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Bitcoins Proof Of Work Is Well Worth Its Fees – Bitcoin Magazine

Recently, in an apparent response to a largely-flawed critique of stablecoins from the Open Markets Institute, cryptocurrency exchange FTX clarified its position on transaction fees for withdrawals.

Its blog post was striking in that it appeared to associate proof-of-work (PoW) blockchains with high fees (which users are partly responsible for upon withdrawal) and proof-of-stake (PoS) blockchains with low fees. The conclusion: FTX wants to encourage users to use low-fee, less-energy-intensive, proof-of-stake blockchains. We can see the appeal of associating PoW with extractive, consumer-unfriendly, high fees, and PoS with efficiency and user-friendliness. But FTX is mistaken to associate consensus and fees.

In its article, FTX claimed:

The actual amount that a blockchain requires to send a transaction differs widely based on the underlying structure of that blockchain. Platforms like Bitcoin and Ethereum are known as Proof of Work blockchains, where the work required to add that transaction to the blockchain uses a large amount of computing time and energy. On such platforms, average transaction fees are quite high: around $2 per transaction for Bitcoin, and around $40 per transaction on Ethereum!

Leaving aside our surprise at seeing a major exchange take such a partisan approach, the analysis relies on a misconception regarding the relationship between consensus (or Sybil resistance) methods and blockchain fees. There simply is no inherent association between proof of work and high fees, or proof of stake and low fees. The fact that the only meaningful fees exist on two blockchains (Ethereum and Bitcoin), both of which currently happen to be PoW-based, does not mean that PoW implies or causes fees. It simply means that the two most popular blockchains both use PoW and are somewhat congested, leading to high fees (Ethereum, more so than Bitcoin).

In PoW coins, work must be performed and verified before a block is appended to a blockchain. Producing work requires miners to perform several attempts before finding the number that grants them permission by the protocol to add a block to the blockchain. At first glance, it may appear that proof of works trial-and-error architecture naturally entails a delay in block production and that, in times of congestion, that delay pushes fees higher. However, this is a misunderstanding of what drives throughput.

The time in between blocks is not what determines throughput in crypto networks. Instead, the main determinant of throughput is block size, i.e., the number of bytes (and hence, transactions) that can fit into a block. Consider that a blockchain designed to produce one block per second with 1,000 transactions in each block has the very same throughput of a blockchain that produces one block per minute that is large enough to fit 60,000 transactions.

Critics of proof of work might be tempted to claim that an increase in the interval between blocks affects settlement time, which in turn increases congestion. That would also be misguided. A transaction included in a block is not final. All blockchains, including those that follow new architectures such as Solana, require users to wait before considering a transaction final. The reason behind this wait is that there are events that might take place within that period where the blocks in the blockchain are reorganized. Depending on the severity of these events, a transaction that was once in a block might be permanently removed from the blockchain.

The cause of fees is simply more demand for blockspace than there is available supply. Under conditions of scarcity, a prioritization method for transactions must be determined. One way is to create an auction in which eager transactors can pay up for priority inclusion in a block.

Having material fees is extremely healthy for a public blockchain system: it eliminates the spam problem by making it costly to insert junk data, and it constitutes protocol revenue that can be directed to a number of causes.

In Bitcoins case, this fee-based revenue will pay for security once issuance trails off. For Ethereum, fees are already being burnt to introduce a deflationary mechanic. You could also redirect fees to finance various public goods like paying Core developers. To make a rough corporate analogy, fees are revenue and issued supply is equity. Many firms do finance their operations by continually issuing stock, but shareholders generally prefer not to get endlessly diluted. The existence of fee revenue frees blockchains from dependence on dilution-based financing.

In such blockchains, fees also play a critical role in supporting their long-term security. They make it costly for information to be stored on the blockchain, thereby disincentivizing spam and DDoS attacks that have historically plagued zero-/low-fee networks, like Nano, EOS and XRP. Most crucially, fees promote a competitive environment among miners which in turn makes it prohibitively expensive for single parties to successfully attack a network. Thus far, proof of work in high-fee environments is the only battle-tested mechanism known to the industry to be resilient against attacks.

In its post, FTX claimed that the work required to add [a] transaction to the blockchain uses a large amount of computing time and energy. This is erroneous. Contrary to this common characterization of PoW, there is no energy payload required to make a transaction. You are not using joules to push transactions through the pipes. Making, registering and validating a transaction costs very little, computationally.

The thing which is expensive (financially, and, in the case of PoW, in terms of energy, too) is winning the eligibility rights to include a block, obtainable by brute-forcing for a valid nonce. And its expensive because the reward for creating a block is significant around $290,000 at the time of this writing. Logically, miners will pay up to $99 to win a bounty worth $100. But this bounty exists due to the issuance of new coins as fees are de minimis (in Bitcoin at least). The bounty is also available whether a block contains 4,000 transactions or none.

