Cited by 284Blockchain Technology Applications and SecurityBlockchain Technology in Education and LearningDistributed systems and fault tolerance

A Review of Blockchain Architecture and Consensus Protocols: Use Cases, Challenges, and Solutions

Open access
Ismail, Leila, Materwala, Huned·2019·Symmetry

Published version of a preprint

Abstract

Over the last decade, blockchain technology has emerged to provide solutions to the complexity and privacy challenges of using distributed databases. It reduces cost for customers by eliminating intermediaries and builds trust in peer-to-peer communications. Over this time, the concept of blockchain has shifted greatly due to its potential in business growth for enterprises and the rapidly evolving applications in a collaborative smart-city ecosystem, healthcare, and governance. Many platforms, with different architectures and consensus protocols, have been introduced. Consequently, it becomes challenging for an application developer to choose the right platform. Furthermore, blockchain has misaligned with the goals for an efficient green collaborative digital ecosystem. Therefore, it becomes critical to address this gap and to build new frameworks to align blockchain with those goals. In this paper, we discuss the evolution of blockchain architecture and consensus protocols, bringing a retrospective analysis and discussing the rationale of the evolution of the various architectures and protocols, as well as capturing the assumptions conducive to their development and contributions to building collaborative applications. We introduce a classification of those architectures helping developers to choose a suitable platform for applications and providing insights for future research directions in the field to build new frameworks.

AI snapshot

Written from the paper’s full text.

TL;DR

This review surveys the evolution of blockchain architecture and consensus protocols, classifying platforms into single-ledger public/private/hybrid, multi-ledger private, and interoperability architectures, and consensus into compute-intensive, capability-based, and voting-based categories. It maps use cases and challenges, arguing that current designs misalign with scalable, green collaborative ecosystems and proposing directions for future frameworks.

Key findings

  • The paper presents a taxonomy of blockchain architectures and 21 consensus protocols, claiming to be the first detailed systematic survey with such a platform-architecture and consensus-protocol taxonomy.
  • Energy use is a central concern: 2017 bitcoin mining used about 30.14 TWh, equivalent to Ireland’s annual energy use; annual bitcoin CO₂ emissions are reported as high as 22.9 million metric tons; and annual energy consumption as of 22 June 2019 is 67.937 TWh.
  • PoW-based bitcoin throughput is reported as 4–7 transactions per second, while Gervais et al. showed PoW-based blockchain throughput can increase up to 60 transactions per second at the same security level.
  • Voting-based protocols such as PBFT improve throughput over PoW but require authority for leader/backup selection; FBA requires 80% agreement versus 66% in PBFT, and PBFT tolerates fewer than n/3 malicious or crashed nodes.

Methods

  • Design: a review/survey synthesizing blockchain architecture, consensus protocols, platforms, and applications, with retrospective temporal analysis.
  • Data: literature, existing blockchain platforms, consensus protocols, and application examples; no primary experimental dataset is collected.
  • Analysis: classification/taxonomy and comparison, including tables comparing public vs. private networks and mapping development platforms to architecture types.

Limitations

  • Stated: few consensus protocols have been evaluated for performance and security threats; evaluations use different experimental environments and setups, and no work compares all consensus algorithms in a unified experimental environment.
  • Stated: many proposed scalability and energy-efficiency solutions are still under development and not tested across existing blockchain networks; several consensus protocols have not been tested for performance or protection against security threats.
  • Evident from the text: despite being called a systematic survey, no search strategy, inclusion criteria, or systematic review protocol is described; the review also relies heavily on white papers, websites, and platform documentation.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/sym11101198

Cites

99 of 99 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 97 cited sources checked · 0 supported · 0 flagged

  • Findingnone given

    Both public and private architectures store all transaction data in clear in the ledger.

    “Both public and private architectures store all the transactions data in clear in the ledger.”
    Quote in the paperNot a substantial claim
  • Findingreasoning

    The hybrid architecture has fewer encryption/decryption operations than the public and private architectures because nodes not involved in a private transaction store only the transaction's hash.

    “However, the hybrid architecture has less encryption/decryption operations than the public and private because the nodes which are not involved in a private transaction store only the transaction's hash.”
    Quote in the paperSubstantial claim
  • Findingreasoning

    PoW has the issue of high energy consumption by the hardware resources while brute-forcing the nonce value.

    “In addition to the mentioned problems, there is the issue of high energy consumption by the hardware resources while brute-forcing the nonce value.”
    Quote in the paperNot a substantial claim
  • Findingreasoning

    Comparing the number of encryption/decryption operations in a transaction flow, the private network has fewer operations than the public network due to its defined access control to the blockchain.

    “Comparing the number of encryption/decryption operations in a transaction flow, the private network has less operations than the public network thanks to its defined access control to the blockchain.”
    Quote in the paperNot a substantial claim
  • Findingreasoning

    Compared to the single-ledger based hybrid architecture that also enables confidential transactions, the multi-ledger architecture requires more encryption/decryption operations.

    “Compared to the single-ledger based hybrid architecture that also enables confidential transactions, the multi-ledger architecture requires more number of encryption/decryption operations.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. 128
  • May combine two claims. 75
  • Classified as probably not a substantial claim.

    Findingreasoning

    Over the last decade, many blockchain platforms with different architectures and consensus protocols have been introduced.

    “Many platforms, with different architectures and consensus protocols, have been introduced.”
    • Also stated in: § 1. Introduction · plain
      “Since its introduction in 2008 [2], the blockchain platforms and consensus protocols have proliferated, due to the evolution of collaborative applications in smart cities, such as healthcare and governance, as well as the need of green and cost-efficient computing.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    Miners compete in mining a block to win the incentives, which exacerbates the energy consumption problem.

    “Miners compete in mining a block to win the incentives which exacerbates the energy consumption problem.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    The bitcoin network implementing PoW currently has the throughput of 4-7 transactions per second.

    “The bitcoin network implementing PoW currently has the throughput of 4-7 transactions per second.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    A ledger is replicated among the majority of network members, which increases the computational and communication overhead.

    “In addition, scalability has to be addressed in a blockchain architecture as a ledger is replicated among the majority network members.This increases the computational and communication overhead.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Compute-intensive based consensus protocols are energy-hungry mining algorithms.

    “Compute-intensive based consensus protocols are energy-hungry mining algorithms.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    PoB favors the rich and has not been tested for its performance.

    “PoB favors the rich and has not been tested for its performance.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Prime number PoW has not been tested yet for its performance and protection against security threats.

    “In addition, this consensus protocol has not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    PoSV has not been tested yet for its performance and protection against security threats.

    “Moreover, the protocol still favors the rich and has not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    The DPoS protocol does not consider the case where each node votes for itself.

    “The protocol does not consider the case where each node votes for itself.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    The DPoW consensus protocol has not been tested yet for its performance and protection against security threats.

    “Moreover, the consensus protocol has not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    DPoS has not been tested yet for its performance and protection against security threats.

    “It has not been tested yet for its performance and protection against security threats and does not solve the issue of reduced transaction flow of PoS.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    PoS has not been tested yet for its performance.

    “Also, this consensus protocol has not been tested yet for its performance.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    All possible solutions to scalability are still under development and are not tested for different existing blockchain networks.

    “However, all the possible solutions are still under development and are not tested for different existing blockchain networks.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Very few consensus protocols discussed in this section have been evaluated for their performance and security threats.

    “Moreover, Very few consensus protocols discussed in this section have been evaluated for its performance and security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingreasoning

    For the moment there is no work in the literature comparing the performance evaluation of all consensus algorithms in a unified experimental environment and setup.

