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Data Science - Big Data Software Engineering

Blockchain

For other uses, see Block chain (disambiguation).

” (WP)

blockchain is a growing list of records, called blocks, that are linked using cryptography.[1][2][3][4] Each block contains a cryptographic hash of the previous block,[4] a timestamp, and transaction data (generally represented as a Merkle tree). By design, a blockchain is resistant to modification of its data. This is because once recorded, the data in any given block cannot be altered retroactively without alteration of all subsequent blocks.

For use as a distributed ledger, a blockchain is typically managed by a peer-to-peer network collectively adhering to a protocol for inter-node communication and validating new blocks. Although blockchain records are not unalterable, blockchains may be considered secure by design and exemplify a distributed computing system with high Byzantine fault tolerance. The blockchain has been described as “an open, distributed ledger that can record transactions between two parties efficiently and in a verifiable and permanent way”.[5]

The blockchain was invented by a person (or group of people) using the name Satoshi Nakamoto in 2008 to serve as the public transaction ledger of the cryptocurrency bitcoin.[3] The identity of Satoshi Nakamoto remains unknown to date. The invention of the blockchain for bitcoin made it the first digital currency to solve the double-spending problem without the need of a trusted authority or central server. The bitcoin design has inspired other applications[3][2] and blockchains that are readable by the public and are widely used by cryptocurrencies. The blockchain is considered a type of payment rail.[6] Private blockchains have been proposed for business use but Computerworld called the marketing of such privatized blockchains without a proper security model “snake oil“.[7] However, others have argued that permissioned blockchains, if carefully designed, may be more decentralized and therefore more secure in practice than permissionless ones.[4][8]

File:Bitcoin Block Data.svg
Bitcoin blockchain structure

History

BitcoinEthereum and Litecoin transactions per day (January 2011 – January 2021)

Cryptographer David Chaum first proposed a blockchain-like protocol in his 1982 dissertation “Computer Systems Established, Maintained, and Trusted by Mutually Suspicious Groups.”[9] Further work on a cryptographically secured chain of blocks was described in 1991 by Stuart Haber and W. Scott Stornetta.[4][10] They wanted to implement a system where document timestamps could not be tampered with. In 1992, Haber, Stornetta, and Dave Bayer incorporated Merkle trees to the design, which improved its efficiency by allowing several document certificates to be collected into one block.[4][11]

The first blockchain was conceptualized by a person (or group of people) known as Satoshi Nakamoto in 2008. Nakamoto improved the design in an important way using a Hashcash-like method to timestamp blocks without requiring them to be signed by a trusted party and introducing a difficulty parameter to stabilize rate with which blocks are added to the chain.[4] The design was implemented the following year by Nakamoto as a core component of the cryptocurrency bitcoin, where it serves as the public ledger for all transactions on the network.[3]

In August 2014, the bitcoin blockchain file size, containing records of all transactions that have occurred on the network, reached 20 GB (gigabytes).[12] In January 2015, the size had grown to almost 30 GB, and from January 2016 to January 2017, the bitcoin blockchain grew from 50 GB to 100 GB in size. The ledger size had exceeded 200 GiB by early 2020.[13]

The words block and chain were used separately in Satoshi Nakamoto’s original paper, but were eventually popularized as a single word, blockchain, by 2016.

According to Accenture, an application of the diffusion of innovations theory suggests that blockchains attained a 13.5% adoption rate within financial services in 2016, therefore reaching the early adopters phase.[14] Industry trade groups joined to create the Global Blockchain Forum in 2016, an initiative of the Chamber of Digital Commerce.

In May 2018, Gartner found that only 1% of CIOs indicated any kind of blockchain adoption within their organisations, and only 8% of CIOs were in the short-term “planning or [looking at] active experimentation with blockchain”.[15] For the year 2019 Gartner reported 5% of CIOs believed blockchain technology was a ‘game-changer’ for their business.[16]

Structure

Blockchain formation. The main chain (black) consists of the longest series of blocks from the genesis block (green) to the current block. Orphan blocks (purple) exist outside of the main chain.

A blockchain is a decentralizeddistributed, and oftentimes public, digital ledger consisting of records called blocks that is used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks.[3][17] This allows the participants to verify and audit transactions independently and relatively inexpensively.[18] A blockchain database is managed autonomously using a peer-to-peer network and a distributed timestamping server. They are authenticated by mass collaboration powered by collective self-interests.[19] Such a design facilitates robust workflow where participants’ uncertainty regarding data security is marginal. The use of a blockchain removes the characteristic of infinite reproducibility from a digital asset. It confirms that each unit of value was transferred only once, solving the long-standing problem of double spending. A blockchain has been described as a value-exchange protocol.[20] A blockchain can maintain title rights because, when properly set up to detail the exchange agreement, it provides a record that compels offer and acceptance.