The per-transaction energy cost figure that FTX and the affiliated Solana make frequent reference to is not a useful analysis. Bitcoin could produce far more blockspace, thus driving fees to zero (as BSV did indeed do, for instance), without expending a joule more energy. Bitcoin could also process zero transactions per block, and miners would expend virtually the same amount of energy. There simply isnt a linear correlation between transactions and energy expenditure, and there is barely any causal linkage between the two.

As to why fees exist in the first place, they are the consequence of crowded block space. Congestion exists in a blockchain context because the basic security model of blockchains requires that end users can independently audit and verify the transactional history from the very first block should they choose to, and theres a limit to the quantity of data that can be audited per unit time.

A blockchain is a replicated ledger. The orthodox security model requires that users be able to actually run a current version of that ledger, and recreate and validate all historical transactions, thereby ensuring that the rules are being followed. Bitcoins design philosophy aims to permit anyone with at least a weak internet connection and consumer-grade hardware to perform a full audit of the transaction log.

Ethereum takes a more liberal approach, adding computational complexity and some scalability at the cost of more challenging and expensive verification. But still, running an Ethereum node should be doable on high-end consumer hardware if users discard some historical information after validating it, a technique called pruning. It is not out of the reach of a somewhat technical individual with a modest budget.

The design philosophy of both Bitcoin and Ethereum (at least in its current form founder Vitalik Buterin has more ambitious plans which deviate from this idea) stresses the importance of an individual being able to run a current copy of the ledger. Therefore, the growth of the ledger must itself be constrained to keep the cost of node operation within reasonable bounds. The major constraints are disk i/o, bandwidth and storage capacity.

Its not enough to store the blockchain you have to stay up to date with its latest entries, which means downloading a lot of data and performing new computation by verifying data as it arrives. Here is where we arrive at the key constraints: Theres only so much computation modern hardware can perform per unit time only so many signatures that can be verified and state changes verified. Of course, node software can (and has been) optimized, to eke more computation (and hence transactional validation) out of the same number of bit flips. Storage and bandwidth are generally becoming cheaper with time, too. But these still represent genuine constraints grounded in the laws of physics. A computer can only do so much.

So, we arrive at the status quo. Bitcoins protocol makes available a theoretical maximum of 4 MB of new block space every 10 minutes in practice, this hovers around 1.2 MB at the current weekly average. Ethereum post-EIP-1559 creates roughly 6 MB every ten minutes. If demand exceeds supply, a queue emerges, and the highest bidders get priority access to block space. Hence, fees.

As demonstrated, fees are not a PoW thing or an energy thing. They are a security model thing. If you want to keep the decentralization high, you want to keep the cost of node operation low, and thus you want to limit the quantity of data a validator must process per unit time. If you do all of these things, and your blockchain is popular, fees will organically emerge, as they did in Bitcoin and Ethereum.

Now, if you take a much looser view of security, and you are content to have a small number of very performant nodes doing all of the validation, then you can create more block space, and drive fees effectively to zero.

This is not a new idea; its the foundation of the big block movement in Bitcoin, which embroiled the protocol in a civil war for the better part of a decade. That movement gave birth to the perfect counterexample to the claims of FTX: BSV.

The designers of BSV created virtually-unlimited quantities of blockspace, content as they were to have a small number of industrial nodes perform validation. Fees are effectively zero in BSV. But this is a PoW network, and its miners absolutely consume energy. Conversely, at some point next year, Ethereum will move to a proof-of-stake model, at which point it will stop consuming meaningful amounts of energy. But I expect Ethereum will still having meaningful fees at the base layer and these fees will be considered desirable in many respects, since they support the deflationary mechanism introduced with EIP-1559.

The reason that Solana, for instance, has low fees, is simply because the designers of that network were happy to adopt a different security model from Bitcoin or Ethereum. In Solana, there is virtually no difference between running a node for the purposes of verifying the integrity of the chain and running a node for mining blocks. As such, running a Solana node requires extremely specialized hardware and an experienced devops team.

We can attest to this, as Coin Metrics runs one (alongside 100 other nodes spanning 25 distinct Layer 1 blockchains). It costs Coin Metrics dozens of thousands of dollars a month to run a SOL node. That is a magnitude higher than the couple of hundreds of dollars a month we spend running BTC nodes.

At current rates, Solana produces approximately 550-times more blockspace than Bitcoin per day. Solana validators, at current rates, must process around 100 GB per day of data, or 36 TB per year. Most of that data is removed, or pruned, which impacts the ability of third parties to check all transactions from genesis.