    “For the moment there is no work in the literature comparing the performance evaluation of all the consensus algorithms in an unified experimental environment and setup.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingnone given

    These protocols are evaluated using different experimental environments and setups for different blockchain networks.

    “However, these protocols are evaluated using different experimental environment and setup for different blockchain networks.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Tier 4.0 was initiated in 2018 to solve interoperability issues.

    “However, due to the need of interoperability in a rapidly evolving collaborative ecosystem, Tier 4.0 was initiated in 2018 to solve interoperability issues [33].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [33] Joshi, 2018, A survey on security and privacy issues of blockchain technology, Math. Found. Comput. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Private blockchain, also called permissioned, is an invite-only network from an authentication authority.

    “Private blockchain, also called permissioned, is an invite-only network from an authentication authority [1].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Zheng, 2018, Blockchain challenges and opportunities: A survey, Int. J. Web Grid Serv. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    A blockchain architecture is either public-centric or private-centric.

    “A blockchain architecture is either public-centric or private-centric.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    It is challenging for an application developer to choose the right blockchain platform.

    “Consequently, it becomes challenging for an application developer to chose the right platform.”
    • Also stated in: § 1. Introduction · plain
      “Therefore, it becomes difficult for an application developer to chose the right platform.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Public blockchain, often referred to as permission-less blockchain, allows anyone to join the blockchain network without permission.

    “Public blockchain, often referred to as permission-less blockchain, allows anyone to join the blockchain network without permission [1].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Zheng, 2018, Blockchain challenges and opportunities: A survey, Int. J. Web Grid Serv. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The initial implementation of blockchain in 2008 for transfer of cryptocurrencies in a public network is known as Tier 1.0.

    “The initial implementation of the blockchain in 2008 for the transfer of cryptocurrencies in a public network is known as Tier 1.0 [31].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [31] (2019, January 03). Seele: Blockchain 4.0 or Marketing?—CoinAnnouncer. Available online: https://www.coinannouncer.com/seele-blockchain-4-0-or-marketing/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In 2017, bitcoin mining used around 30.14 TWh of energy, equivalent to the energy usage of the entire Ireland in a year.

    “In 2017, the bitcoin mining used around 30.14 TerraWatt hours (TWh) of energy, which is equivalent to energy usage of the entire Ireland in a year [3].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [3] (2019, January 08). Bitcoin Mining Consumes More Electricity a Year than Ireland|Technology|The Guardian. Available online: https://www.theguardian.com/technology/2017/nov/27/bitcoin-mining-consumes-electricity-ireland.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    Tier 3.0 came up in 2015 for the development of applications in a private network.

    “Consequently, Tier 3.0 came up in 2015 for the development of applications in a private network.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Blockchain has evolved to serve decentralized applications.

    “Originally developed for transfer of digital currency without relying on intermediaries [2], blockchain has evolved to serve decentralized applications.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Nakamoto, S. (2019, September 22). Bitcoin: A Peer-To-Peer Electronic Cash System. Available online: https://bitcoin.org/bitcoin.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Blockchain architecture can be divided into four layers: infrastructure, platform, distributed computing, and application.

    “We divide the blockchain architecture in four layers: infrastructure, platform, distributed computing, and application.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Tier 2.0 was introduced in 2013 to facilitate digital transfer of non-financial assets using smart contracts.

    “Later in 2013, Tier 2.0 was introduced to facilitate digital transfer of non-financial assets using smart contracts [32].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [32] (2019, January 18). Pseudonymity. Available online: https://en.wikipedia.org/wiki/Pseudonymity.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The paper is the first to present a detailed systematic survey of blockchain along with a taxonomy of platform architectures and 21 consensus protocols.

    “To the best of our knowledge, we are the first to present a detailed systematic survey of blockchain along with a taxonomy of platforms architectures and 21 consensus protocols.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Annual carbon dioxide emissions by the bitcoin network are as high as 22.9 million metric tons, almost equivalent to the amount produced by countries like Sri Lanka and Jordan.

    “According to a research, the annual carbon dioxide emissions by the bitcoin network are as high as 22.9 million metric tons, almost equivalent to the amount produced by the countries like Sri Lanka and Jordan [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] Stoll, C., Klaaßen, L., and Gallersdörfer, U. (2019). The Carbon Footprint of Bitcoin. Joule. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 2015, the blockchain platform Multichain introduced the process of handshaking.

    “In 2015, the blockchain platform Multichain [38] introduced the process of handshaking as follows:”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [38] (2018, December 29). Chain Core. Available online: https://chain.com/docs/1.2/core/get-started/introduction.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The identity of a network participant is kept pseudo-anonymous using a public key.

    “The identity of a network participant is kept pseudo-anonymous [34] using a public key where the participant's real identity is kept unknown and recognized by a pseudo name.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [34] Buterin, V. (2019, September 22). A Next-Generation Smart Contract and Decentralized Application Platform—White Paper. Available online: http://blockchainlab.com/pdf/Ethereum_white_paper-a_next_generation_smart_contract_and_decentralized_application_platform-vitalik-buterin.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    A blockchain network is not controlled by any single authority, so a transaction is verified after reaching consensus by the majority of the network participants.

    “Because a blockchain network is not controlled by any single authority, a transaction is verified after reaching a consensus by the majority of the network participants.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: A blockchain network is not controlled by any single authority.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Transactions can be compressed using a lossless compression algorithm called Deflate, a combination of LZ77 and Huffman algorithms, as introduced by the blockchain development platform Credits.

    “In that case, transactions can be compressed as introduced by the blockchain development platform Credits [55].The transaction are compressed using a lossless compress algorithm, called Deflate; a combination of LZ77 [56] and Huffman algorithms [57].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Credits [55]

      Not checked in the free run.

    • cites LZ77 [56]

      Not checked in the free run.

    • cites Huffman algorithms [57]

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The single-ledger based architecture for a public network was introduced in 2013 by the Ethereum platform.

    “This architecture was introduced in 2013 by the Ethereum platform [36].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [36] Greenspan, G. (2019, September 22). MultiChain Private Blockchain—White Paper. Available online: http://www.multichain.com/download/MultiChain-White-Paper.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoW was first introduced by Dwork et al. in 1992 to reduce the number of spam emails by making it computationally difficult to send multiple emails simultaneously.

    “PoW was first introduced by Dwork et al. in the year 1992 to reduce the number of spam emails by making it computationally difficult to send multiple emails simultaneously [64].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dwork et al. [64] (2019, January 18). Brute-Force Search—Wikipedia. Available online: https://en.wikipedia.org/wiki/Brute-force_search.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The single-ledger public architecture has limitations to implement private applications such as healthcare, education, governance, and national policy because it is open to anyone to join and the transaction data is public, and no access control mechanism is employed.

    “However, it has limitations to implement private applications, such as healthcare, education, governance, and national policy because: 1) the architecture makes it is open to anyone to join the network and the transaction data is public, and 2) no access control mechanism is employed.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In 2017, the bitcoin mining used around 30.14 TerraWatt hours (TWh) of energy, which is equivalent to energy usage of the entire Ireland in a year.

    “In 2017, the bitcoin mining used around 30.14 TerraWatt hours (TWh) of energy, which is equivalent to energy usage of the entire Ireland in a year [3].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [3] (2019, January 08). Bitcoin Mining Consumes More Electricity a Year than Ireland|Technology|The Guardian. Available online: https://www.theguardian.com/technology/2017/nov/27/bitcoin-mining-consumes-electricity-ireland.

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The single-ledger private architecture should be used to build a blockchain within an organization or a federation of organizations.

