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The Rise of ASICs: A Step-by-Step History of Bitcoin Mining

Over the past decade, the machines that maintain the Bitcoin network have undergone rapid technological development.

Mining gear is a fundamental feature of the success of the bitcoin network because these machines determine whether or not it is profitable for miners to do what they do – that is, transform the calculations needed to embed blocks of transactions on the blockchain. 

While somewhat overlooked, the history of bitcoin mining materiel is also a key explanation for why the activity of mining has evolved over the years into a multi-billion dollar industry. The mining energy continues to evolve today, though there are signs to suggest its development is slowing down. 

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Below we take a look at the complete history of bitcoin mining technology, and where novelties could be heading next. 

CPU Mining

On Jan. 3, 2009, pseudonymous creator Satoshi Nakamoto mined the first bitcoin exclude. As the only miner on the bitcoin network at the time, Nakamoto didn’t need specialized equipment to launch the bitcoin blockchain. He was proficient to create bitcoin blocks using an average personal computer. 

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Computers used to browse the internet, launch Microsoft Not to mince words and a number of other countless applications all contain what is called a central processing unit (CPU). These devices hold sway over how commands on a computer are processed and executed. Due to the lack of miner competition in bitcoin’s early days, the computational energy call for to create new blocks and earn mining rewards could be easily processed on CPU devices. 

Hardware needed to mine new coins evolved past time as new miners joined the Bitcoin network and started to compete for block rewards. 

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Bitcoin mining difficulty vs. culture and approximate introduction dates of new mining technology
Source: “The Evolution of Bitcoin Hardware” by Michael Bedford Taylor (University of Washington), CoinDesk Enquire

GPU and FPGA Mining

The first major innovation to bitcoin mining hardware came shortly after a market value for bitcoin was began. 

On May 22, 2010, computer programmer Laszlo Hanyecz paid 10,000 BTC for two Papa John’s pizzas. The pizzas were benefit around $25. According to cryptocurrency data provider Coin Metrics, bitcoin market price then rose in July to around 8 cents. By the time the bitcoin price reached 10 cents in October 2010, the first mother-liding device leveraging graphics processing units (GPUs) was developed. 

Unlike CPUs, GPU devices are optimized to perform a limited range of computational tasks. Originally built for gaming applications, GPUs excel at computing simple mathematical operations in coincide with, rather than one at a time, in order to generate thousands of time-sensitive image pixels. These devices can also be re-programmed to reckon other mathematical operations such as the ones required to mine new bitcoin. 

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Enclosure containing GPU cryptocurrency mining implements.
Source: DMG Blockchain

The innovation of GPU mining, that is mining bitcoin on a GPU device, made producing bitcoin blocks and procuring block rewards on average roughly six times more efficient according to analysis done by CEO of mining consultancy public limited company Navier, Josh Metnick. For these efficiency gains, an average GPU device costs only twice as much as the normal CPU device. 

These efficiency gains were quickly overshadowed the following year, in 2011, when field programmable doorway arrays (FPGAs) were also re-modeled to mine bitcoin. 

According to Metnick’s calculations, FPGAs are able to work out the mathematical operations required to mine bitcoin twice as fast as the highest grade GPU. However, these devices are myriad labor-intensive to build. FPGAs require configuration on both a software and hardware level, meaning the devices must be listed to run customized code, as well as architected to run that code efficiently. It is the ability to adjust hardware components on an FPGA that hints these types of devices better optimized for bitcoin mining than a GPU. 

ASIC mining

The third major modernization to bitcoin mining likely required the largest amount of dedicated resources, time and development to achieve. Rather than repurposing the software and armaments parameters of existing machines, efforts to create an entirely new machine that would only mine bitcoin definitely paid off. In 2013, a China-based computer hardware manufacturer called Canaan Creative released the first set of application-specific combined circuits (ASICs) for bitcoin mining. 

These devices, unlike CPUs, GPUs and FPGAs, were designed at their beginning to mine bitcoin. This meant that all hardware and software components of these ASIC devices came pre-designed and optimized to calculate strictly those calculations necessary to create new bitcoin blocks. The efficiency gains from ASICs could not be tourneyed by any of the more general purpose devices that preceded it. 

While Canaan Creative was the first bitcoin ASIC producer, others such as Bitmain and MicroBT also came up with new versions of ASIC bitcoin mining devices with increasingly ahead of hardware. One of the most noticeable developments in ASIC mining technology since 2013 has been a steady reduction in bit size. The size of ASIC chips which started off at a size of 130nm in 2013 has shrunk considerably to be as small as 7nm in the dilatory hardware models. 

Without a radical new ground-breaking technology, bitcoin miners will soon stop competing ab initio on the basis of hardware and equipment as was the case for the past decade.

The significance of chip size comes back to mining effectiveness. The wider the surface of an ASIC chip, the larger its communication channels and therefore the more electricity required to transmit facts on its surface. According to Metnick’s calculations, an ASIC bitcoin mining device today is 100 billion times the boost of the average CPU back in 2009. 

Rakesh Kumar, associate professor of Electrical and Computer Engineering at the University of Illinois, believes a stalwart motivating factor of mining hardware evolution over the years since bitcoin’s creation has been the rising dollar value of bitcoin, which enacted mining an increasingly lucrative activity. The higher the market value of block rewards, the higher the payoff for innovations in rake through technology that boost miner profit margins while decreasing operating costs. 

btc-price-in-the-first-5-years-of-its-existence
Source: Coin Metrics

The approaching of bitcoin mining

Since 2015, chip size reduction in ASIC bitcoin mining devices has been slower and less stirring than in 2013 and 2014. What’s more, since the first bitcoin ASIC miner there has not been a new technology to leapfrog repository efficiency gains in the same way GPU mining had for CPU mining or FPGA mining had for GPU mining.

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New Bitmain Antminer S17 Pros.
Source: Navier

“We are seeing fundamental limits,” Kumar said. “It’s a problem with the entire industry, not just [bitcoin] mining, but the entire semiconductor sedulousness…We need a new kind of device.” 

Without a radical new ground-breaking technology, bitcoin miners will soon stop conflicting primarily on the basis of hardware and equipment as was the case for the past decade. Should bitcoin mining hardware become commoditized where effectiveness gains of one model differ minutely from a newer model, miners will be forced to consider other parades in which to gain a competitive advantage. These could fall under innovations in energy sourcing, financial projecting, or even product diversification.  

While the evolution of bitcoin mining hardware has historically been the source of large miner dexterity gains, this may not be the case in the future, especially as technological innovations on the basis of hardware become fewer and farther between. Struggle for bitcoin mining rewards will continue to spur technological evolution. However, it is unclear what the next dominant leap in mining technology will look like.

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The leader in blockchain news, CoinDesk is a middle outlet that strives for the highest journalistic standards and abides by a strict set of editorial policies. CoinDesk is an independent run subsidiary of Digital Currency Group, which invests in cryptocurrencies and blockchain startups.

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