Bitcoin node operators, by contrast, ingest around 180 MB per day, or 65 GB per year. Solana validators must therefore manage two orders of magnitude more data than Bitcoin validators. Ethereum is a bit more complex and computationally intense than Bitcoin, but still far more limited than Solana in terms of the computational work validators must do to maintain the ledger.

Solana can offer users more abundant blockspace and therefore a cheaper all-in transactional experience, but this comes at a cost. The network has recently experienced outages, as its relatively few nodes were successfully targeted with DDoS attacks. Effectively, Solana obtained (a measure of) scalability, but at the cost of more centralization, and consequent fragility.

Ultimately, the Sybil-resistance mechanism used is largely irrelevant to the question of fees. A PoS network could be completely costless from an energy perspective and constrict block space, causing fees to emerge; a PoW network could increase blockspace and drive fees to zero.

While FTXs analysis is off base on the question of fees and PoW, we can nevertheless sympathize with the desire of an exchange operator to align itself with proof-of-stake networks, and to minimize the importance of PoW networks.

After all, if you can influence the world toward an outcome in which PoS-based monetary goods are dominant, and you run a large custodial exchange which stands to accumulate lots of those PoS assets, your incentives are clear. Other things being equal, you probably prefer to have more rather than less influence over the worlds future monetary protocol.

In a PoS-dominant world, exchange operators, custodians and banks that accumulate the most coins are king. Users that deposit coins generally surrender their coin-based network voting rights to the exchanges themselves. There are already examples of exchanges being used to influence PoS networks, as occurred when Justin Sun colluded with Binance, Huobi and Poloniex to commandeer the Steem network. These exchanges voted with user funds in Suns favor, demonstrating an obvious principal-agent problem created by the custody of PoS assets.

In a PoW world, large intermediaries are much less empowered. The failure of SegWit2x, a movement supported by most of the large exchanges and custodians at the time, demonstrates this. Imagine a similar movement today, except taking place on one of the larger PoS networks. The largest exchange operators, custodying as they do a large plurality of all the outstanding coins, would simply shape the protocol to their liking with no resistance.

And in a world where operating an exchange is a decidedly hazardous profession, as demonstrated by the travails of BitMEX, Huobi and OKEx executives, the inclination is surely to offend the powers that be as little as possible.

So, it stands to reason that FTX leadership would align itself with ecological PoS, eliminating what has historically been the most strident objection to public blockchains from the policy crowd. Why rock a boat which is already swaying quite precariously?

But we would argue that even though the naive analysis suggests that exchanges should, as a group, support and foster the growth of PoS while marginalizing PoW, this is unwise in the long run. If these exchanges/brokerages/banks accumulate a large fraction of all the coins, they will amass enormous political power, especially if these blockchains become monetary assets of global consequence. At that point, accumulating voting power proportional to coins held becomes a poisoned chalice. The exchange becomes a gigantic honeypot for the state a state which will not surrender its power of sanctions easily.

As we transition from a world where the U.S. projects power through correspondent banks and international systems like SWIFT, to a world of stablecoins, MetaMasks and Layer 2 protocols, the state will have to develop new ways to control financial flows. It would be convenient in the extreme if a small handful of exchanges accumulated a large portion of supply in PoS networks, and then submitted (as they ultimately must and will) to increasingly onerous regulation.

At this point, exchanges would simply become deputized just as banks are today into carrying out state policy, which could well extend to controlling public blockchains at the protocol layer. PoS networks explicitly grant control and discretion to the largest stakeholders, so at this point, the jig would be up. The state would be free to pursue its merry ambitions of deep financial deplatforming.

This isnt just fantasy. Already, the U.S. financial policy establishment is demanding that stablecoins obtain federal bank charters, which would bring issuers directly under the aegis of the Federal Deposit Insurance Corporation (FDIC), the Office of the Comptroller of the Currency (OCC) and the Federal Reserve. The exchanges, currently loosely regulated in the U.S. under a patchwork of state-by-state regulations, will likewise be asked to submit to federal regulation.

So, the exchange CEOs that lionize purportedly ecological PoS and dismiss the merits of PoW should be careful what they wish for. It may seem appealing on a surface level to control consensus from the seat of a large custodial exchange, but it is a power that is best spurned in the first place.

Public blockchains exist to eliminate centralized points of control and to remove the political constraints that are inherent in traditional finance. The combination of PoS and large quantities of coins held in regulated exchanges or banks is one that is very conducive to the state reasserting control over these nominally-decentralized systems. Unless you are eager to be deputized into a hall monitor for the new financial system, it is best to repudiate the influence that helming a PoS network would grant you.