    “In summary, single-ledger based blockchain architecture for public network can be used for application domains that do not require private transactions and authentication for the users to join the network, whereas the architecture for private network should be used to build a blockchain within an organization or a federation of organizations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    In a hybrid network, encryption/decryption operations are performed only by the nodes involved in a transaction, whereas in the multi-ledger architecture all the endorsing and committing peers perform the decryption operation.

    “This is because in a hybrid network the encryption/decryption operations will be only performed by the nodes involved in a transaction, whereas in the multi-ledger architecture all the endorsing and committing peers will perform the decryption operation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    If a mining pool owns more than 50% of the network's computing power, then it is likely that those miners would be able to prevent the validation of proposed transactions, and consequently stop the transactions between users.

    “If a mining pool owns more than 50% of the network's computing power, then it is likely that those miners would be able to prevent the validation of proposed transactions, and consequently stop the transactions between users [73].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [73] Conti, 2018, A Survey on Security and Privacy Issues of Bitcoin, IEEE Commun. Surv. Tutor. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Gervais et al. developed a framework to evaluate the performance of blockchain and showed that the throughput of PoW-based blockchain can increase up to 60 transactions per second achieving the same level of security as in current PoW network.

    “However, Gervais et al. developed framework to evaluate the performance of blockchain and showed that the throughput PoW-based blockchain can increase up to 60 transactions per second achieving the same level of security as in current PoW network [71].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Gervais et al. [71]

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Anchoring ensures high immutability of the side-chain.

    “This process is known as anchoring and it ensures high immutability of the side-chain.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The single-ledger hybrid architecture should be used for public domain applications requiring confidential transactions between some network participants.

    “The architecture for the hybrid network should be used for the public domain applications requiring confidential transactions between some network participants.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Encryption/decryption operations are computationally complex and energy hungry.

    “The encryption/decryption operations are computationally complex and energy hungry [49].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [49] (2018, December 29). Hyperledger Fabric—Hyperledger. Available online: https://www.hyperledger.org/projects/fabric.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    PoW favors the rich, as the chance of mining a block by a miner is proportional to the hardware computational resources owned by that miner and also requires specialized mining hardwares.

    “Also, it favors the rich, as the chance of mining a block by a miner is proportional to the hardware computational resources owned by that miner and also requires specialized mining hardwares.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Single-ledger based platforms were developed in tier 1.0 and then remained in tier 2.0 and 3.0.

    “Single-ledger based platforms were developed in tier 1.0 and then remained in tier 2.0 and 3.0.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The transaction manager keeps the transaction data private and secure by broadcasting the hashed encrypted data to the network.

    “The transaction manager keeps the transaction data private and secure by broadcasting the hashed encrypted data to the network.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The multi-ledger architecture divides the blockchain network into channels to enable private transactions between the members of a channel.

    “The architecture divides the blockchain network into channels to enable private transactions between the members of a channel [52].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [52] (2019, January 14). Blockchain Platform|Oracle Cloud. Available online: https://cloud.oracle.com/en_US/blockchain.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    PoW is widely used and provides a security service in the blockchain, as miners would refrain from mining invalid or malicious transactions, due to the invested computing power to mine a block.

    “PoW is widely used and provides a security service in the blockchain, as miners would refrain from mining invalid or malicious transactions, due to the invested computing power to mine a block.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    A constellation allows the submission of transactions in a private way by using encryption.

    “A constellation allows the submission of transactions in a private way by using encryption.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In public blockchain, transaction data is kept public over the network, leading to the issue of data privacy.

    “However, the transaction data is kept public over the network leading to the issue of data privacy [35].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [35] Lai, 2018, Blockchain—From public to private, Handbook of Blockchain, Digital Finance, and Inclusion source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    The interoperability based architecture is developed for a single-ledger based blockchain, but it can be used for multi-ledger blockchain.

    “The interoperability based architecture is developed for a single-ledger based blockchain.However, it can be used for multi-ledger blockchain.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoW was used in 2008 by Nakamoto et al. for peer-to-peer transactions of cryptocurrencies (Bitcoin) without the involvement of any third party.

    “The PoW algorithm was then used in the year 2008 by Nakamoto et al. for peer-to-peer transactions of cryptocurrencies (Bitcoin) without the involvement of any third party [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Nakamoto et al. [2] Nakamoto, S. (2019, September 22). Bitcoin: A Peer-To-Peer Electronic Cash System. Available online: https://bitcoin.org/bitcoin.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Prime number PoW is only used by the cryptocurrency primecoin.

    “The prime number PoW is only used by the cryptocurrency primecoin [85].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [85] (2019, January 25). Komodo White Paper. Available online: https://komodoplatform.com/wp-content/uploads/2018/05/2018-05-09-Komodo-White-Paper-Full.pdf.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    In PoW the mining proof is verified by performing only one hash operation, whereas in prime number PoW the mining proof is verified by performing two hash operations and two primality tests.

    “This is because, in PoW the mining proof is verified by performing only one hash operation (i.e generating the block hash by using the provided nonce value), whereas in the prime number PoW, the mining proof is verified by performing two hash operations (one for the calculation of mining certificate and one for the block hash) and two primality tests.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The capability of a miner can be calculated based on various factors such as the amount of cryptocurrency owned by that miner, the contribution of the miner to the community, the trust the network has on the miner, or the amount of storage owned by the miner.

    “The capability of a miner can be calculated based on various factors such as the amount of cryptocurrency owned by that miner, the contribution of the miner to the community, the trust the network has on the miner, or the amount of storage owned by the miner.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In the bitcoin network, it takes 6 blocks confirmation for a transaction to get executed.

    “For instance, in bitcoin network, it takes 6 blocks confirmation for a transaction to get executed [87].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [87] (2019, January 10). Proof of Stake Instead of Proof of Work. Available online: https://bitcointalk.org/index.php?topic=27787.0.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    PoSV was proposed by Ren in 2014 to address the economic issue in PoS where a node may not perform transactions in order to increase its chance of being selected as the next forger, and to prevent the financial flow in the system, which is necessary for an economy to grow.

    “To address the economic issue in PoS where a node may not perform transactions in order to increase its chance of being selected as the next forger, Proof of Stake Velocity (PoSV) was proposed by Ren in 2014 [95] to prevent the financial flow in the system, which is necessary for an economy to grow.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ren [95]

      Not checked in the free run.

    • Rests on an assumption: The economy benefits from financial flow.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoSV is used by the cryptocurrency Reddcoin.

    “PoSV is used by the cryptocurrency Reddcoin [96].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [96] (2019, January 10). Proof of Burn—Bitcoin Wiki. Available online: https://en.bitcoin.it/wiki/Proof_of_burn.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    PoSpace consumes less energy than compute-intensive consensus protocols.

    “The main advantage of PoSpace is that it consumes less energy than compute-intensive based protocols and does not favor the rich as in the previosuly discussed capability based protocols.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PoB is used by cryptocurrency slimcoin and third generation coin.

    “PoB is used by cryptocurrency slimcoin [99] and third generation coin [100].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [99] (2019, January 10). TGcoin. Available online: https://trade.tgco.in/.

      Not checked in the free run.

    • cites [100] Dziembowski, S., Faust, S., Kolmogorov, V., and Pietrzak, K. (2015, January 16–20). Proofs of space. Proceedings of the Annual Cryptology Conference, Santa Barbara, CA, USA. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    If the counter parties exchange cryptocurrency with each other just for the purpose of reinitialization the coin age, then the economy will not get benefit from this financial flow.

    “However, if the counter parties exchange cryptocurrency with each other just for the purpose of reinitialization the coin age, then the economy will not get benefit from this financial flow.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The economy benefits from financial flow.
  • May combine two claims.