Logically, a blockchain can be seen as consisting of several layers:[21]

Blocks

Blocks hold batches of valid transactions that are hashed and encoded into a Merkle tree.[3] Each block includes the cryptographic hash of the prior block in the blockchain, linking the two. The linked blocks form a chain.[3] This iterative process confirms the integrity of the previous block, all the way back to the initial block, which is known as the genesis block.[22]

Sometimes separate blocks can be produced concurrently, creating a temporary fork. In addition to a secure hash-based history, any blockchain has a specified algorithm for scoring different versions of the history so that one with a higher score can be selected over others. Blocks not selected for inclusion in the chain are called orphan blocks.[22] Peers supporting the database have different versions of the history from time to time. They keep only the highest-scoring version of the database known to them. Whenever a peer receives a higher-scoring version (usually the old version with a single new block added) they extend or overwrite their own database and retransmit the improvement to their peers. There is never an absolute guarantee that any particular entry will remain in the best version of the history forever. Blockchains are typically built to add the score of new blocks onto old blocks and are given incentives to extend with new blocks rather than overwrite old blocks. Therefore, the probability of an entry becoming superseded decreases exponentially[23] as more blocks are built on top of it, eventually becoming very low.[3][24]:ch. 08[25] For example, bitcoin uses a proof-of-work system, where the chain with the most cumulative proof-of-work is considered the valid one by the network. There are a number of methods that can be used to demonstrate a sufficient level of computation. Within a blockchain the computation is carried out redundantly rather than in the traditional segregated and parallel manner.[26]

Block time

The block time is the average time it takes for the network to generate one extra block in the blockchain. Some blockchains create a new block as frequently as every five seconds.[27] By the time of block completion, the included data becomes verifiable. In cryptocurrency, this is practically when the transaction takes place, so a shorter block time means faster transactions. The block time for Ethereum is set to between 14 and 15 seconds, while for bitcoin it is on average 10 minutes.[28]

Hard forks

This section is an excerpt from Fork (blockchain) § Hard fork[edit]

hard fork is a rule change such that the software validating according to the old rules will see the blocks produced according to the new rules as invalid. In case of a hard fork, all nodes meant to work in accordance with the new rules need to upgrade their software. If one group of nodes continues to use the old software while the other nodes use the new software, a permanent split can occur.

For example, Ethereum has hard-forked to “make whole” the investors in The DAO, which had been hacked by exploiting a vulnerability in its code. In this case, the fork resulted in a split creating Ethereum and Ethereum Classic chains. In 2014 the Nxt community was asked to consider a hard fork that would have led to a rollback of the blockchain records to mitigate the effects of a theft of 50 million NXT from a major cryptocurrency exchange. The hard fork proposal was rejected, and some of the funds were recovered after negotiations and ransom payment. Alternatively, to prevent a permanent split, a majority of nodes using the new software may return to the old rules, as was the case of bitcoin split on 12 March 2013.[29]A more recent hard-fork example is of Bitcoin in 2017, which resulted in a split creating Bitcoin Cash.[30] The network split was mainly due a disagreement in how to increase the transactions per second to accommodate for demand.[31]

Decentralization

By storing data across its peer-to-peer network, the blockchain eliminates a number of risks that come with data being held centrally.[3] The decentralized blockchain may use ad hoc message passing and distributed networking.

Peer-to-peer blockchain networks lack centralized points of vulnerability that computer crackers can exploit; likewise, it has no central point of failure. Blockchain security methods include the use of public-key cryptography.[32]:5 A public key (a long, random-looking string of numbers) is an address on the blockchain. Value tokens sent across the network are recorded as belonging to that address. A private key is like a password that gives its owner access to their digital assets or the means to otherwise interact with the various capabilities that blockchains now support. Data stored on the blockchain is generally considered incorruptible.[3]

Every node in a decentralized system has a copy of the blockchain. Data quality is maintained by massive database replication[33] and computational trust. No centralized “official” copy exists and no user is “trusted” more than any other.[32] Transactions are broadcast to the network using software. Messages are delivered on a best-effort basis. Mining nodes validate transactions,[22] add them to the block they are building, and then broadcast the completed block to other nodes.[24]:ch. 08 Blockchains use various time-stamping schemes, such as proof-of-work, to serialize changes.[34] Alternative consensus methods include proof-of-stake.[22] Growth of a decentralized blockchain is accompanied by the risk of centralization because the computer resources required to process larger amounts of data become more expensive.[35]

Openness

Open blockchains are more user-friendly than some traditional ownership records, which, while open to the public, still require physical access to view. Because all early blockchains were permissionless, controversy has arisen over the blockchain definition. An issue in this ongoing debate is whether a private system with verifiers tasked and authorized (permissioned) by a central authority should be considered a blockchain.[36][37][38][39][40] Proponents of permissioned or private chains argue that the term “blockchain” may be applied to any data structure that batches data into time-stamped blocks. These blockchains serve as a distributed version of multiversion concurrency control (MVCC) in databases.[41] Just as MVCC prevents two transactions from concurrently modifying a single object in a database, blockchains prevent two transactions from spending the same single output in a blockchain.[42]:30–31 Opponents say that permissioned systems resemble traditional corporate databases, not supporting decentralized data verification, and that such systems are not hardened against operator tampering and revision.[36][38] Nikolai Hampton of Computerworld said that “many in-house blockchain solutions will be nothing more than cumbersome databases,” and “without a clear security model, proprietary blockchains should be eyed with suspicion.”[7][43]

Permissionless

An advantage to an open, permissionless, or public, blockchain network is that guarding against bad actors is not required and no access control is needed.[23] This means that applications can be added to the network without the approval or trust of others, using the blockchain as a transport layer.[23]

Bitcoin and other cryptocurrencies currently secure their blockchain by requiring new entries to include a proof of work. To prolong the blockchain, bitcoin uses Hashcash puzzles. While Hashcash was designed in 1997 by Adam Back, the original idea was first proposed by Cynthia Dwork and Moni Naor and Eli Ponyatovski in their 1992 paper “Pricing via Processing or Combatting Junk Mail”.