This is a guest post by Nic Carter and Lucas Nuzzi. Opinions expressed are entirely their own and do not necessarily reflect those of BTC Inc or Bitcoin Magazine.

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Will Revealing Satoshi Nakamoto’s Identity Help Bitcoin in 2022? – Analytics Insight

Satoshi Nakamoto holds around 1.1 million Bitcoins, which is valued at US$70 billion today

In 2021, even the biggest Bermuda Triangle uncertainty has come to a convincible end. However, the mystery behind the identity of Satoshi Nakamoto still remains in the shadow. Today, every Bitcoin is worth more than US$46,000. The cryptocurrencys value managed to hit an all-time high of US$68,000 in November and experts predict that Bitcoins price will go up to US$100,000 in 2022. Despite the fueling interest in BTC, the identity of its creator remains behind the walls. Unfortunately, there is no assurance that revealing Satoshis identity could do any good to the currency falling Bitcoin market.

Bitcoin was a preeminent cryptocurrency that rocked the financial ecosystem. It emerged as the first digital token that countered and contemplated the traditional financial models. Bitcoin began its journey from zero and is currently valued at US$46,000. It rose to prominence in 2017 and gained more investors over the next few years. But the real action started in May 2020 when Bitcoins price touched new records and attracted new investors into the sphere. Owing to the surging dominance of BTC, other altcoins like Ethereum, Cardano, Ripple, etc also came into existence. But despite its growing importance, the identity of its creator, Satoshi Nakamoto, is yet to be revealed. According to reports, Satoshi holds around 1 million Bitcoins, which is worth trillions of dollars today. In this article, we explore the impact Satoshis identity reveal could have on the cryptocurrency market.

Bitcoin was created in 2008 after Satoshi Nakamoto published a nine-page whitepaper containing the first-ever mention of a peer-to-peer electronic cash system. Although this was not the first time somebody talked about blockchain technology and its global applications, Satoshis initiative managed to hit fruition when Bitcoin became the first cryptocurrency to make its debut. Satoshi partnered with developers and coders online to improve Bitcoins capabilities. The scenario continued till 2011 before Satoshi disappeared in thin air. But he didnt walk away empty-handed. When Satoshi left, he took with him a whopping 1 million Bitcoins.

One million Bitcoin is really a huge number because the total circulation of all Bitcoin is limited to 21 million and already over 18 to 19 million BTCs are in circulation. Therefore, according to crypto enthusiasts, Satoshi has the potential to tank the whole Bitcoin market with those 1 million coins. Besides, the Bitcoin community strives on a motto that it is decentralized and is not governed by any central authority. Without a leader, the Bitcoin community makes decisions through consensus. Currently, various constituents of the community including miners, developers, and investors, gather to discuss changes. However, revealing Satoshis identity could be a threat since it gives power to somebody who holds 1 million coins.

While the real identity of Satoshi Nakamoto is still under speculation, a Florida court case is thriving to give an answer to this. The family of deceased David Kleiman, a computer scientist, has sued his former business partner over control of their partnerships assets. According to the claims, Kleiman and his business partner, Craig Wright, created Bitcoin under the pseudonym, Satoshi Nakamoto, and stashed 1 million BTCs.

Craig Wright is a 51-year-old Australian computer scientist who claims to be the brain behind Bitcoin. Although there is some evidence to back Wrights claim, Bitcoin investors still seem to have varied opinions. They believe that Wright could be engaging in an elaborate hoax to convince the Bitcoin community.

On the other hand, David Kleimans heirs have sued Wright to get their half share of the Bitcoin stash that is worth nearly US$70 billion. Kleimans family lawyer has also claimed that they will soon show evidence to back the partnership avows. However, Wrights lawyer has said that soon the court will find that there is nothing to indicate of record that they were in a partnership. Despite the fuming court battle, many Bitcoin investors seem to deny the allegations and say that the claim could only be real if either Wright or Kleimans family produces a password or private key for the digital wallet that holds the 1 million Bitcoins.

According to Coinbases IPO filing, revealing Satoshi Nakamotos identity could be a major threat to the cryptocurrency market. A number of possible events could happen once Satoshis identity is brought under the scanner. One is that Satoshi holds the key to 1.1 million Bitcoins, which is around 5% of the total supply. In case if Satoshi plans to sell off those 1.1 million coins, then the cryptocurrency market as a whole will collapse. If he is already deceased, then the world will learn that those Bitcoins will be inaccessible forever. Therefore, revealing the face behind Bitcoin is not going to help the digital currency market in any way. Bitcoin will have to gain its ground from adoption and popularity and make a bounce back to perform well in 2022.

