2020
DOI: 10.3390/su12041529
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A Scalable IoT Protocol via an Efficient DAG-Based Distributed Ledger Consensus

Abstract: The Internet of Things (IoT) suffers from various security vulnerabilities. The use of blockchain technology can help resolve these vulnerabilities, but some practical problems in terms of scalability continue to hinder the adaption of blockchain for application in the IoT. The directed acyclic graph (DAG)-based Tangle model proposed by the IOTA Foundation aims to avoid transaction fees by employing a different protocol from that used in the blockchain. This model uses the Markov chain Monte Carlo (MCMC) algor… Show more

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Cited by 17 publications
(12 citation statements)
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“…However, more operational and real-time control, given the scale of data and information requirements may make it currently infeasible for applying these algorithms. Simulation of data based on smaller samples may be used for predictive analytics and inferencing using blockchain data (e.g., [81,82]) if scalability for big data or real-time data is not possible in blockchain technology. Although, as previously mentioned newer developments and algorithms such as sharding improve the promise of blockchain data scalability removing its barrier.…”
Section: Blockchain Adoption Concerns For Transportation and Reverse mentioning
confidence: 99%
“…However, more operational and real-time control, given the scale of data and information requirements may make it currently infeasible for applying these algorithms. Simulation of data based on smaller samples may be used for predictive analytics and inferencing using blockchain data (e.g., [81,82]) if scalability for big data or real-time data is not possible in blockchain technology. Although, as previously mentioned newer developments and algorithms such as sharding improve the promise of blockchain data scalability removing its barrier.…”
Section: Blockchain Adoption Concerns For Transportation and Reverse mentioning
confidence: 99%
“…Also, the tip selection must avoid the phase of being the lazy tip i.e., choosing two old transactions already confirmed by many others. Hence, coordinator is used for determining the tips using the tip selection API to ensure no one is selecting tips for their profit making or approving the double spending [ 75 ]. Proof of Work (PoW) : the node must check two chosen tips to be conflict-free from double spending, etc., and then perform a level of proof of work against spam protection defined by minimum weight magnitude of the network.…”
Section: Dissecting the Iota Platform Ecosystemmentioning
confidence: 99%
“…Also, the tip selection must avoid the phase of being the lazy tip i.e., choosing two old transactions already confirmed by many others. Hence, coordinator is used for determining the tips using the tip selection API to ensure no one is selecting tips for their profit making or approving the double spending [ 75 ].…”
Section: Dissecting the Iota Platform Ecosystemmentioning
confidence: 99%
“…One of the main problems of IoT has always been the security of the communication between the devices. Son et al proposed a directed acyclic graph (DAG)-based IoT protocol, using IOTA for securing IoT applications [16]. Odysseas and Gialelis introduced a IOTA-based sensor node system [17], while Bartolomeu et al used IOTA for vehicular applications [18].…”
Section: Introductionmentioning
confidence: 99%