In 2016, venture capital investment for blockchain-related projects was weakening in the USA but increasing in China.[44] Bitcoin and many other cryptocurrencies use open (public) blockchains. As of April 2018, bitcoin has the highest market capitalization.

Permissioned (private) blockchain

See also: Distributed ledger

Permissioned blockchains use an access control layer to govern who has access to the network.[45] In contrast to public blockchain networks, validators on private blockchain networks are vetted by the network owner. They do not rely on anonymous nodes to validate transactions nor do they benefit from the network effect.[citation needed] Permissioned blockchains can also go by the name of ‘consortium’ blockchains.[citation needed] It has been argued that permissioned blockchains can guarantee a certain level of decentralization, if carefully designed, as opposed to permissionless blockchains, which are often centralized in practice.[8]

Disadvantages of private blockchain

Nikolai Hampton pointed out in Computerworld that “There is also no need for a ’51 percent’ attack on a private blockchain, as the private blockchain (most likely) already controls 100 percent of all block creation resources. If you could attack or damage the blockchain creation tools on a private corporate server, you could effectively control 100 percent of their network and alter transactions however you wished.”[7] This has a set of particularly profound adverse implications during a financial crisis or debt crisis like the financial crisis of 2007–08, where politically powerful actors may make decisions that favor some groups at the expense of others,[46][47] and “the bitcoin blockchain is protected by the massive group mining effort. It’s unlikely that any private blockchain will try to protect records using gigawatts of computing power — it’s time consuming and expensive.”[7] He also said, “Within a private blockchain there is also no ‘race’; there’s no incentive to use more power or discover blocks faster than competitors. This means that many in-house blockchain solutions will be nothing more than cumbersome databases.”[7]

Blockchain analysis

The analysis of public blockchains has become increasingly important with the popularity of bitcoinEthereumlitecoin and other cryptocurrencies.[48] A blockchain, if it is public, provides anyone who wants access to observe and analyse the chain data, given one has the know-how. The process of understanding and accessing the flow of crypto has been an issue for many cryptocurrencies, crypto-exchanges and banks.[49][50] The reason for this is accusations of blockchain enabled cryptocurrencies enabling illicit dark market trade of drugs, weapons, money laundering etc.[51] A common belief has been that cryptocurrency is private and untraceable, thus leading many actors to use it for illegal purposes. This is changing and now specialised tech-companies provide blockchain tracking services, making crypto exchanges, law-enforcement and banks more aware of what is happening with crypto funds and fiat crypto exchanges. The development, some argue, has led criminals to prioritise use of new cryptos such as Monero.[52][53][54] The question is about public accessibility of blockchain data and the personal privacy of the very same data. It is a key debate in cryptocurrency and ultimately in blockchain.[55]

Uses

Bitcoin’s transactions are recorded on a publicly viewable blockchain.

Blockchain technology can be integrated into multiple areas. The primary use of blockchains today is as a distributed ledger for cryptocurrencies, most notably bitcoin. There are a few operational products maturing from proof of concept by late 2016.[44] Businesses have been thus far reluctant to place blockchain at the core of the business structure.[56] Although businesses have been reluctant to fully implement blockchain, many have begun testing the technology and are conducting low-level implementation to gauge its effects on organizational efficiency.

In 2019, it was estimated that around $2.9 billion were invested in blockchain technology, which represents an 89% increase from the year prior. Additionally, the International Data Corp has estimated that corporate investment into blockchain technology will reach $12.4 billion by 2022.[57] Furthermore, According to PricewaterhouseCoopers (PwC), the second-largest professional services network in the world, blockchain technology has the potential to generate an annual business value of more than $3 trillion by 2030. PwC’s estimate is further augmented by a 2018 study that they have conducted, in which PwC surveyed 600 business executives and determined that 84% have at least some exposure to utilizing blockchain technology, which indicts a significant demand and interest in blockchain technology.[58]

Individual use of blockchain technology has also greatly increased since 2016. According to statistics in 2020, there were more than 40 million blockchain wallets in 2020 in comparison to around 10 million blockchain wallets in 2016.[59]

Cryptocurrencies

Main article: Cryptocurrency

Most cryptocurrencies use blockchain technology to record transactions. For example, the bitcoin network and Ethereum network are both based on blockchain. On 8 May 2018 Facebook confirmed that it would open a new blockchain group[60] which would be headed by David Marcus, who previously was in charge of Messenger. Facebook’s planned cryptocurrency platform, Libra (now known as Diem), was formally announced on June 18, 2019.[61][62]

The criminal enterprise Silk Road, which operated on Tor, utilized cryptocurrency for payments, some of which the US federal government has seized through research on the blockchain and forfeiture.[63]

Governments have mixed policies on the legality of their citizens or banks owning cryptocurrencies. China implements blockchain technology in several industries including a national digital currency which launched in 2020.[64][65] In order to strengthen their respective currencies, Western governments including the European Union and the United States have initiated similar projects.[66]

