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With rapid development of blockchain technology as well as integration of various application areas, performance evaluation, performance optimization, and dynamic decision in blockchain systems are playing an increasingly important role in…

性能 · 计算机科学 2022-11-30 Quan-Lin Li , Yan-Xia Chang , Qing Wang

Cryptocurrencies, such as Bitcoin, are one of the most controversial and complex technological innovations in today's financial system. This study aims to forecast the movements of Bitcoin prices at a high degree of accuracy. To this aim,…

计算金融 · 定量金融 2023-03-09 Hakan Pabuccu , Serdar Ongan , Ayse Ongan

Payment channel is a protocol which allows cryptocurrency users to route multiple transactions through network without committing them to the main blockchain network (mainnet). This ability makes them the most prominent solution to…

计算机科学与博弈论 · 计算机科学 2021-07-08 MohammadAmin Fazli , Seyed Moeen Nehzati , MohammadAmin Salarkia

While many researchers adopt a sharding approach to design scaling blockchains, few works have studied the transaction placement problem incurred by sharding protocols. The widely-used hashing placement algorithm renders an overwhelming…

分布式、并行与集群计算 · 计算机科学 2022-06-13 Liuyang Ren , Paul A. S. Ward

The Bitcoin Lightning Network is a Layer 2 payment protocol that addresses Bitcoin's scalability by facilitating quick and cost effective transactions through payment channels. This research explores the feasibility of using machine…

机器学习 · 计算机科学 2025-10-24 Vincent Davis , Emanuele Rossi , Vikash Singh

The Bitcoin Lightning Network (LN) is designed to improve the scalability of blockchain systems by using off-chain payment paths to settle transactions in a faster, cheaper, and more private manner. This work aims to empirically study LN's…

计算机科学与博弈论 · 计算机科学 2023-12-29 Andrea Carotti , Cosimo Sguanci , Anastasios Sidiropoulos

This work is organized as follows. In the first section we review the prior work and we have obtained our data. Next, we will look at address reuse in the Bitcoin network. We show that a great portion of users reuse their addresses which…

社会与信息网络 · 计算机科学 2018-04-24 Mohammad Sadegh Ebrahimi , Afshin Babveyh

Ethereum is one of the most popular platforms for the development of blockchain-powered applications. These applications are known as Dapps. When engineering Dapps, developers need to translate requests captured in the front-end of their…

软件工程 · 计算机科学 2022-06-22 Michael Pacheco , Gustavo A. Oliva , Gopi Krishnan Rajbahadur , Ahmed E. Hassan

In recent years, blockchain has grown in popularity due to its singular attributes, enabling the development of new innovative decentralized applications. But when companies consider leveraging blockchain for their applications, the…

密码学与安全 · 计算机科学 2021-01-25 Nicolas Six

In recent years, significant research efforts have focused on improving blockchain throughput and confirmation speeds without compromising security. While decreasing the time it takes for a transaction to be included in the blockchain…

密码学与安全 · 计算机科学 2026-04-29 Aikaterini-Panagiota Stouka , Conor McMenamin , Demetris Kyriacou , Lin Oshitani , Quentin Botha

We argue that recent developments in proof-of-work consensus mechanisms can be used in accordance with advancements in formal verification techniques to build a distributed payment protocol that addresses important economic drawbacks from…

密码学与安全 · 计算机科学 2020-05-14 Assimakis Kattis , Fabian Trottner

Threshold cryptography is essential for many blockchain protocols. For example, many protocols rely on threshold common coin to implement asynchronous consensus, leader elections, and provide support for randomized applications. Similarly,…

密码学与安全 · 计算机科学 2025-05-26 Zhuolun Xiang , Sourav Das , Zekun Li , Zhoujun Ma , Alexander Spiegelman

We present and validate a novel mathematical model of the blockchain mining process and use it to conduct an economic evaluation of the double-spend attack, which is fundamental to all blockchain systems. Our analysis focuses on the value…

密码学与安全 · 计算机科学 2016-11-22 George Bissias , Brian Neil Levine , A. Pinar Ozisik , Gavin Andresen

Modern blockchains guarantee that submitted transactions will be included eventually; a property formally known as liveness. But financial activity requires transactions to be included in a timely manner. Unfortunately, classical liveness…

理论经济学 · 经济学 2023-06-27 Elijah Fox , Mallesh Pai , Max Resnick

We describe a plausible probabilistic model for a blockchain queueing environment in which rational, profit-maximising schedulers impose adversarial disciplines on incoming messages containing a payload that encodes a state transition in a…

概率论 · 数学 2023-02-17 Andrew W. Macpherson

With the proliferation of new blockchain-based cryptocurrencies/assets and platforms that make it possible to transact across them, it becomes important to consider not just whether the transfer of coins/assets can be tracked within their…

密码学与安全 · 计算机科学 2025-10-14 Ayush Kumar , Vrizlynn L. L. Thing

In PCNs, nodes that forward payments between a source and a receiver are paid a small fee if the payment is successful. The fee is a compensation for temporarily committing funds to the payment. However, payments may fail due to…

计算机科学与博弈论 · 计算机科学 2023-10-09 Satwik Prabhu Kumble , Dick Epema , Stefanie Roos

In blockchain systems, especially cryptographic currencies such as Bitcoin, the double-spending and Byzantine-general-like problem are solved by reaching consensus protocols among all nodes. The state-of-the-art protocols include…

密码学与安全 · 计算机科学 2018-08-02 Jianwen Chen , Kai Duan , Rumin Zhang , Liaoyuan Zeng , Wenyi Wang

A payment channel network is a blockchain-based overlay mechanism that allows parties to transact more efficiently than directly using the blockchain. These networks are composed of payment channels that carry transactions between pairs of…

网络与互联网体系结构 · 计算机科学 2026-03-10 Suryanarayana Sankagiri , Bruce Hajek

Traditional blockchain design gives miners or validators full control over transaction ordering, i.e., they can freely choose which transactions to include or exclude, as well as in which order. While not an issue initially, the emergence…

分布式、并行与集群计算 · 计算机科学 2023-12-19 Andrei Constantinescu , Diana Ghinea , Lioba Heimbach , Zilin Wang , Roger Wattenhofer