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Donald Trump Says Crypto Is ‘Very Dangerous’ Warns of ‘Explosion Like We’ve Never Seen’ Featured Bitcoin News – Bitcoin News

Former U.S. President Donald Trump says that crypto is a very dangerous thing. Commenting on cryptocurrencies, he warned of an explosion someday that will make the big tech explosion look like baby stuff. He also talked about his new social media platform, Truth Social, and his wifes non-fungible token (NFT) venture.

Donald Trump commented on cryptocurrency, his wifes non-fungible token (NFT) endeavor, and his new social media platform, Truth Social, in an interview with Maria Bartiromo over the weekend. Fox Business published the interview Tuesday.

What do you think about crypto? Trump was asked. Bartiromo noted that New York and Miami are really getting cryptocurrency into their financial systems.

The former U.S. president reiterated his anti-crypto stance: Well, I never loved it because I like to have the dollar. I think the currency should be the dollar so I was never a big fan. But its spilling up bigger and bigger, and nobody is doing anything about it.

Emphasizing, Look, I want a currency called the dollar, he warned:

I dont want to have all these others, and that could be an explosion someday the likes of which weve never seen. It will make the big tech explosion look like baby stuff. I think its a very dangerous thing.

Trump has never been a fan of crypto. In August, he predicted that cryptocurrencies are a disaster waiting to happen. In June, he called bitcoin a scam that needs heavy regulation.

Trump was also asked about the former first ladys non-fungible token (NFT) endeavor. Melania Trump announced last week that shes selling an NFT, titled Melanias Vision, on her newly launched NFT platform, which plans to release NFTs regularly. I am proud to announce my new NFT endeavor, which embodies my passion for the arts, and will support my ongoing commitment to children through my Be Best initiative, she said in a statement.

Commenting on his wifes NFT plans, Trump said: Shes going to do great She got a great imagination. And people love our former first lady, I can tell you that. They really do, they love her.

Regarding his social media platform Truth Social, he stressed, Its going to be so big. Trump previously explained that the new platform will be an alternative to Silicon Valley internet companies that he says are biased against him and other conservative voices. He plans to launch Truth Social nationally early next year.

The former U.S. president was further asked how he is going to compete with big tech companies like Twitter and Google. We have no choice, he replied, reiterating that he thinks its going to be very big.

What do you think about Donald Trumps crypto warning, Truth Social, and Melania Trumps NFT venture? Let us know in the comments section below.

A student of Austrian Economics, Kevin found Bitcoin in 2011 and has been an evangelist ever since. His interests lie in Bitcoin security, open-source systems, network effects and the intersection between economics and cryptography.

Image Credits: Shutterstock, Pixabay, Wiki Commons

Disclaimer: This article is for informational purposes only. It is not a direct offer or solicitation of an offer to buy or sell, or a recommendation or endorsement of any products, services, or companies. Bitcoin.com does not provide investment, tax, legal, or accounting advice. Neither the company nor the author is responsible, directly or indirectly, for any damage or loss caused or alleged to be caused by or in connection with the use of or reliance on any content, goods or services mentioned in this article.

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Happy bearday, Bitcoin: Its been 3 years since BTC bottomed at $3.1K – Cointelegraph

Bitcoin (BTC) may be flagging below $50,000, but its bull market is actually three years old this month.

Data from Cointelegraph Markets Pro and TradingViewconfirms that Bitcoin bulls have at least something to celebrate as 2021 draws to a close.

Despite disappointing when it comes to end-of-year price expectations, BTC/USD remains an order of magnitude higher than where it was even 18 months ago.

March 2020 marked a brief return to near-cycle lows in what had otherwise been a solid bull market ever since December 2018. At that time, Bitcoin capitulated to lows of $3,100 a level that was never seen, and likely never will be seen again.

It was Dec. 15, 2018, when Bitcoin ended an entire year of retracement from all-time highs of near $20,000. Compared to this years $69,000 peak, BTC investors have thus had exposure to as much as 2,125% gains.

Consolidation lasted for several months afterward, with April 2019 being the watershed moment as the market climbed toward the years high of $13,800.

The anniversary of peak bear is timely, coming as analysts weigh the chances of consolidation and a slow grind upwardcharacterizing the end of this year and the beginning of the next.

Welcome to the chop season, Cointelegraph contributor Michal van de Poppe summarized.

As Cointelegraph reported, Sept. 15 formed another birthday for Bitcoin in the form of it spending an entire year above $10,000.

While a return even to $20,000 is not in the cards for the majority of market participants, analysts are not discounting the idea that Bitcoin will dip considerably again in the short term.

