A theoretical model characterizing tangle evolution in IOTA blockchain network

F Guo, X Xiao, A Hecker… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
IOTA blockchain system is lightweight without heavy proof-of-work mining phases, which is
considered a promising service platform of Internet of Things applications. IOTA organizes …

Characterizing IOTA tangle with empirical data

F Guo, X Xiao, A Hecker… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
IOTA organizes transactions in the ledger as a Directed Acyclic Graph (DAG) called Tangle,
instead of a hash chain of transaction blocks used by most of traditional blockchains. IOTA is …

Evaluating DAG-based blockchains for IoT

L Zhao, J Yu - 2019 18th IEEE international conference on trust …, 2019 - ieeexplore.ieee.org
Blockchain has been considered as the enabler to provide automated and trust-less Internet
of things (IoT) services. However, legacy consensus mechanisms applied in most of the …

Optimization framework for best approver selection method (BASM) and best tip selection method (BTSM) for IOTA tangle network: Blockchain-enabled next …

MN Halgamuge - Computer networks, 2021 - Elsevier
We develop an optimization framework to increase network scalability and to incorporate a
priority level for essential transactions based on the Internet of Things and Application …

A self-adaptive deep learning-based algorithm for predictive analysis of bitcoin price

N Jagannath, T Barbulescu, KM Sallam, I Elgendi… - IEEE …, 2021 - ieeexplore.ieee.org
Bitcoin generates a massive amount of data every day due to its innate transparency and
capacity of operating completely decentralised. In this paper, we introduce on-chain metrics …

A markov process theory for network growth processes of DAG-based blockchain systems

XS Song, QL Li, YX Chang, C Zhang - arXiv preprint arXiv:2209.01458, 2022 - arxiv.org
Note that the serial structure of blockchain has many essential pitfalls, thus a data network
structure and its DAG-based blockchain are introduced to resolve the blockchain pitfalls …

Optimizing blockchain networks with artificial intelligence: Towards efficient and reliable IoT applications

F Jameel, U Javaid, B Sikdar, I Khan… - Convergence of artificial …, 2020 - Springer
Blockchain is one of the new tools which is still experiencing a serious lack of understanding
and awareness in general public. Besides, to say that blockchain is a versatile technology …

Local bitcoin network simulator for performance evaluation using lightweight virtualization

L Alsahan, N Lasla, M Abdallah - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This paper presents a new blockchain network simulator that uses bitcoin's original
reference implementation as its main application. The proposed simulator leverages the use …

Offline scaling of IoT devices in IOTA blockchain

A Rawat, V Daza, M Signorini - Sensors, 2022 - mdpi.com
An increased pattern of hidden Internet of Things (IoT) devices has been observed. Due to
the increased number of security attacks, a large number of IoT devices are disappearing …

Properties of the tangle for uniform random and random walk tip selection

B Kusmierz, W Sanders, A Penzkofer… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
The growing number of applications for distributed ledger technologies is driving both
industry and academia to solve the limitations of blockchain, particularly its scalability …