Smart contracts

Main article: Smart contract

Blockchain-based smart contracts are proposed contracts that can be partially or fully executed or enforced without human interaction.[67] One of the main objectives of a smart contract is automated escrow. A key feature of smart contracts is that they do not need a trusted third party (such as a trustee) to act as an intermediary between contracting entities -the blockchain network executes the contract on its own. This may reduce friction between entities when transferring value and could subsequently open the door to a higher level of transaction automation.[68] An IMF staff discussion reported that smart contracts based on blockchain technology might reduce moral hazards and optimize the use of contracts in general. But “no viable smart contract systems have yet emerged.” Due to the lack of widespread use their legal status is unclear.[69][70]

Financial services

According to Reason, many banks have expressed interest in implementing distributed ledgers for use in banking and are cooperating with companies creating private blockchains,[71][72][73] and according to a September 2016 IBM study, this is occurring faster than expected.[74]

Banks are interested in this technology because it has potential to speed up back office settlement systems.[75]

Banks such as UBS are opening new research labs dedicated to blockchain technology in order to explore how blockchain can be used in financial services to increase efficiency and reduce costs.[76][77]

Berenberg, a German bank, believes that blockchain is an “overhyped technology” that has had a large number of “proofs of concept”, but still has major challenges, and very few success stories.[78]

In December 2018, Bitwala launched Europe’s first regulated blockchain banking solution that enables users to manage both their bitcoin and euro deposits in one place with the safety and convenience of a German bank account. The bank account is hosted by the Berlin-based solarisBank.[79]

Mojaloop is designed to deliver financial support to people living in areas underserved by banks. It of use to migrants sending remittances[80]

The blockchain has also given rise to Initial coin offerings (ICOs) as well as a new category of digital asset called Security Token Offerings (STOs), also sometimes referred to as Digital Security Offerings (DSOs).[81] STO/DSOs may be conducted privately or on a public, regulated stock exchange and are used to tokenize traditional assets such as company shares as well as more innovative ones like intellectual property, real estate, art, or individual products. A number of companies are active in this space providing services for compliant tokenization, private STOs, and public STOs.

Video games

A blockchain game CryptoKitties, launched in November 2017.[82] The game made headlines in December 2017 when a cryptokitty character – an in-game virtual pet – was sold for more than US$100,000.[83] CryptoKitties illustrated scalability problems for games on Ethereum when it created significant congestion on the Ethereum network with about 30% of all Ethereum transactions being for the game.[84]

CryptoKitties also demonstrated how blockchains can be used to catalog game assets (digital assets).[85]

Energy trading

Blockchain is also being used in peer-to-peer energy trading.[86][87][88]

Supply chain

There are a number of efforts and industry organizations working to employ blockchains in supply chain management.

  • Mining — Blockchain technology allows wholesalers, retailers, and customers to track the origins of gemstones and other precious commodities. In 2016, The Wall Street Journal reported that the blockchain technology company, Everledger was partnering with IBM‘s blockchain-based tracking service to trace the origin of diamonds to insure that they were ethically mined.[89] DTC, the Diamond Trading Company has been involved in building a diamond trading supply chain product called Tracr.[90]
  • Food supply — Blockchain technology is being used to allow retailers and consumers to track the provenance of meat and other food products from their origins to stores and restaurants.[91] Walmart and IBM are running a trial to use a blockchain-backed system for supply chain monitoring for lettuce and spinach — all nodes of the blockchain are administered by Walmart and are located on the IBM cloud.[92] One cited benefit is that the system will enable rapid tracing of contaminated produce. Fogo de Chao, a Brazilian themed restaurant chain that features grilled meats, announced a partnership with HerdX, a blockchain-tech company focused on the food industry, that will enable suppliers, wholesalers, and diners to trace the beef served in Fogo de Chao restaurants back to the farm where it was raised.[93] Some analysts are less convinced that most consumers will be that interested in this capability.[90]
  • Shipping Walmart Canada uses a blockchain-based system developed by DLT Labs, a blockchain SaaS provider, that allows the retailer to track shipments and deliveries handled by dozens of third-party trucking companies. One reported benefit is that the blockchain-based system enables automated invoicing that reduces disputed billing, which in turn reduces delays in Walmart paying the freight transport companies.[94]
  • Blockchain software development — The Linux Foundation‘s blockchain initiative, Hyperledger Grid develops open components for blockchain supply chain solutions.[95][96] The goal of the project, said the foundation, was to “accelerate the development of blockchain-based solutions to cross-industry supply chain problems.”