Related:Analyst lists 21 factors calling for Bitcoin price upside But just 4 bearish signals

For popular trader Pentoshi, this could take the form of another leverage cascade to flush excessive speculation from the market.

Major support levels revolve around $40,000, a breach of which would put BTC/USD on course to challenge its dip from after Mays miner rout.

Conversely, a max pain scenario would in fact be a run higher toward $60,000, fellow trader Filbfilb arguedthis week.

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Film Room: Chess Not Checkers – How The Titans Stayed Ahead Of The Steelers’ Offense – Steelers Depot

Not that you need me to tell you, but the Pittsburgh Steelers offense was a mess yesterday. It mightve been the most dysfunction theyve had all season. I know, theres plenty of competition. But Sundays win over the Tennessee Titans was different. Unlike say, the Cincinnati Bengals loss, the Steelers didnt doom themselves with turnovers. Pittsburgh didnt give it away once to Tennessee.

Instead, they didnothing. It was an ugly, messy, fruitless display of moving the football. Theres about a dozen examples of that. In todays video, Im going to actually show one of the less-messy ones from an execution standpoint, but one that illustrates how the Titans stayed one step ahead even when Pittsburgh got their act semi-together.

Two examples from the first half. Two failed down conversions on the same play call, showing how the Titans self-scouted well and made proactive adjustments.

First example. Steelers facing 3rd and 8 on their own 43. Come out in a 31 set and a six-man protection with TE Zach Gentry staying in to block. To the top, Chase Claypool is isolated as the X WR and runs a fade down the right sideline.

To the bottom, slot receiver Pat Freiermuth runs a corner route to the left sideline while Diontae Johnson as the outside, Z receiver, runs a slant route underneath. Heres how it looks.

Tennessee brings pressure on this play. In coverage, its a two-high shell with man underneath by the cornerbacks. Roethlisberger makes a not-great decision to throw a back-shoulder jump ball to Claypool, despite the CB sinking with no other threat in the flat and the safety over the top. As you can see below, Diontae Johnson got open on the slant underneath, winning against the cornerback who had outside leverage. In hindsight, and probably even with foresight, that wouldve been the better option.

Claypool nearly makes a remarkable grab but cant finish, and the pass is incomplete. Steelers punt.

The very next drive. Pittsburgh again facing 3rd and long, 3rd and 10 from their 35. What do they do? Call the same play. The only difference here is the personnel, 11 instead of 12. But conceptually, its all the same. James Washington, now the X WR to the top, runs a fade. To the bottom, the slot receiver runs a corner and the outside Z (still Diontae Johnson) runs the slant underneath. Six man protection.

This is done because Matt Canada is anticipating the same man blitz from the Titans he got the series before. Its the same down, similar distance, and spot on the field (Pittsburghs 43 in the first clip, their 35 in this one). But Tennessee is aware of this and can self-scout. So instead of calling the same man blitz, they play Cover 2. Drop out and play zone.

Here, Roethlisberger wants to hit Johnson on the slant, the man he missed before, but its not an effective zone beater like it is against man. There is no pick or rub, and there are underneath zone defenders to prevent Johnson from having a clear path upfield after the catch. Roethlisberger completes the pass to Johnson, but yards short of the sticks, he has nowhere to go.

He tries to run the width of the field before being swarmed, giving up, and going down. Its another Steelers punt.

I can understand why Canada called the same play again. When you see something that wouldve worked earlier, you want to go back to that well. Canada hoped and thought hed get the same coverage, or at least some variation of man. If he did, the play wouldve worked and Johnson probably wouldve moved the sticks.

But you can bet the Titans saw Johnson get open, too. And so they adjusted. Pittsburgh had tons of self-inflicted wounds Sunday, but even schematically, they stayed one step behind Tennessee. Losing pre and post-snap is a recipe for an incredibly lackluster, 168-yard performance.

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China says Taipei no chess piece to be used by others, will finally come home – Press TV

Chinese Foreign Minister Wang Yi

Chinas foreign minister has stressed the need for Taipei to be reunited with Beijing, saying the self-ruled island is "not a chess piece to be used by others."

Wang Yi made the remarks in his opening speech at a ceremony for a symposium in the capital Beijing on the international situation and China's diplomacy in 2021.

"The one-China consensus has been further consolidated in the international community. Taiwan is a wanderer who will eventually go home, not a chess piece that is used by others. China must and will inevitably be reunited," Wang said in his address to the symposium.

The top Chinese diplomat said the root cause of the new round of tensions across the Taiwan Strait lies with the islands authorities that have attempted to solicit US support for "Taiwan independence" and the United States and certain countries that have deliberately used Taipei to contain Beijing.

