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State-of-the-art distributed in-memory datastores (FaRM, FaSST, DrTM) provide strongly-consistent distributed transactions with high performance and availability. Transactions in those systems are fully general; they can atomically…

分布式、并行与集群计算 · 计算机科学 2021-04-07 Antonios Katsarakis , Yijun Ma , Zhaowei Tan , Andrew Bainbridge , Matthew Balkwill , Aleksandar Dragojevic , Boris Grot , Bozidar Radunovic , Yongguang Zhang

The problem of Byzantine consensus has been key to designing secure distributed systems. However, it is particularly difficult, mainly due to the presence of Byzantine processes that act arbitrarily and the unknown message delays in general…

分布式、并行与集群计算 · 计算机科学 2023-05-05 Alejandro Ranchal-Pedrosa , Vincent Gramoli

Sorting is a foundational primitive in modern data processing, influencing the execution speed of high-performance data pipelines. However, the algorithmic landscape is currently bifurcated by a pervasive "Stability Tax": practitioners must…

数据结构与算法 · 计算机科学 2026-05-15 Hriday Jain , Ketan Sabale , Aditya Shastri , Hiren Kumar Thakkar , Ashutosh Londhe

Tetris is an Asynchronous Byzantine Fault Tolerance consensus algorithm designed for next generation high-throughput permission and permissionless blockchain. The core concept of Tetris is derived from Reasoning About Knowledge, which we…

多智能体系统 · 计算机科学 2018-12-11 Jiajun Xu , Sam Huang

Fuzzing has proven to be very effective for discovering certain classes of software flaws, but less effective in helping developers process these discoveries. Conventional crash-based fuzzers lack enough information about failures to…

密码学与安全 · 计算机科学 2024-11-04 Allison Naaktgeboren , Sean Noble Anderson , Andrew Tolmach , Greg Sullivan

One of the significant problem in peer-to-peer databases is collision problem. These databases do not rely on a central leader that is a reason to increase scalability and fault tolerance. Utilizing these systems in high throughput…

分布式、并行与集群计算 · 计算机科学 2019-11-05 Mohammad Fazlali , Sara Moazezi Eftekhar , Mohammad Mahdi Dehshibi , Hadi Tabatabaee Malazi , Masoud Nosrati

Distributed algorithms solving agreement problems like consensus or state machine replication are essential components of modern fault-tolerant distributed services. They are also notoriously hard to understand and reason about. Their…

分布式、并行与集群计算 · 计算机科学 2023-01-25 Berk Cirisci , Constantin Enea , Suha Orhun Mutluergil

A shared read/write register emulation provides the illusion of shared-memory on top of message-passing models. The main hurdle with such emulations is dealing with server faults in the system. Several crash-tolerant register emulations in…

分布式、并行与集群计算 · 计算机科学 2019-10-16 Saptaparni Kumar , Jennifer L. Welch

Today's sensor network implementations often comprise various types of nodes connected with different types of networks. These and various other aspects influence the delay of transmitting data and therefore of out-of-order data…

软件工程 · 计算机科学 2020-09-25 Wolfgang Weiss , Victor J. Exposito Jimenez , Herwig Zeiner

Existing blockchain systems scale poorly because of their distributed consensus protocols. Current attempts at improving blockchain scalability are limited to cryptocurrency. Scaling blockchain systems under general workloads (i.e.,…

分布式、并行与集群计算 · 计算机科学 2019-03-13 Hung Dang , Tien Tuan Anh Dinh , Dumitrel Loghin , Ee-Chien Chang , Qian Lin , Beng Chin Ooi

Distributed Ledger Technologies (DLTs), when managed by a few trusted validators, require most but not all of the machinery available in public DLTs. In this work, we explore one possible way to profit from this state of affairs. We devise…

分布式、并行与集群计算 · 计算机科学 2023-05-10 Marco Benedetti , Francesco De Sclavis , Marco Favorito , Giuseppe Galano , Sara Giammusso , Antonio Muci , Matteo Nardelli

In many application domains, the proliferation of sensors and devices is generating vast volumes of data, imposing significant pressure on existing data analysis and data mining techniques. Nevertheless, an increase in data volume does not…

机器学习 · 计算机科学 2024-10-21 Daniel Riccio , Genoveffa Tortora , Mara Sangiovanni

Fuzzing is a popular vulnerability automated testing method utilized by professionals and broader community alike. However, despite its abilities, fuzzing is a time-consuming, computationally expensive process. This is problematic for the…

软件工程 · 计算机科学 2023-07-25 Michael Wang , Michael Robinson

Blockchain technology enables stakeholders to conduct trusted data sharing and exchange without a trusted centralized institution. These features make blockchain applications attractive to enhance trustworthiness in very different contexts.…

分布式、并行与集群计算 · 计算机科学 2022-07-18 Xiaohui Zhang , Mingying Xue , Xianghua Miao

In Private Information Retrieval (PIR), one wants to download a file from a database without revealing to the database which file is being downloaded. Much attention has been paid to the case of the database being encoded across several…

We introduce CoHiRF (Consensus Hierarchical Random Features), a hierarchical consensus framework that enables existing clustering methods to operate beyond their usual computational and memory limits. CoHiRF is a meta-algorithm that…

机器学习 · 计算机科学 2026-02-10 Katia Meziani , Bruno Belucci , Karim Lounici , Vladimir R. Kostic

Distributed algorithms that operate in the fail-recovery model rely on the state stored in stable memory to guarantee the irreversibility of operations even in the presence of failures. The performance of these algorithms lean heavily on…

操作系统 · 计算机科学 2020-02-19 William B. Mingardi , Gustavo M. D. Vieira

Leader-based consensus algorithms are vulnerable to liveness and performance downgrade attacks. We explore the possibility of replacing leader election in Multi-Paxos with random exponential backoff (REB), a simpler approach that requires…

分布式、并行与集群计算 · 计算机科学 2024-12-20 Pasindu Tennage , Cristina Basescu , Eleftherios Kokoris Kogias , Ewa Syta , Philipp Jovanovic , Bryan Ford

Consensus algorithms play a critical role in blockchains and directly impact their performance. During consensus processing, nodes need to validate and order the pending transactions into a new block, which requires verifying the…

密码学与安全 · 计算机科学 2023-05-29 Wanxin Li , Collin Meese , Mark Nejad , Hao Guo

Data replication is essential to ensure reliability, availability and fault-tolerance of massive distributed applications over large scale systems such as the Internet. However, these systems are prone to partitioning, which by Brewer's CAP…

分布式、并行与集群计算 · 计算机科学 2015-01-12 Matthieu Perrin , Achour Mostéfaoui , Claude Jard