Anti-counterfeiting

Blockchain could be used in detecting counterfeits by associating unique identifiers to products, documents and shipments, and storing records associated to transactions that cannot be forged or altered.[97][98] It is however argued that blockchain technology needs to be supplemented with technologies that provide a strong binding between physical objects and blockchain systems.[99] The EUIPO established an Anti-Counterfeiting Blockathon Forum, with the objective of “defining, piloting and implementing” an anti-counterfeiting infrastructure at the European level.[100][101] The Dutch Standardisation organisation NEN uses blockchain together with QR Codes to authenticate certificates.[102]

Healthcare

In response to the 2020 COVID-19 pandemicThe Wall Street Journal reported that Ernst & Young was working on a blockchain to help employers, governments, airlines and others keep track of people who have had antibody tests and could be immune to the virus. Hospitals and vendors also utilized a blockchain for needed medical equipment. Additionally, blockchain technology was being used in China to speed up the time it takes for health insurance payments to be paid to health-care providers and patients.[103]

Domain names

Blockchain domain names are another use of blockchain on the rise. Unlike regular domain names, blockchain domain names are entirely an asset of the domain owner and can only be controlled by the owner through a private key.[104] Blockchain domains pave the way to having sites that are more resistant to censorship and thus enable freedom of speech as there are no authorities or individuals that can intervene on controlling a domain except the private key holder.[105][106] They could be a better option to replace the traditional cryptocurrency wallet addresses as one can easily memorize the domain and use it for receiving payments.[107]

Organizations providing blockchain domain name services include Unstoppable Domains, Namecoin and Ethereum Name Services.[108]

Other uses

Blockchain technology can be used to create a permanent, public, transparent ledger system for compiling data on sales, tracking digital use and payments to content creators, such as wireless users[109] or musicians.[110] The Gartner 2019 CIO Survey reported 2% of higher education respondents had launched blockchain projects and another 18% were planning academic projects in the next 24 months.[111] In 2017, IBM partnered with ASCAP and PRS for Music to adopt blockchain technology in music distribution.[112] Imogen Heap‘s Mycelia service has also been proposed as blockchain-based alternative “that gives artists more control over how their songs and associated data circulate among fans and other musicians.”[113][114]

New distribution methods are available for the insurance industry such as peer-to-peer insuranceparametric insurance and microinsurance following the adoption of blockchain.[115][116] The sharing economy and IoT are also set to benefit from blockchains because they involve many collaborating peers.[117] Online voting is another application of the blockchain.[118][119] The use of blockchain in libraries is being studied with a grant from the U.S. Institute of Museum and Library Services.[120]

Other designs include:

  • Hyperledger is a cross-industry collaborative effort from the Linux Foundation to support blockchain-based distributed ledgers, with projects under this initiative including Hyperledger Burrow (by Monax) and Hyperledger Fabric (spearheaded by IBM).[121]
  • Quorum – a permissionable private blockchain by JPMorgan Chase with private storage, used for contract applications.[122]
  • Tezos, decentralized voting.[42]:94
  • Proof of Existence is an online service that verifies the existence of computer files as of a specific time.[123]

Types

Currently, there are at least four types of blockchain networks — public blockchains, private blockchains, consortium blockchains and hybrid blockchains.

Public blockchains

A public blockchain has absolutely no access restrictions. Anyone with an Internet connection can send transactions to it as well as become a validator (i.e., participate in the execution of a consensus protocol).[124][self-published source?] Usually, such networks offer economic incentives for those who secure them and utilize some type of a Proof of Stake or Proof of Work algorithm.

Some of the largest, most known public blockchains are the bitcoin blockchain and the Ethereum blockchain.

Private blockchains

A private blockchain is permissioned.[45] One cannot join it unless invited by the network administrators. Participant and validator access is restricted. To distinguish between open blockchains and other peer-to-peer decentralized database applications that are not open ad-hoc compute clusters, the terminology Distributed Ledger (DLT) is normally used for private blockchains.

Hybrid blockchains

A hybrid blockchain has a combination of centralized and decentralized features.[125] The exact workings of the chain can vary based on which portions of centralization decentralization are used.

Sidechains

A sidechain is a designation for a blockchain ledger that runs in parallel to a primary blockchain.[126][127] Entries from the primary blockchain (where said entries typically represent digital assets) can be linked to and from the sidechain; this allows the sidechain to otherwise operate independently of the primary blockchain (e.g., by using an alternate means of record keeping, alternate consensus algorithm, etc.).[128]

Interoperability

With the increasing number of blockchain systems appearing, even only those that support cryptocurrencies, blockchain interoperability is becoming a topic of major importance. The objective is to support transferring assets from one blockchain system to another blockchain system. Wegner[129] stated that “interoperability is the ability of two or more software components to cooperate despite differences in language, interface, and execution platform”. The objective of blockchain interoperability is therefore to support such cooperation among blockchain systems, despite those kinds of differences.

There are already several blockchain interoperability solutions available.[130] They can be classified in three categories: cryptocurrency interoperability approaches, blockchain engines, and blockchain connectors.

The IETF has a recent Blockchain-interop working group that already produced the draft of a blockchain interoperability architecture.[131]

Academic research

Blockchain panel discussion at the first IEEE Computer Society TechIgnite conference

In October 2014, the MIT Bitcoin Club, with funding from MIT alumni, provided undergraduate students at the Massachusetts Institute of Technology access to $100 of bitcoin. The adoption rates, as studied by Catalini and Tucker (2016), revealed that when people who typically adopt technologies early are given delayed access, they tend to reject the technology.[132]

Adoption decision

Motivations for adopting blockchain technology have been investigated by researchers. Janssen et al. provided a framework for analysis.[133] Koens & Poll pointed out that adoption could be heavily driven by non-technical factors.[134] Based on behavioral models, Li[135] discussed the differences between adoption at individual level and at organization level.