Stressing that the one-China principle is in danger of being blurred or even hollowed out, Wang said such perverse actions are designed to change the status quo, undermine peace and stability in the Taiwan Strait, and violate the consensus of the international community as well as the basic norms governing international relations.

Wang also said that China has issued stern warnings and taken powerful countermeasures to deter and deflate the arrogance of the "Taiwan independence" forces.

China has sovereignty over Chinese Taipei, and under the "One China" policy, almost all world countries recognize that sovereignty. The US, too, recognizes Chinese sovereignty over the island but has long courted Taipei in defiance of Beijing.

The United States, which backs Taipei's secessionist president, also continues to sell weapons to the islandin violation of its own stated policy.

The US-China relations have grown increasingly tense in recent years, with the world's two largest economies clashing over a range of issues, including trade, Chinese Taipei, Hong Kong, military activities in the South China Sea, and the origins of the coronavirus.

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Chess: Atieno and Okoth shine at Kisumu Venmar Chess tourney – The Standard

Velma Atieno (in red) and Risper Wakiaga in action during Venmar Junior Chess tournament in Kisumu.[Washington Onyango,Standard]

Velma Atieno and Harrell Okoth are the champions of the second edition of the Venmar Junior Chess tournament played in Kisumu over the weekend.

Atieno and Okoth finished ahead of the over 50 junior chess masters in what was the last chess tournament to be held in Kisumu as schools break for the Christmas holiday.

Both finished with six points after winning all their six-board matches.

Mercy Achieng finished as the best senior girl with John Rushing winning the best senior boy.

National chess Instructor Isaac Ondeng lauded the performance saying it was an upgrade of the previous tournament and a reflection that the students learning curve is steepening.

I want to encouraged the kids to take up sports more seriously as in today's world, sports is not just for fun but also a career and it pleases me to see kids take up sporting activities at a young age, said Ondeng.

Other students who performed well and exuded potential were Leon Darlingtone, narrowly missing gold and settling on silver (second place) in Boys junior category and Liz Cullen also losing narrowly to John Rushing.

Defending champions Emmanuel Hawi and Amelia Obinga failed to defend their titles.

Hawi topped overall ahead of 64 juniors who participated during the first edition of the chess tourney played on September 27 after amassing five wins while Obinga defeated Elsie Caren, and Harrel Akoth to emerge top girl with five wins.Fortune Juma in action during Venmar Junior Chess tournament in Kisumu.[Washington Onyango,Standard]

Just like in the first edition, overall, girls did better than boys which Ondeng lauded as they continue to push for more female players to join chess to increase the number of female chess players in the national team.

Senior top 3

1.John Rushing 5points(male)

2.Liz Cullen 4 points (female)

3.Noella Amollo 4 points(female)

Junior top 3

1.Velma Atieno 6 points

2.Eva Freya 5points

3.Hawi Milan 4points

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Chess: Atieno and Okoth shine at Kisumu Venmar Chess tourney - The Standard

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Data Mining: Concepts and Techniques | ScienceDirect

Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining.

This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining.

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Data Mining: Concepts and Techniques | ScienceDirect

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Greenville planning board recommends city code changes that will permit cryptomining operations – Greenville Daily Reflector

Compute North is working with Greenville officials to locate a data mining facility in the community after intense opposition from residents in the Belvoir area forced the company to give up its plans to locate a facility there.

The Greenville Planning and Zoning Commission voted unanimously at its Tuesday meeting to recommend changes to the city code that would permit modular data processing facility and data processing center as two separate uses in the city. The changes also set standards and zoning districts where the facilities could be located.

The recommendation now goes to Greenville City Council for final approval.

Kristyan Mjolsnes, Compute North vice president of marketing, confirmed Friday that the company was still looking for possible locations in the Greenville-Pitt County area.

As we shared and committed at the last (Pitt County) commissioners meeting, we are focusing on locations that are zoned industrial, Mjolsnes said. The size/scale of the facility is expected to be similar, however, that will be finalized as we work towards a preferred site and related development approvals.

There was no discussion during Tuesdays meeting about where Compute North might locate.

Compute North was not discussed by name during Tuesdays meeting, but two company officials, Jeff Jackson, vice president for development and Patty Varra, site development manager, were presented as subject matter experts.

Are we getting ready to learn about data mining? commission chairman Kevin Faison asked when Chief Planner Chantae Gooby began her presentation.

Yes you are. I feel like youve done a lot of my work for me, Gooby said. "This is a relatively new use. Weve had to add this to our ordinance and in the process educate ourselves about it.

Data processing centers are defined as a large group of computer systems and accessory components housed in a building. The equipment is used for remote storage, processing or distribution of large amounts of data.

