a system to join Colossus Grid for sharing computing power and storage space?
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A: These details will be released prior to Beta invitations being sent out. There is much that will change between Alpha and Beta.

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Q: Are there any plans to actively promote growth of open source contributions towards ColossusXT core or peripherals?
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A: All COLX development is open source and available on GitHUB. COLX is a community-based project and we encourage talented developers who wish to contribute to contact to the team to see how they can best contribute. The COLX development team is currently focusing on delivering our core applications in a timely manner as outlined in the roadmap. As that work nears completion, we will be looking to expand the team and the COLX product into a variety of peripheral use cases.

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Q: What are your thoughts as to why trade satoshi is delisting COLX?
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A: Tradesatoshi is delisting COLX, along with several other coins, due to their new volume policy. After being listed on Cryptopia last year, most of the COLX volume had departed Tradesatoshi. While it would be nice to have COLX still listed on Tradesatoshi, it likely would lose any potential volume once Cryptopia fully reopens with deposits/withdrawals. The team is committed to applying for larger and better exchanges to help increase volume and the availability to larger numbers of investors. Please keep in mind that the current deadline to transfer any remaining coins from Tradesatoshi is April 15th.

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Q: Hey guys, first of all, great job on the recent addition to Binance Info's transparency initiative. Keep up the great work!
In thinking about potential markets for grid computing, one area that I and many other crypto enthusiasts and miners are already familiar with is hashrate clearing houses like Nicehash. Nicehash is a great service but, just like a centralized crypto exchange, requires trusting a centralized point of failure in order to function. As we've seen in the past, this can lead to issues.
With all that said, it would be great if, in the future, mining hashpower could be bought and sold through a grid computing marketplace in a way that is decentralized, private and trustless. I was wondering if the team had given any thought to a pilot test of the upcoming grid by integrating well known open source mining software as a working platform for compute power buyers and sellers.
I think doing this would have two key advantages:
1. Crypto miners are generally familiar with the process of holding and moving around smaller cap altcoins with their native wallets and may not have an issue buying or selling COLX to complete grid transactions, so in a lot of ways these kinds of folks are ideal candidates to be the first users of the COLX Grid; and
2. If miners come on board in a meaningful way, it may help establish some buying and selling volume for COLX as contracts are bought and sold. This is obviously important for future price stability.
I know that's a lot, but I figured this was a good place to ask and I'd love to know the team's thoughts on this. Thanks for your time and once again, keep it up!
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A: Yes, we have discussed this previously as a team. It is possible that some of the computing power being rented on the decentralized marketplace is being used to mine other cryptocurrencies. While this is not initially the intended purpose for using computing power on the Colossus Grid. It certainly is thinking outside the box, and I’m eager to read some of the future results from community members who do use it for this purpose.

Important Information:

Website
Whitepaper
Roadmap
GitHub
Wiki
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Contribute an Idea!

AMA History:

2018 Q1
2018 Q2
2018 Q3
2018 Q4
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