    Interpretationreasoning

    The target value of each forger in the network is different and is higher for a forger having more coins at stake, increasing the chances of that miner to forge the next block.

    “Consequently, the target value of each forger in the network is different and the value is higher for a forger having more coins at stake, increasing the chances of that miner to forge the next block.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The high amount of energy consumption in prime number PoW serves for the security of the blockchain network as well as for development of cryptography methods.

    “Consequently, the high amount of energy consumption serves for the security of the blockchain network as well as for development of cryptography methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The annual energy consumption of bitcoin as of 22 June 2019 is 67.937 TWh.

    “The annual energy consumption as of 22 June 2019 is 67.937TWh [75].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [75] (2018, December 18). Litecoin—Open Source P2P Digital Currency. Available online: https://litecoin.org/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The PoW consensus is implemented in Bitcoin, Litecoin, and Dogecoin networks.

    “The PoW consensus is implemented in Bitcoin, Litecoin [76], and Dogecoin [77] networks.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [76] (2018, December 18). Dogecoin. Available online: https://dogecoin.com/.

      Not checked in the free run.

    • cites [77] King, 2013, Primecoin: Cryptocurrency with prime number proof-of-work, July 7th

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PoSpace was proposed by Dziembowski et al. in 2015, and in it a miner with enough disk space wins the right to generate the next block.

    “Dziembowski et al. proposed proof of space (PoSpace) also known as proof of capacity in 2015 where a miner having enough disk space wins the right to generate the next block in the chain [101].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [101] Bresson, E., Canteaut, A., Chevallier-Mames, B., Clavier, C., Fuhr, T., Gouget, A., Icart, T., Misarsky, J.F., Naya-Plasencia, M., and Paillier, P. (2019, September 22). Shabal, a Submission to NIST’s Cryptographic Hash Algorithm Competition. Available online: https://www.cs.rit.edu/~ark/20090927/Round2Candidates/Shabal.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    PoS reduces the transaction flow in the network as the forgers are lured to keep the cryptocurrency at stake, discouraging financial transactions.

    “In addition, the consensus protocol reduces the transaction flow in the network as the forgers are lured to keep the cryptocurrency at stake discouraging financial transactions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Consequently, a miner purchases the right to mine a block in PoB similar to purchasing computing resources for mining in PoW.

    “Consequently, a miner purchases the right to mine a block in PoB similar to purchasing computing resources for mining in PoW.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    PoSpace does not favor the rich as capability-based protocols do.

    “The main advantage of PoSpace is that it consumes less energy than compute-intensive based protocols and does not favor the rich as in the previosuly discussed capability based protocols.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The stake holding duration is involved in order to avoid repetitive selection of a forger having more number of coins and to make the process semi-random.

    “The stake holding duration is involved in order to avoid repetitive selection of a forger having more number of coins and to make the process semi-random.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    If the forger tries to generate a malicious attack, the coins at stake are lost, discouraging the forgers to behave as a bad actor.

    “If the forger tries to generate a malicious attack, the coins at stake are lost discouraging the forgers to behave as a bad actor.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    PoB was proposed by Ian Stewart in 2014 to address the issue of high energy consumption in PoW and the problem of retrievable staked coins encouraging malicious users in PoS.

    “To address the issue of high energy consumption in PoW and the problem of retrievable staked coins encouraging malicious users in PoS, Ian Stewart proposed Proof of Burn (PoB) in 2014 [97].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ian Stewart [97]

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 2013, King S. proposed prime number proof of work to channelize the high amount of energy consumption of PoW for dual use.

    “In 2013, King S. proposed prime number proof of work to channelize the high amount of energy consumption of PoW for dual use [78].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites King S. [78]

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    DPoW is a hybrid consensus method allowing a blockchain to secure itself using the mining power of a PoW blockchain.

    “Therefore, DPoW is a hybrid consensus method allowing a blockchain to secure itself using the mining power of a PoW blockchain.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    DPoS consensus algorithm is used by the cryptocurrency trading platforms Bitshares, Nano, and Cardano.

    “DPoS consensus algorithm is used by the cryptocurrency trading platforms Bitshares [92], Nano [93], and Cardano [94].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [92] (2019, January 23). Nano—An Instant, Zero-Fee, Scalable Currency. Available online: https://nano.org/en.

      Not checked in the free run.

    • cites [93] (2019, January 23). Cardano—Home of the Ada Cryptocurrency and Technological Platform. Available online: https://www.cardano.org/en/home/.

      Not checked in the free run.

    • cites [94] Ren, L. (2019, September 22). Proof of Stake Velocity: Building the Social Currency of the Digital Age. Available online: https://www.reddcoin.com/papers/PoSV.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    This is because of the increasing price of digital currency (required in PoS) as compared to the computing hardware capacity (required in PoW).

    “This is because of the increasing price of digital currency (required in PoS) as compared to the computing hardware capacity (required in PoW).”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The price of digital currency is increasing compared to computing hardware capacity.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    DPoS was proposed by Larimer in 2014 to solve the issue of rich getting richer in PoS by selecting the forgers based on election rather than on the amount of staked coins owned.

    “Delegated proof of stake (DPoS) was proposed by Larimer in 2014 to solve the issue of rich getting richer in the PoS by selecting the forgers based on election rather than on the amount of staked coins owned [91].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Larimer [91]

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The basic idea behind PoB is similar to PoW in a way that the miners invest in mining computing resources in order to increase their probability of mining the next block, and in PoB the miners burn more coins which is analogous to buying virtual mining rigs.

    “The basic idea behind PoB is similar to PoW in a way that the miners invest in mining computing resources in order to increase their probability of mining the next block and in PoB the miners burn more coins which is analogous to buying virtual mining rigs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PoS was proposed in 2011 to eliminate the competitive approach of PoW consensus consuming a high amount of energy, and was later used by the cryptocurrency Peercoin in 2012.

    “To eliminate the competitive approach of PoW consensus consuming a high amount of energy, an alternate consensus known as Proof of Stake (PoS) was proposed in 2011 [88] which was later used by the crytpocurrency Peercoin (also known as PPcoin) in 2012 [89].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [88] King, S., and Nadal, S. (2019, September 22). PPCoin: Peer-to-Peer Crypto-Currency with Proof-of-Stake. Available online: https://decred.org/research/king2012.pdf.

      Not checked in the free run.

    • cites [89] (2019, January 10). Whitepaper:Nxt—Nxt Wiki. Available online: http://nxtwiki.org/wiki/Whitepaper:Nxt.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The shuffling in DPoS aims to prevent a deterministic approach, vulnerable to attack, in which the next miner is known in advance.

    “The shuffling aims to prevent a deterministic approach, vulnerable to attack, in which the next miner is known in advance.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    DPoW solving the issue of high energy consumption of PoW and prime number PoW compromises network security when the communication between the DPoW and the PoW blockchain is interrupted or lost.

    “DPoW solving the issue of high energy consumption of PoW and prime number PoW compromises network security when the communication between the DPoW and the PoW blockchain is interrupted or lost.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    PoSV still favors the rich.

    “Moreover, the protocol still favors the rich and has not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    PoS does not prevent malicious users from generating invalid blocks, as the staked coins are returned back to them, compared to PoW where the computational power used by the miner is non retrievable.

    “Moreover, the protocol does not prevent malicious users from generating invalid blocks, as the staked coins as returned back to them as compared to PoW where the computational power used by the miner is non retrievable.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Because PoET consensus depends on Intel's SGX hardware, Intel becomes the controlling authority, making blockchain less decentralized.