A data processing facility is a space, which can be inside or outside a building, where modular structures house large groups of computer systems and accessory components. The modular structures are typically cooled with a collection of fans built into each unit.

Modular data processing facilities are an intensive land use because its rows of modular structures will have fans and possibly generators operating, Gooby said.

Gooby said the fans are on the outside of the modular data processing facility some may have generators depending on the type of facility it is.

The proposed new rules will state that equipment and structures shall not exceed 35 feet and all equipment and structures must be 100-feet from the property line. All wiring has to be located underground, Gooby said.

Because the site will have a utilitarian look, larger vegetative buffer yards are required to cut down on the visual aspects. If a facility is near a residential, multifamily classification , there will be a 50-foot wide buffer yard and, for every 100 linear feet, eight large evergreens, 10 small evergreens and 36 small shrubs will be required.

While Greenville has a noise ordinance within its city limits, its industrial park is located outside the city limits so its noise ordinance would not apply there, Gooby said.

The proposed new rules would apply the citys noise ordinance of below 65 decibels near residential property and below 75 decibels near industrial property to modular data processing facilities, Gooby said

Sound walls can be used to reduce sound levels.

Since data processing centers are contained in buildings, its land use classification isnt as intensive. That use can be permitted in various office, commercial, industrial and fixed institution districts but not in the medical districts, Gooby said.

The same noise regulations will apply to the center as the modular facilities.

Uconda Dunn, vice president of business development with the Greenville-Eastern North Carolina Alliance, urged the commission to support the recommended changes to the city code.

Its become evident that the tech sector is an open and available market for Greenville, Dunn said. As we continue to work to diversify our industrial base it has become apparent to us that we need to address this ordinance to reflect sectors that we see are growing and are opportunities to attract to our local community.

A couple of commission members asked staff if any other municipalities in eastern North Carolina had data processing facilities and what their rules were.

Gooby said she knew of no North Carolina communities with data processing facilities so planning staff researched communities across the United States, including Kearny, Nebraska, where Compute North has a facility similar to the one it wanted to build in Belvoir.

There is no uniformity in the standards, Gooby said, because the industry is new.

Faison asked how many jobs would be generated by a data processing facility and what would its tax base be.

Jackson, the Compute North vice president, said the company expects to invest $55 million in the project and hire 15 people. Jackson said the company hasnt calculated its new tax revenue projections.

Last fall Compute North sought a special use permit to open data processing facility with 89 containers cooled by more than 1,000 fans near Belvoir Elementary School. The company faced fierce opposition from parents who believed noise from the fans would disturb students and from activists upset that the company did little outreach to the areas majority African-American and Hispanic residents.

Other individuals worried about the sites environmental impact because it requires large quantities of electricity. There were also concerns the site could drive up electric rates as a facility in New York state did in one community.

Greenville Utilities Commission officials said there is sufficient electric resources to supply Compute North.

When asked Thursday if GUC was continuing to work with Compute North to locate in the area, General Manager and CEO Tony Cannon said, Due to the competitive nature of business and industrial recruitment, we do not discuss any details, including the identity, of a potential business or industry, unless or until there is a public announcement regarding the same or the matter comes up for approval in a public bodys open session.

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Greenville planning board recommends city code changes that will permit cryptomining operations - Greenville Daily Reflector

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The City Of Abilene And Taylor County To Build $2.4 Billion Data Center, Will Host Bitcoin Mining – Bitcoin Magazine

Today, Texass City of Abilene and Taylor County announced a large-scale partnership with Houston-based infrastructure company, Lancium, to build a $2.4 billion data center campus, per a press release sent to Bitcoin Magazine.

The data center campus, which will be powered by renewable energy, will host bitcoin mining and other energy-intensive applications. This project will begin at 200 megawatts of power, but has an expansion capacity of over 1 gigawatt.

We are very proud to be part of the community and build one of our flagship Clean Campuses in Abilene, said Michael McNamara, cofounder and CEO of Lancium. We chose Abilene for our second Clean Campus because of its ideal location, proximity to abundant wind and solar generation, high-quality workforce and the opportunities to grow in the future. We want to thank the city, county and all of the members of the economic development team that worked together to help make this significant milestone possible.

The construction of this new facility is set to break ground on about 800 acres of land in Abilene and Taylor County, starting in Q1, 2022. The data center is expected to bring in about $993.4 million in total economic impact to Abilene and Taylor County, according to the release.

This project brings immense value to our community as it is truly shaping our future, said Jack Rich, Development Corporation of Abilene board chair. We are fortunate to have community resources that support the needs of companies like Lancium.

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The City Of Abilene And Taylor County To Build $2.4 Billion Data Center, Will Host Bitcoin Mining - Bitcoin Magazine

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