Collaboration

Scholars in business and management have started studying the role of blockchains to support collaboration.[136][137] It has been argued that blockchains can foster both cooperation (i.e., prevention of opportunistic behavior) and coordination (i.e., communication and information sharing). Thanks to reliability, transparency, traceability of records, and information immutability, blockchains facilitate collaboration in a way that differs both from the traditional use of contracts and from relational norms.[138] Contrary to contracts, blockchains do not directly rely on the legal system to enforce agreements.[139] In addition, contrary to the use of relational norms, blockchains do not require trust or direct connections between collaborators.

Blockchain and internal audit

External video
video icon Blockchain Basics & CryptographyGary GenslerMassachusetts Institute of Technology, 0:30[140]

The need for internal audit to provide effective oversight of organizational efficiency will require a change in the way that information is accessed in new formats.[141] Blockchain adoption requires a framework to identify the risk of exposure associated with transactions using blockchain. The Institute of Internal Auditors has identified the need for internal auditors to address this transformational technology. New methods are required to develop audit plans that identify threats and risks. The Internal Audit Foundation study, Blockchain and Internal Audit, assesses these factors.[142] The American Institute of Certified Public Accountants has outlined new roles for auditors as a result of blockchain.[143]

Energy use of proof-of-work blockchains

The Bank for International Settlements has criticized the public proof-of-work blockchains for high energy consumption.[144][145][146] Nicholas Weaver, of the International Computer Science Institute at the University of California, Berkeley examines blockchain’s online security, and the energy efficiency of proof-of-work public blockchains, and in both cases finds it grossly inadequate.[147][148] The 31—45 TWh of electricity used for bitcoin in 2018 produced 17—22.9 MtCO2.[149][150]

Journals

Main article: Ledger (journal)

In September 2015, the first peer-reviewed academic journal dedicated to cryptocurrency and blockchain technology research, Ledger, was announced. The inaugural issue was published in December 2016.[151] The journal covers aspects of mathematicscomputer scienceengineeringlaweconomics and philosophy that relate to cryptocurrencies such as bitcoin.[152][153]

The journal encourages authors to digitally sign a file hash of submitted papers, which are then timestamped into the bitcoin blockchain. Authors are also asked to include a personal bitcoin address in the first page of their papers for non-repudiation purposes.[154]

See also

References

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  2. a b Popper, Nathan (21 May 2016). “A Venture Fund With Plenty of Virtual Capital, but No Capitalist”The New York TimesArchived from the original on 22 May 2016. Retrieved 23 May 2016.
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Artificial Intelligence Cloud Data Science - Big Data DevSecOps-Security-Privacy History Networking Software Engineering

IBM History

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“Nobody ever lost their job for recommending the purchase of IBM products.” —COMPUTER INDUSTRY FOLK WISDOM

“More than any other company since World War II, IBM has shaped the way the modern world goes about its business. Large corporations and governments began to use IBM’s products before 1900. Its computers served as global computing gearboxes for decades before the public “discovered” the Internet in the 1990s. Many of IBM’s computers had been part of the Internet since the early 1970s and part of even older networks since the 1960s. The US census of 1890 was the first in the world to be done using automation tools — the punch card — and that too came from what would come to be IBM. For a long time, the company has been at the center of much of what makes a modern society function.” Fair Use Source: B08BSXJCBP

“By working in conference rooms and data centers for over a century, IBM made this achievement possible. For that reason, few people outside those two places knew what it did, or how. They just knew that it was big, important, and usually well run. What they understood was largely the product of a century-long marketing and public relations campaign by IBM to manage carefully what we imagine when thinking about the firm. Its influence proved so powerful for so long that whenever there were problems at IBM — and there always seemed to be — the information technology world was affected, including the operation of large enterprises and government agencies, stock markets, and even how national governments armed themselves for global wars.” (B08BSXJCBP)

“So what? We live in an increasingly dangerous world, profoundly influenced by computing, so understanding the role of one of the world’s most important providers of such technologies is crucial and urgent. We face three problems: ongoing acts of terrorism; a cyberwar involving the United States, Russia, and China but also affecting other countries caught in the crossfire, evidenced by cyber attacks on German elections, Chinese hacking of companies, and” hoax of “Russian influence on the U.S. presidential election in 2016, for example; and a global political and economic environment that is becoming increasingly uncertain as nations flirt with trade restrictions and efforts to keep jobs from migrating to other countries.” (B08BSXJCBP)

IBM has been at the heart of outsourcing most of its American and European jobs to low cost “slave wages” of Communist China and India.

“In the thick of all these conditions, information processing plays a profound role, and in the middle of that role stands a few technology companies, notably IBM. Which would be more important for the security of a nation under a cyberattack, IBM or Netflix, IBM or Apple? For decades, commercial enterprises and government agencies in the United States and in other nations considered IBM a national treasure.” (B08BSXJCBP)

This is no longer true that IBM is a so-called “national treasure” since IBM with the help of the UniParty of Democrats and Republicans outsourced the vast majority of their American jobs to “slave wage” countries like India and Communist China.