    “Moreover, as the consensus depends on the SGX hardware developed by Intel, it makes Intel as the controlling authority making blockchain less decentralize.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    BFT-based consensus prevents cases of failing nodes and malicious nodes.

    “BFT-based consensus prevents the cases of failing node and malicious node.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    PoH favors the rich for leader selection, making the process deterministic and centralized.

    “However, PoH favors the rich for the selection of the leader making the process deterministic and centralized.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    PoI has not been tested for performance and protection against security threats.

    “Moreover, this consensus protocol has not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    PoA fairly incentivizes all block contributors but suffers from high energy consumption as in PoW and favors the rich as in PoS.

    “PoA fairly incentivizing all the block contributors in the network, suffers from the issue of high energy consumption as in PoW and it favors the rich as in PoS.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Capability-based consensus protocols reduce high energy consumption of compute-intensive protocols but suffer from rich-getting-richer, encouragement of malicious activities, and network centralization.

    “In summary, capability based consensus protocols reduces the high energy consumption of the compute-intensive based protocols, but suffers from the issues of rich getting richer, encouragement of malicious activities, and network centralization.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    PoSpace has hardly been tested for performance.

    “However, PoSpace is hardly tested for its performance and can be prone to malware attacks as the plot of hashes stored in the hard disk can be easily attacked and tampered with.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoET is currently used by HyperLedger Sawtooth.

    “PoET is currently used by the HyperLedger Sawtooth blockchain platform [41].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [41] (2018, December 29). Hyperledger Iroha—Hyperledger. Available online: https://www.hyperledger.org/projects/iroha.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    In PoSpace, the miner does not burn energy or coins to mine a block, which encourages malicious users to generate invalid blocks.

    “Moreover, the miner does not burn any energy or coins in order to mine the block, encourgaing malicious users to generate invalid block.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    PoET was developed by Intel in 2016 as a cost-efficient consensus protocol to solve rich-getting-richer and network centralization issues.

    “In order to solve the issues of rich getting richer and centralization of the network, Proof of Elapsed Time (PoET) was developed by Intel in 2016 [115] as a cost-efficient consensus protocol.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [115] Sabt, M., Achemlal, M., and Bouabdallah, A. (2015, January 20–22). Trusted Execution Environment: What It is, and What It is Not. Proceedings of the 2015 IEEE Trustcom/BigDataSE/ISPA, Helsinki, Finland. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Study design and conductnone given

    PoAuthority and PoR have not been tested for performance and protection against security threats.

    “Moreover, they have not been tested yet for its performance and protection against security threats.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoR is a variation of PoAuthority where a reputed organization is used as validator instead of an authorized identity.

    “A variation of PoAuthority is Proof of Reputation (PoR) where instead of an authorized identity, a reputed organization is used as validator [113].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [113] (2019, January 23). Menlo One—Tools that Make Blockchain Work for Business. Available online: https://www.menlo.one/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PoAuthority is used by POA network and Vechain.

    “PoAuthority is used by cryptocurrency trading platforms POA network [112] and Vechain.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [112] (2019, January 23). Gochain-Whitepaper. Available online: https://gochain.io/gochain-whitepaper-v2.1.2.pdf.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In BigchainDB, PBFT is referred to as tendermint protocol, where nodes having stake are selected as backup nodes.

    “In BigchainDB, PBFT is referred as tendermint protocol [126] where the nodes having stake (similar to PoS) are selected as the backup nodes.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [126] Vukolić, M. (2015, January 29). The quest for scalable blockchain fabric: Proof-of-work vs. BFT replication. Proceedings of the International Workshop on Open Problems in Network Security, Zurich, Switzerland. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoH was proposed in 2017 by Yakovenko to address issues in compute-intensive and capability-based protocols.

    “Proof of History (PoH) proposed in 2017 by Yakovenko aims to address the issues prevailing in compute-intensive based and above discussed capability based protocols [106].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [106] (2019, January 18). Proof of Importance. Available online: https://nem.io/xem/harvesting-and-poi/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoBelievability was proposed in 2017 to address rich-getting-richer issues in PoS.

    “Proof of believability was proposed in 2017 to address issues of rich getting richer prevailing in PoS [108].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [108] (2019, January 18). IOST—UNLEASHING THE POWER OF BLOCKCHAIN. Available online: https://iost.io/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    In PoAuthority, validators are formally approved accounts whose identity is verified by an authorized public notary system and kept public on-chain for cross-check.

    “The validators (known as authorities) in this algorithm are formally approved accounts whose identity is verified by an authorized public notary system and is kept public on-chain for cross-check.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    In pure PoW, the current mining reward is 12.5 bitcoins and is halved after every 210,000 blocks mined.

    “The current mining reward is 12.5 bitcoins and is halved after every 210,000 blocks mined.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PBFT was proposed by Castro et al. in 1999.

    “Practical byzantine fault tolerance was proposed by Castro et al. in the year 1999 [125].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [125] Kwon, 2014, Tendermint: Consensus without mining, Draft v. 0.6, fall

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoA is used by the cryptocurrency Decred.

    “PoA is not been tested much for its performance and security threats and is used by the cryptocurrency Decred [122].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [122] Driscoll, K., Hall, B., Sivencrona, H., and Zumsteg, P. (2003, January 23–26). Byzantine fault tolerance, from theory to reality. Proceedings of the International Conference on Computer Safety, Reliability, and Security, Edinburgh, UK. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoBelievability is currently implemented by IOST.

    “PoBelievability is currently implemented by the cryptocurrency platform internet of services token (IOST) [109] and has not been evaluated for security and privacy issues.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [109] (2019, January 23). Proof-of-Authority—Wikipedia. Available online: https://en.wikipedia.org/wiki/Proof-of-authority.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    PoA developed in 2014 addresses these issues by using PoW in conjunction with PoS, dividing transaction fees between a miner and validators, encouraging more active participation.

    “Proof of Authority (PoA) [121] developed in 2014, address this issues by using PoW in conjunction with PoS by dividing the transaction fees between a miner and the validators, encouraging more active participation of the nodes.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [121] (2019, January 11). Decred—Autonomous Digital Currency. Available online: https://www.decred.org/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    PoAuthority was proposed in 2015 as a reputation-based consensus protocol where miner reputation is at stake instead of coins.

    “Proof of authority, a reputation-based consensus protocol was proposed in 2015 where the reputation of the miner is at stake instead of coins [110,111].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [110] (2019, January 23). Wiki/Proof-of-Authority-Chains.md at Master · paritytech/wiki · GitHub. Available online: https://github.com/paritytech/wiki/blob/master/Proof-of-Authority-Chains.md.

      Not checked in the free run.

    • cites [111] (2019, January 23). POA Network: Public Ethereum Sidechain with Proof of Autonomy Consensus by Independent Validators. Available online: https://poa.network/.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    PoI was introduced in 2018 by NEM to address reduced transaction flow in PoS where miners do not perform transactions to increase their mining chances.

    “Proof of Importance introduced in 2018 by the cryptocurrency platform NEM [45] addresses the issue of reduced transaction flow exisitng in the PoS protocol where the miners do not perform transactions in order to increase their chances of mining.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [45] (2018, December 30). Quorum Overview. Available online: https://github.com/jpmorganchase/quorum/wiki/Quorum-Overview.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Miners dedicating computing power may demand high transaction fees, discouraging use of the network, because with low transaction fees the cost of mining is higher than the incentive received.

    “Consequently, the miners dedicating their computing power may demand high transaction fees discouraging the use of the network.This is because, with low transaction fees the cost of mining will be much higher than the incentive received.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    CFT-based consensus prevents only against failing or crashing nodes.

