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Machine learning (ML) has been pervasively researched nowadays and it has been applied in many aspects of real life. Nevertheless, issues of model and data still accompany the development of ML. For instance, training of traditional ML…

机器学习 · 计算机科学 2022-06-29 Shengwen Ding , Chenhui Hu

The success of blockchain as the underlying technology for cryptocurrencies has opened up possibilities for its use in other application domains as well. The main advantages of blockchain for its potential use in other domains are its…

网络与互联网体系结构 · 计算机科学 2019-06-21 Mehrdad Salimitari , Mainak Chatterjee

The automotive industry has seen an increased need for connectivity, both as a result of the advent of autonomous driving and the rise of connected cars and truck fleets. This shift has led to issues such as trusted coordination and a wider…

密码学与安全 · 计算机科学 2019-07-08 Parth Singhal , Siddharth Masih

Permission-less blockchains can realise trustless trust, albeit at the cost of limiting the complexity of computation tasks. To explain the implications for scalability, we have implemented a trust model for smart contracts, described as…

密码学与安全 · 计算机科学 2018-01-30 Dominik Harz , Magnus Boman

Consensus is one of the key problems in blockchains. There are many articles analyzing the performance of threat models for blockchains. But the network stability seems lack of attention, which in fact affects the blockchain performance.…

网络与互联网体系结构 · 计算机科学 2018-08-06 Dongyan Huang , Xiaoli Ma , Shengli Zhang

The unknown parameters of simulation models often need to be calibrated using observed data. When simulation models are expensive, calibration is usually carried out with an emulator. The effectiveness of the calibration process can be…

统计计算 · 统计学 2024-12-03 Özge Sürer , Stefan M. Wild

Since the inception of Bitcoin, the distributed systems community has shown interest in the design of efficient blockchain systems. However, initial blockchain applications (like Bitcoin) attain very low throughput, which has promoted the…

数据库 · 计算机科学 2020-04-28 Suyash Gupta , Sajjad Rahnama , Mohammad Sadoghi

We consider the problem of optimizing the economic performance of nonlinear constrained systems subject to uncertain time-varying parameters and bounded disturbances. In particular, we propose an adaptive economic model predictive control…

系统与控制 · 电气工程与系统科学 2026-01-16 Maximilian Degner , Raffaele Soloperto , Melanie N. Zeilinger , John Lygeros , Johannes Köhler

In an era of increasing concerns over intellectual property rights, traditional peer review systems face challenges including plagiarism, malicious attacks, and unauthorized data access. BeerReview, a blockchain-enabled peer review…

分布式、并行与集群计算 · 计算机科学 2024-05-31 Guodong Jin , Zihan Zhou , Wenzheng Tang , Kanglei Yu , Hao Xu , Erwu Liu

Performance metrics measuring in Financial Integrity systems are crucial for maintaining an efficient and cost effective operation. An important performance metric is False Positive Rate. This metric cannot be directly monitored since we…

机器学习 · 计算机科学 2022-08-30 Moshe Tocker

Decentralized services are increasingly being developed and their Decentralized applications are increasingly developed but their performance metrics are not tested enough. The total number of transactions that can be supported by the…

分布式、并行与集群计算 · 计算机科学 2021-05-04 Melih Birim , Hüseyin Emre Ari , Enis Karaarslan

The evolution of distributed architectures and programming paradigms for performance-oriented program development, challenge the state-of-the-art technology for performance tools. The area of high performance computing is rapidly expanding…

分布式、并行与集群计算 · 计算机科学 2010-06-15 Ajanta De Sarkar , Nandini Mukherjee

Wearable fitness devices are widely used to track an individual's health and physical activities to improve the quality of health services. These devices sense a considerable amount of sensitive data processed by a centralized third party.…

密码学与安全 · 计算机科学 2022-03-04 May Alhajri , Carsten Rudolph , Ahmad Salehi Shahraki

This article surveys blockchain-based approaches for several security services. These services include authentication, confidentiality, privacy, and access control list (ACL), data and resource provenance, and integrity assurance. All these…

密码学与安全 · 计算机科学 2018-10-23 Tara Salman , Maede Zolanvari , Aiman Erbad , Raj Jain , Mohammed Samaka

Existing permissioned blockchains often rely on coordination-based consensus protocols to ensure the safe execution of applications in a Byzantine environment. Furthermore, these protocols serialize the transactions by ordering them into a…

分布式、并行与集群计算 · 计算机科学 2023-10-25 Pezhman Nasirifard , Ruben Mayer , Hans-Arno Jacobsen

A new era in ICT has begun with the evolution of Next Generation Networks (NGNs) and the development of human-centric applications. Ultra-low latency, high throughput, and high availability are a few of the main characteristics of modern…

网络与互联网体系结构 · 计算机科学 2022-11-02 Michael Xevgenis , Dimitrios Kogias , Ioannis Christidis , Charalampos Patrikakis , Helen C. Leligou

Permissionless blockchains face considerable challenges due to increasing storage demands, driven by the proliferation of Decentralized Applications (DApps). This paper introduces EC-Chain, a cost-effective storage solution for…

密码学与安全 · 计算机科学 2024-12-10 Minghui Xu , Hechuan Guo , Ye Cheng , Chunchi Liu , Dongxiao Yu , Xiuzhen Cheng

The core premise of permissionless blockchains is their reliable and secure operation without the need to trust any individual agent. At the heart of blockchain consensus mechanisms is an explicit cost (whether work or stake) for…

密码学与安全 · 计算机科学 2023-08-15 Joshua S. Gans , Hanna Halaburda

BitTorrent is undoubtedly the most popular P2P file sharing application on today's Internet. The widespread popularity of BitTorrent has attracted a great deal of attention from networking researchers who conducted various performance…

网络与互联网体系结构 · 计算机科学 2013-11-06 Kunjie Xu

Cryptocurrency networks such as Bitcoin have emerged as a distributed alternative to traditional centralized financial transaction networks. However, there are major challenges in scaling up the throughput of such networks. Lightning…

分布式、并行与集群计算 · 计算机科学 2021-06-25 Sushil Mahavir Varma , Siva Theja Maguluri