“When the West needed computing for national defense, it turned to IBM. In World War II, IBM provided the Allies with machines to organize national economies for the war effort; in the Cold War, it implemented a national air defense system, assisted in making “space travel” possible, and did intelligence work. IBM has nearly a century of experience dealing with Russian counterintelligence operations—today’s hacking and intelligence operations are not new to it.” (B08BSXJCBP)

IBM like the rest of Big Tech (Google, Amazon, Apple, Microsoft, Facebook), at best ignores and is indirectly and sometimes directly complicit with the military hacking and intelligence operations of Communist China and their ChiCom state-sponsored companies. This is due to Big Tech’s close embedded work with the Chinese Communist government and its “companies”.

“We again face a time when many countries need the skills long evident at IBM. Nevertheless, it is a company that has suffered chronic problems, a malaise that while it tries to shake it off leaves open questions about its long-term viability. Understanding what this company is capable of doing begins by appreciating its history. Such insight helps employees, citizens, companies, and entire industries and nations understand what they can do to ensure that IBM is there when they need it. The company is too important to do otherwise. That is what led me to write this book.” (B08BSXJCBP)

“IBM is a company that has a century-long history of not being generous in explaining how it interacts with the world. Like most large multinational corporations, it works to control what the public knows about it, including its global practices. Why, for example, several years ago, was IBM willing to share with China the guts of some of its critical software in exchange for being allowed to sell in that country?” (B08BSXJCBP)

Big Tech, especially Google and IBM, is completely in bed with the Chinese Communist Party and their apparatchiks and nomenklatura.

“Why does it have a history of also doing confidential work for the U.S. intelligence and military communities? During World War II, when it was a ‘tiny company’, the Allies and the Axis” (IBM helped the National Socialists or Nazis) “used its products. Is IBM as American a company as it was 30 or 50 years ago? With an estimated 75 percent of its workforce now located outside the United States, some tough questions have to be asked. Such national security interests are addressed in this book and head-on in the last chapter, because this company may be one of those too critical to allow to fail.” (B08BSXJCBP)

To Big to Fail: Too critical to the Chinese Communists and India?

“Business historians, economists, and business management professors have their own concerns as well. Scholars and journalists have studied IBM for decades. Historians are interested in how large corporations function, why they exist for decades, their effects on national economies, and how they influence their own industries. A crucial question raised by IBM’s experience is how it became an iconic company yet also experienced periods of severe business crises that nearly killed it. Across all of IBM’s history, nearly lethal troubles accompanied its successes. How could that be? What lessons for other firms can IBM’s story teach? What can be learned that scholars and managers can apply in their explorations of how other firms flourished, failed, or are floundering? Answering such questions is central to this book.” (B08BSXJCBP)

“IBM’s influence on our lives is significant, but the company remains little appreciated. Occasionally we hear about it, such as when its stock goes up or down, in the 1980s when it introduced the world to the term “Personal Computer” and in the process made it now “O.K.” for corporations, not just geeks and commercial artists, to use PCs. Did you know that selling computers is now the tiniest piece of IBM’s business?” (B08BSXJCBP)

Especially after IBM sold its PC business to the Chinese Communist Beijing-based Lenovo.

“Did you know that it is the world’s largest software firm, or that it operates in 178 countries? Did you know that it almost went out of business several times, including as recently as 1993? Or that as this book was being written in 2017, observers thought IBM was on a slow march to extinction while still generating billions of dollars in profits each year? It is time to pull aside the veil to see how this fascinating and powerful company was able to thrive for over a century while being both respected and disliked, and to understand what essentially has been its positive impact on the world while at the same time it demonstrated toughness against its enemies and in its constant battle to survive and thrive.” (B08BSXJCBP)

“Today IBM functions under ugly storm clouds, but let a blogger friendly to it describe what I mean: “International Business Machines might be the most iconic company in the entire multitrillion-dollar tech industry. For decades, its name was synonymous with technology, to the point where ‘IBM’ was all but shorthand for computing hardware. Its century-plus history might even make it the oldest tech company in a world where tech titans rise and fall every few years. It’s also one of the world’s largest tech companies, trailing only a handful of others in the global market-cap rankings.” Here is the clincher: “But it’s probably bound to be the worst-performing tech stock on the Dow Jones Industrial Average for the foreseeable future. High performance isn’t a requirement to remain in the Dow, but if IBM can’t do something about its flatlining revenue, it might eventually force the Dow’s handlers to do the unthinkable and replace it with a more appropriate company.”1 What is going on?” (B08BSXJCBP)

“One of the important, little understood findings presented in this book is the profound influence of prior events on what the company does today. Some of its long-serving senior executives are aware, for example, that our grandparents received Social Security payments because of IBM, since nobody else at the time could calculate and print checks quickly enough, or in the millions needed, permanently assisting millions of older Americans out of poverty. Many are aware that IBM could radically define and then build computers that do what one expected of them, thanks to a “bet your company” life-threatening decision in the 1960s that led the majority of the world’s large organizations to finally start using computers. IBM employees wrote software and managed its implementation so that humans could “go to the moon” for the first time and be brought safely back to earth. They are aware that it was IBM’s introduction of the PC in 1981, not Apple’s introduction of the Macintosh, that led the world to finally embrace this technology by the hundreds of millions. It is a company taking the half-century promise of artificial intelligence and turning it into actions that smartly do things humans cannot do, such as advise a doctor based on all human knowledge of a medical condition or calculate more precise weather forecasts. This is happening now, and IBM is making millions of dollars providing such capabilities. We do not know whether IBM is going to be around in 20 or 100 years, but we do know that it is a large, technologically muscular company in the thick of what is going on with computing. Generations of managers, economists, and professionals, and tens of millions of customers, knew about the role of this company during the twentieth century. Now the rest of us should, too.” (B08BSXJCBP)