    “On the other hand, CFT based consensus prevents only against the case of failing/crashing nodes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    PoH requires a multi-core CPU architecture to increase verification speed.

    “Moreover, it is necessary to have a multi-core CPU architecture (although common now-a-days) in order to increase the speed of verification.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    PoI considers net transactions over time to avoid miners taking advantage by transacting back and forth.

    “To avoid the reduction in transaction flow and holding of cryptocurrency by the miner, the protocol takes into consideration net transactions over time avoiding the miners to take the advantage by transacting back and forth [107].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [107] (2019, January 18). Proof of Believability. Available online: https://github.com/iost-official/Documents/blob/master/Technical_White_Paper/EN/Tech_white_paper_EN.md.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    PoET has low energy consumption compared to PoW and does not favor the rich.

    “PoET has low energy consumption compared to PoW and does not favors the rich.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PoR is currently used by Gochain and Menlo one.

    “PoR is currently used by trading platform Gochain [113] and Menlo one [114].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [113] (2019, January 23). Menlo One—Tools that Make Blockchain Work for Business. Available online: https://www.menlo.one/.

      Not checked in the free run.

    • cites [114] (2018, December 18). The Second Coming of Blockchain|Intel® Software. Available online: https://software.intel.com/en-us/blogs/2017/02/14/the-second-coming-of-blockchain.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    In PoI, a miner with the highest importance score is selected to mine the next block.

    “A miner having the highest value of importance score in the network is selected to mine the next block.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The tragedy of commons in this context is where everyone selfishly looks for their own benefit without contributing to network security.

    “This issue is known as the tragedy of commons [120] where everyone will selfishly look for their own benefit without contributing to the network security.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [120] Bentov, 2014, Proof of activity: Extending bitcoin’s proof of work via proof of stake [extended abstract] y, ACM Sigmetrics Perform. Eval. Rev. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    In most consensus protocols, validators validating transactions receive no reward.

    “Moreover, the validators validating the transactions in most of the consenus protocols receives no reward for their work.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    PBFT is used by Hyperledger Fabric, Hyperledger Iroha, Oracle, Hydrachain, and BigchainDB.

    “PBFT is used by development platforms such as Hyperledger Fabric, Hyperledger Iroha, Oracle, Hydrachain, and BigchainDB.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    Voting-based consensus protocols were proposed to address the issues of capability-based protocols.

    “In order to address these issues, voting based consensus protocols were proposed in the literature.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    PoET uses a trusted execution environment along with Intel SGX for fair and efficient leader election, reducing computation and energy cost and eliminating wealth dominance.

    “PoET uses a trusted execution environment (TEE) [116] along with Intel's software guard extensions (SGX) [117], for fair and efficient leader election reducing the computation and energy cost and eliminating the wealth dominance.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [116] (2018, December 18). Intel SGX Homepage|Intel® Software. Available online: https://software.intel.com/en-us/sgx.

      Not checked in the free run.

    • cites [117] Chen, L., Xu, L., Shah, N., Gao, Z., Lu, Y., and Shi, W. (2017). On Security Analysis of Proof-of-Elapsed-Time (PoET), Springer. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Voting-based consensus protocols use a voting system to elect a miner for generating a block, eliminating high energy consumption of compute-intensive protocols and rich-getting-richer in capability-based protocols.

    “The voting based consensus protocols uses a voting system to elect a miner for generating a block, eliminating the issue of high energy consumption of compute-intensive based protocols due to miner selection based on competitive approach and the issue of rich getting richer in capability based protocols due to the miner selection based on the wealth dominance.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    DBFT was proposed by NEO in 2014 to avoid centralized selection of leader and backup nodes in PBFT, with nodes selected by voting.

    “In order to avoid the centralized selection of leader and backup nodes in PBFT, Delegated byzantine fault tolerance was proposed by NEO cryptocurrency platform [129] in 2014 where the nodes are selected based on a voting process.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [129] Schwartz, 2014, The Ripple protocol consensus algorithm, Ripple Labs Inc White Pap.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    For a private network with a selected group of backup nodes, PBFT performs satisfactorily and eliminates the issues of compute-intensive and capability-based protocols.

    “For a private network having a selected group of backup nodes, PBFT performs satisfactorily eliminating the issues of compute-intensive and capability based protocols.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    FBA's maximum number of faulty nodes required is 10n-5/3n-3 and 5n/3n-3 times less compared to DBFT and PBFT respectively.

    “This is because, the maximum number of faulty nodes required by FBA is 10n-5 3n-3 and 5n 3n-3 times less compared to DBFT and PBFT respectively.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    In Stellar, all nodes in a quorum slice must agree upon a transaction to update it to the ledger, unlike Ripple where only 80% agreement was needed.

    “In stellar, all the nodes in a quorum slice has to agree upon a transaction in order to update it to the ledger, unlike ripple where only 80% of the agreement was needed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    If the majority follower node behaves maliciously and does not send the replication acknowledgement message, then the block cannot be committed by the leader and the network suffers from latency.

    “If the majority follower node behaves maliciously and does not send the replication acknowledgement message then the block can not be committed by the leader and the network suffers from the issue of latency.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    DPoS+BFT was developed by Credits in 2018, using DPoS for node selection and BFT to update the ledger while protecting against malicious attacks.

    “DPoS+BFT developed by the Credits blockchain platform [55] in 2018, uses DPoS consensus algorithm for the selection of the nodes participating in consensus process, and the BFT algorithm to update the ledger while protecting against malicious attacks.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [55] (2018, December 29). Huffman Coding. Available online: https://en.wikipedia.org/wiki/Huffman_coding.

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    In FBA, a new transaction is added if 80% of nodes agree on its status, compared with 66% in PBFT.

    “A new transaction is added into the network if 80% of the nodes agree on the status of the transaction (which was 66% in PBFT).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Segregated Witness (SegWit) aims to solve the issue of scalability by separating the transaction signature from the transaction data in the bitcoin network.

    “Segregated Witness (SegWit) [192], first introduced by Pieter Wuille aims to solve the issue of scalability by separating the transaction signature from the transaction data in the bitcoin network.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [192] Poon, J., and Dryja, T. (2019, September 21). The Bitcoin Lightning Network: Scalable Off-Chain Instant Payments Technical Report, Technical Report (Draft). Available online: https://lightning.network.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Raft consensus algorithm solves the issue of crash tolerance but does not provide data integrity when a node behaves maliciously.

    “Raft consensus algorithm solves the issue of crash tolerance but does not provide data integrity in the case when a node behaves maliciously.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Intel proposed and patented a new generation hardware accelerator that aims to reduce the mining power of the bitcoin network by 35%.

    “The United States technology firm, Intel, proposed and patented a new generation hardware accelerator that aims to reduce the mining power of the bitcoin network by 35% [197].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [197] Brown, 2016, Corda: An introduction, R3 CEV

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    This energy consumption results in environmental hazards such as global warming and carbon footprints.

    “This energy consumption results in environmental hazard such as global warming and carbon foot prints [196].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [196] (2018, December 31). BITCOIN MINING HARDWARE ACCELERATOR WITH OPTIMIZED MESSAGE DIGEST AND MESSAGE SCHEDULER DATAPATH, Available online: http://appft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&u=%2Fnetahtml%2FPTO%2Fsearch-adv.html&r=1&p=1&f=G&l=50&d=PG01&S1=20180089642.PGNR.&OS=dn/20180089642&RS=DN/20180089642.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Lightning network is a layer on top of the blockchain network that allows users to perform transactions off-chain using channels without waiting for the block to get processed.

    “Lightning network is a layer on top of the blockchain network that allows users to perform transaction off-chain using channels without waiting for the block to get processed.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [193] (2018, December 31). Zilliqa. Available online: https://docs.zilliqa.com/positionpaper.pdf.

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Increasing transaction data congest the network, increasing processing time and requiring more data storage.

    “Similarly, the increasing transaction data congest the network increasing the processing time as well as requires more data storage.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    Both SegWit and Lightning network are only aimed at the bitcoin blockchain network.

    “But, both of these solutions are only aimed to the bitcoin blockchain network.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    FBA is also used by Stellar, where the UNL is referred to as quorum slices.

    “FBA is also used by Stellar cryptocurrency platform where the UNL is referred as quorum slices [132].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [132] Ongaro, D., and Ousterhout, J. (2014, January 19–20). In Search of an Understandable Consensus Algorithm. Proceedings of the 2014 USENIX Annual Technical Conference (USENIX ATC 14), Philadelphia, PA, USA.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Capability based protocols are more prone to malicious attacks.

    “the capability based protocols solves the issue of high energy consumption but tends to be biased towards the rich (wealth dominance) and more prone to malicious attacks”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Although FBA makes the network decentralized and reduces communication overhead, it is more prone to malicious activities compared to DBFT and PBFT.

    “Although, FBA makes the network decentralized and reduces the communication overhead, the protocol is more prone to malicious activities compared to DBFT and PBFT.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    This leads to the issue of having a single point of failure in a centralized peer-to-peer network.

    “This leads to the issue of having a single point of failure in a centralized peer-to-peer network.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The tangled transactions are more prone to sybil attack because it is possible for a malicious attacker to create random transactions in order to select a tip and then process invalid transactions.

    “However, the tangled transactions are more prone to sybil attack, because it is possible to create random transactions by an malicious attacker in order to select a tip, and can then process invalid transactions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The issues of high communication data leading to increased energy consumption and sybil attacks still prevail in DBFT.

    “The issues of high amount of communication data leading to increase in energy consumption and sybil attacks still prevails in DBFT.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    PBFT needs an authority for selecting the leader and backup nodes, making it less decentralized.

    “However, PBFT needs an authority for the selection of a leader and the backup nodes, making it less decentralized.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Capability based protocols tend to be biased towards the rich (wealth dominance).

    “the capability based protocols solves the issue of high energy consumption but tends to be biased towards the rich (wealth dominance) and more prone to malicious attacks”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Every transaction in a blockchain network requires peer-to-peer verification before it can be processed.

    “Every transaction in a blockchain network requires peer-to-peer verification before it can be processed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Raft, proposed in 2014 by Ongaro et al., is a CFT-based consensus ensuring safety only against node crashes without safety against malicious attacks.

    “Raft consensus algorithm proposed in 2014 by Ongaro et al. is a CFT based consensus ensuring safety only against the situation where a network node crashes without providing safety against malicious attacks [133].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [133] (2019, January 23). Federated Consensus. Available online: https://chain.com/docs/1.2/protocol/papers/federated-consensus.

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    The ledger is shared only among the peers participating in the transactions, resulting in no peers on the network having an identical copy of the ledger.

    “However, the ledger is shared only among the peers participating in the transactions resulting no peers on the network having identical copy of ledger.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The complexity of building and deploying a private blockchain network and the associated cost are major obstacles for the adoption of the technology.

    “The complexity of building and deploying a private blockchain network and the associated cost are major obstacles for the adoption of the technology.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    According to the Ripple network, the intersection of UNL by any two nodes in different UNLs should be at least one fifth of the total nodes, ensuring a transaction is validated by all nodes.

    “According to the ripple network, the intersection of UNL by any two nodes in different UNLs should be atleast one fifth of the total nodes in the network.This ensures that a transaction is validated by all the nodes in the network.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premiseown data

    In private blockchain networks, selected nodes participate in the consensus process.

    “| Participants of Consensus Process All block generators | Selected nodes | |”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    In a public blockchain network where anyone can join, there rises the issue of lack of central governing authority to develop standard protocol and rules for transactions.

    “In a public blockchain network, where anyone can join the network, there rises the issue of lack of central governing authority to develop standard protocol and rules for transactions (specially financial transactions).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    In public blockchain networks, all block generators participate in the consensus process.

    “| Participants of Consensus Process All block generators | Selected nodes | |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premiseown data

    Public blockchain networks have open network join permission.

    “| Network Join Permission | Open | Restricted/Authorized |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premiseown data

    In public blockchain networks, transactions are visible to all members.

    “| Transaction Visibility | All members | Selected authorized members |”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    Different platforms having different architecture, programming language, consensus protocols, and transaction flow makes it difficult for the interoperability of blockchain applications among various platforms.

    “Different platforms having different architecture, programming language, consensus protocols, and transaction flow makes it difficult for the interoperability of blockchain applications among various platforms.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The security of the data and the privacy of the user's identity are issues of high relevance that cannot be neglected while making the blockchain framework more energy-efficient and scalable.

    “Furthermore, the security of the data and the privacy of the user's identity are issues of high relevance that can not be neglected while making the blockchain framework more energy-efficient and scalable.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    The public blockchain network has the property of pseudo-anonymity, which makes all transaction data over the network visible to the public.

    “The public blockchain network has the property of pseudo-anonymity, which makes all the transaction data over the network visible to public.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premiseown data

    In private blockchain networks, transactions are visible to selected authorized members.

    “| Transaction Visibility | All members | Selected authorized members |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Implementation of the public ledger will overcome the low storage capabilities of the IoT devices.

    “Implementation of the public ledger will overcome the low storage capabilities of the IoT devices.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Blockchain can be used for smart appliances, smart contracts and economic exchange between IoT devices and sensors.

    “Furthermore, blockchain can be used for smart appliances, smart contracts [181] and economic exchange between IoT devices and sensors.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [181] Rivera, R., Robledo, J.G., Larios, V.M., and Avalos, J.M. (2017, January 14–17). How digital identity on blockchain can contribute in a smart city environment. Proceedings of the 2017 International Smart Cities Conference (ISC2), Wuxi, China. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premiseown data

    Private blockchain networks have restricted or authorized network join permission.

    “| Network Join Permission | Open | Restricted/Authorized |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Hyperledger Burrow supports Linux and Go.

    “| | Hyperledger | - | | Linux | Go | | | | | | Burrow [39] | | | | | | | |”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [39] (2018, December 29). Introduction—Sawtooth. Available online: https://sawtooth.hyperledger.org/docs/core/releases/1.0/introduction.html.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Current architectures and protocols target specific application domains without considering the future needs in a rapidly evolving collaborative ecosystem.

    “This is because current architectures and protocols target specific application domain without considering the future needs in an rapidly evolving collaborative ecosystem.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    The energy consumption of compute-intensive based consensus protocols is escalating with the increasing number of participants, having an adverse effect on the environment.

    “The energy consumption of the compute-intensive based consensus protocols is escalating with the increasing number of participants having an adverse effect on the environment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    With the evolving application needs for better services, the current blockchain architecture and consensus protocols have misaligned with the goals for a green collaborative digital ecosystem.

    “With the evolving application needs for better services, the current blockchain architecture and consensus protocols have misaligned with the goals for a green collaborative digital ecosystem.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The inflexible and non-adaptive behavior of current architectures and consensus protocols acts as a barrier to serve the ultimate goals for a growing collaborative digital ecosystem.

    “On the other side, the inflexible and non-adaptive behavior of current architectures and consensus protocols act as barrier to serve the ultimate goals for a growing collaborative digital ecosystem.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    As of now, an energy-efficient blockchain framework makes the network less decentralized and more prone to malicious attacks.