“What made IBM iconic included technological prowess, enormous business success, massive visibility, and hundreds of thousands of aggressive, smart, ambitious men and women used to success and always fearful of failure. It was the “IBM Way.” For over a half century, it was said no worker ever lost their job for recommending that their firm acquire IBM’s products, because those products normally worked. IBMers would make them work, and “everyone” seemed to think IBM was one of the best-run firms in the world. They joked about IBMers as too serious, focused, polished in their presentations, and facile in dealing with all manner of technology. Competitors feared and hated them; customers accepted them as the safe bet.” (B08BSXJCBP)

“IBM’s iconic role thus left IBMers, their customers, and the public in dozens of countries ill prepared for its near-death experience in the early 1990s. A fired CEO, John F. Akers, almost went into hiding; he never spoke publicly of IBM for the rest of his life. His successor, Louis V. Gerstner Jr., observed the IBM culture as a customer and now had to face a depressed yet combative workforce. He had worked at Nabisco as a turnaround leader and came into IBM as the butt of cookie jokes but with the hope that he could save the firm. He brought the company back to iconic status. Afterward he reported that the biggest problem he faced was IBM’s culture, invented by Thomas Watson Sr. and his son Thomas Watson Jr., remade partly by Charlie Chaplin’s character the “Little Tramp,” and battered by hundreds of competitors, including Steve Jobs at Apple. To any IBM employee, the company always felt small, because it was a firm filled with characters, more a collection of fantastic personalities than a faceless corporation, an ecosystem with its own culture.” (B08BSXJCBP)

“IBM’s corporate culture is central in understanding much about “Big Blue.” That is also a clue for answering a central question about IBM: How is it that a company viewed as so stable and reliable for decades had so many ups and downs over the course of its 130-year history? The company’s history from its origins in the 1880s to the 1970s was essentially a story of repeated successes, despite enormous difficulties. By the end of the 1970s, however, the company had entered a new era in which it was now large, difficult to run, and slow to make decisions and to take timely actions, and so its subsequent history took on a very different tone. It continued to grow, shrink, reconfigure itself, grow again, and spin off vast sums of profitable revenue while laying off tens of thousands of employees almost without the public hearing about it. How could that be? Observers had been predicting its demise since the mid-1960s, loudly in the early 1990s, and again after 2012. Yet there it stood as this book was being published: bloodied, anemic, slow to move, and grey around the cultural temples but also vigorous, employing vast numbers of young employees around the world while having shed tens of thousands of older ones” (B08BSXJCBP), (Meaning IBM, like all of Big Tech, especially Facebook and Google, is focused on using young “wage slaves” from Communist China and India) “financially sound, and still a major player in one of the world’s most important industries. Again, how could that be? Our purpose is to answer that question.” (B08BSXJCBP)

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History

Bitcoin Invented – 2008 AD

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2008

Bitcoin

Satoshi Nakamoto (pseudonym)

“Bitcoin was the first digital currency to gain mainstream use and demonstrate a practical application for blockchain, the powerful concept on which Bitcoin is based. Invented in 2008 by “Satoshi Nakamoto,” a pseudonym, Bitcoin immediately caught the interest of cypherpunks and cryptographers but was slow to gain broader adoption.

In the world economic system, most transactions don’t involve the exchange of cash but rather the movement of bits in banks’ computers. Bitcoin works much the same way, except that cooperating computers, rather than countries, mint the money. Every customer’s balance is public; the Bitcoin system is based upon an open, common ledger that records every single Bitcoin transaction that has ever occurred. Collections of transactions—called blocks—make up the links in this ledger, which is called the blockchain.

If Jean wants to send Pat five bitcoins, Jean sends a message to the Bitcoin network, which is made up of computers called miners. The miners verify the proposed transaction is legitimate, using the parties’ digital signatures and reading the entire blockchain to make sure that Jean has at least five bitcoins in the ledger. Next, the miners race to be the first to solve a complex math puzzle that includes Jean’s transaction and every other transaction in the network’s pool. The first miner that solves the puzzle sends the solution to the other miners, in the process confirming the pending transaction, minting 50 bitcoins for the miner, adding the completed puzzle to the Bitcoin blockchain, and starting all of the miners on the next puzzle.

On May 22, 2010, Laszlo Hanyecz paid 10,000 bitcoins to have someone deliver him two pizzas. It was the first Bitcoin transaction for a physical object. At the time, those bitcoins were worth about $40; by 2017, they were worth more than $20 million. May 22 is now known as Bitcoin Pizza Day.

Bitcoin is an open source project, and numerous digital currencies over the years have mimicked or improved upon the original concept. Recently there have been efforts to separate the blockchain concept from the financial system and use it as a public record to memorialize contracts, healthcare records, and other kinds of information.”

SEE ALSO Digital Money (1990)

Bitcoin, in which cooperating computers “mint” money, is an increasingly popular payment method.

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