    “As of now, energy-efficient blockchain framework makes the network less decentralized and more prone to malicious attacks.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Public blockchain networks do not require trust in the network.

    “| Trust in the Network | Not Required | Required |”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Blockchain technology complements IoT by providing data security, reliability and efficient management.

    “Blockchain technology complements IoT by providing data security, reliability and efficient management.”
    Quote in the paperNot a substantial claim
168 of 168
  • The paper relies on this without support.

    Addressing energy consumption and scalability problems often trades off with security and privacy.

    “Addressing these problems of energy consumption and scalability often trades off with security, and privacy.”
  • The paper relies on this without support.

    Growing business requires trust and transparency between customers and business providers.

    “Growing business requires trust and transparency between the customers and business providers.”
  • The paper relies on this without support.

    Customers require eliminating intermediaries to reduce transaction costs.

    “Customers require to eliminate intermediaries to reduce transactions cost.”
  • The paper relies on this without support.

    Data communication overhead increases with the number of network participants and hinders real-time services of developed applications.

    “The issues of data communication overhead with increasing number of network participants further hinders the real-time services of the developed applications.”
  • The paper relies on this without support.

    The rapid adoption of blockchain by different application domains motivated the development of many blockchain platforms.

    “The rapid adoption of blockchain by different applications domains motivated the development of many blockchain platforms.”
  • The paper relies on this without support.

    There is a gap between existing consensus algorithms and applications' needs in terms of scalability, complexity, cost effectiveness, and energy efficiency.

    “However, there prevails a gap between the existing algorithms and the applications' needs in terms of scalability, complexity, cost effectiveness, and energy efficiency.”
  • The paper relies on this without support.

    The increasing amount of energy consumption is affecting the environment with increasing global warming.

    “This increasing amount of energy consumption is affecting the environment with increasing global warming.”
  • The paper relies on this without support.

    The price of digital currency is increasing compared to computing hardware capacity.

    “This is because of the increasing price of digital currency (required in PoS) as compared to the computing hardware capacity (required in PoW).”
  • The paper relies on this without support.

    The economy benefits from financial flow.

    “to prevent the financial flow in the system, which is necessary for an economy to grow.”
  • The paper relies on this without support.

    A blockchain network is not controlled by any single authority.

    “Because a blockchain network is not controlled by any single authority”
  • The authors state this as an assumption.

    In the PoET z-test, each node has the same winning probability p, and the number of wins follows a normal distribution N(mp, mp(1-p)).

    “The test assumes that if the network has 'm' nodes, then each node has the same winning probability 'p', with the number of wins following a normal distribution N(mp, mp(1p)).”
  • The authors state this as an assumption.

    In PBFT, all honest nodes have an exact same copy of the ledger.

    “All nodes in the system communicates with each other with the goal of reaching to an agreement by assuming that all honest nodes will have a exact same copy of the ledger.”
  • The authors state this as an assumption.

    In voting-based consensus protocols, there are independent node failures in the network or some nodes behave maliciously.

    “These protocols are designed to tolerate byzantine faults by assuming that there are independent node failures in the network or some of the nodes will behave maliciously.”
  • The paper relies on this without support.

    Applications' needs are continuously evolving in a collaborative ecosystem such as smart cities, social networking, governance, and smart healthcare, with the ultimate goals of green computing and cost reduction.

    “This is due to the continuously evolving applications' needs in a collaborative ecosystem such as smart cities, social networking, governance, and smart heatlhcare with the ultimate goals of green computing and cost reduction.”
14 of 14

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The low scalability of blockchain is essentially caused by data redundancies and increasing computational and communication overheads.

    “Ismail and Materwala (2019) argue that the low scalability of blockchain is essentially caused by data redundancies and increasing computational and communication overheads.”

    From Blockchain technology in the smart city: A bibliometric review (2022) · cites this paper as Ismail and Materwala 2019

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Proof-of-stake penalties are described oppositely

    Major

    The paper first says a malicious forger loses its staked coins, then says malicious users can generate invalid blocks because their staked coins are returned.

  • Proof-of-space hash iterations end at two different counts

    Minor

    The plotting procedure says its remaining iterations run through 8912, but the same description says that only 8192 hashes are generated.

  • Oracle citation points to a Credits reference

    Minor

    The cited reference [54] is listed as a Credits white paper, not an Oracle source.

  • An incorrect world-state output is classified as valid

    Minor

    The multi-ledger execution steps include a transaction with an incorrect world-state output in the block of valid transactions, but then say invalid transactions are excluded from that block.

  • Proof of Activity is called Proof of Authority

    Minor

    The section heading names the PoW-plus-PoS protocol Proof of Activity, while its description calls that same protocol Proof of Authority. The paper separately uses Proof of Authority for a reputation-based protocol.

5 of 5

Cites

Flagged first, then by citations

9 of the 108 references couldn’t be matched to a known paper.

Research works printed but not linked: 10

  1. Ahamad, S., Nair, M., and Varghese, B. (2013, January 13–14). A survey on crypto currencies. Proceedings of the 4th International Conference on Advances in Computer Science, AETACS, NCR, India.
  2. Nguyen, 2018, A survey about consensus algorithms used in Blockchain, J. Inf. Process. Syst., 14, 101
  3. Szabo, 1996, Smart contracts: Building blocks for digital markets, Extropy J. Transhumanist Thought, 18, 2
  4. King, 2013, Primecoin: Cryptocurrency with prime number proof-of-work, July 7th, 1, 6
  5. Ribenboim, P. (2012). The New Book of Prime Number Records, Springer Science & Business Media.
  6. Chen, L., Xu, L., Shah, N., Gao, Z., Lu, Y., and Shi, W. (2017, January 5–8). On security analysis of proof-of-elapsed-time (poet). Proceedings of the International Symposium on Stabilization, Safety, and Security of Distributed Systems, Boston, MA, USA. · DOI · Paper page
  7. Kwon, 2014, Tendermint: Consensus without mining, Draft v. 0.6, fall, 1, 11
  8. (2018, December 19). IBM News Room—2017-08-09 Sony and Sony Global Education Develop a New System to Manage Students’ Learning Data, Built on IBM Blockchain—United States. Available online: https://www-03.ibm.com/press/us/en/pressrelease/52970.wss.
  9. Pichel, 2016, Blockchain for land administration, GIM Int., 30, 38
  10. Panesir, M.S. (2018). Blockchain Applications for Disaster Management and National Security. [Ph.D. Thesis, State University of New York at Buffalo].

Cited by

Sorted by citations

Authors
Ismail, L., & Materwala, H.
Affiliations
United Arab Emirates University (AE)
Corresponding author
Ismail, Leila
Venue
Symmetry
Publisher
MDPI AG
Published
2019-09-24
Volume
11
Issue
10
Pages
1198
ISSN
2073-8994 (ISSN-L)
OpenAlex
W2970755484
Cited by
278
References
108
Citations by year
2026: 13 · 2025: 34 · 2024: 48 · 2023: 67 · 2022: 52 · 2021: 39 · 2020: 21 · 2019: 4
FWCI
36.11
Type
journal article
Language
en
Open access
Locations
  • Symmetry (publishedVersion, cc-by)
  • Preprints.org (acceptedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
United Arab Emirates University (31R101)
Topics
  • Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
  • Physical Sciences › Computer Science › Information Systems › Blockchain Technology in Education and Learning
  • Physical Sciences › Computer Science › Computer Networks and Communications › Distributed systems and fault tolerance
Keywords
blockchain architecture, consensus algorithms, blockchain platform selection, distributed databases, peer-to-peer trust, smart cities, blockchain in healthcare, blockchain governance

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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