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Modern distributed systems face a critical challenge: existing consensus protocols optimize for either node heterogeneity or workload independence, but not both. For example, Cabinet leverages weighted quorums to handle node heterogeneity…

分布式、并行与集群计算 · 计算机科学 2025-12-24 Tanisha Fonseca , Gengrui Zhang

With the rapid advancement of artificial intelligence (AI) and intelligent science, intelligent edge computing has been widely adopted. However, the limitations of traditional methods, such as poor adaptability and the slow convergence of…

人工智能 · 计算机科学 2026-04-29 Yongtao Yao , Yao Yang , Haorui Shi , Canglu Zhu , Miaojiang Chen , Ahmed Farouk

We investigate the problem of maintaining an encoded distributed storage system when some nodes contain adversarial errors. Using the error-correction capabilities that are built into the existing redundancy of the system, we propose a…

密码学与安全 · 计算机科学 2015-03-17 Theodoros K. Dikaliotis , Alexandros G. Dimakis , Tracey Ho

Multi-tenancy hosting of users in cloud NoSQL data stores is favored by cloud providers because it enables resource sharing at low operating cost. Multi-tenancy takes several forms depending on whether the back-end file system is a local…

分布式、并行与集群计算 · 计算机科学 2016-01-06 Jiaan Zeng

Decentralized crypto-currencies based on the blockchain architecture under-utilize available network bandwidth, making them unable to scale to thousands of transactions per second. We define the Blockclique architecture, that addresses this…

密码学与安全 · 计算机科学 2020-02-11 Sébastien Forestier , Damir Vodenicarevic , Adrien Laversanne-Finot

Despite the success in various scenarios, blockchain systems, especially EVM-compatible ones that serially execute transactions, still face the significant challenge of limited throughput. Concurrent transaction execution is a promising…

分布式、并行与集群计算 · 计算机科学 2022-11-18 Haoran Lin , Yajin Zhou , Lei Wu

Multi-edge cooperative computing that combines constrained resources of multiple edges into a powerful resource pool has the potential to deliver great benefits, such as a tremendous computing power, improved response time, more diversified…

分布式、并行与集群计算 · 计算机科学 2024-05-21 Yujiao Hu , Qingmin Jia , Jinchao Chen , Yuan Yao , Yan Pan , Renchao Xie , F. Richard Yu

Tornado Cash is a decentralised mixer that uses cryptographic techniques to sever the on-chain trail between depositors and withdrawers. In practice, however, its anonymity can be undermined by user behaviour and operational quirks. We…

密码学与安全 · 计算机科学 2025-11-19 Raffaele Cristodaro , Benjamin Kraner , Claudio J. Tessone

Transitioning cloud-based Hadoop from IaaS to PaaS, which are commercially conceptualized as pay-as-you-go or pay-per-use, often reduces the associated system costs. However, managed Hadoop systems do present a black-box behavior to the…

分布式、并行与集群计算 · 计算机科学 2021-12-21 Uluer Emre Ozdil , Serkan Ayvaz

Caching of popular content during off-peak hours is a strategy to reduce network loads during peak hours. Recent work has shown significant benefits of designing such caching strategies not only to deliver part of the content locally, but…

信息论 · 计算机科学 2016-06-14 Nikhil Karamchandani , Urs Niesen , Mohammad Ali Maddah-Ali , Suhas Diggavi

The computing demand of AI is growing at an unprecedented rate, but energy supply is not keeping pace. As a result, energy has become an expensive, contended resource that requires explicit management and optimization. Although recent works…

机器学习 · 计算机科学 2026-01-27 Ruofan Wu , Jae-Won Chung , Mosharaf Chowdhury

Multi model inference has recently emerged as a prominent paradigm, particularly in the development of agentic AI systems. However, in such scenarios, each model must maintain its own Key-Value (KV) cache for the identical prompt, leading…

NoSQL databases are widely used in modern applications due to their scalability and schema flexibility, yet they often rely on eventual consistency models that limit reliable transaction processing. This study proposes a four-stage…

数据库 · 计算机科学 2026-02-03 Adam A. E. Alflahi , Mohammed A. Y. Mohammed , Abdallah Alsammani

We present a hardware mechanism called HourGlass to predictably share data in a multi-core system where cores are explicitly designated as critical or non-critical. HourGlass is a time-based cache coherence protocol for dual-critical…

硬件体系结构 · 计算机科学 2018-07-20 Nivedita Sritharan , Anirudh M. Kaushik , Mohamed Hassan , Hiren Patel

Although blockchain, the supporting technology of various cryptocurrencies, has offered a potentially effective framework for numerous decentralized trust management systems, its performance is still sub-optimal in real-world networks. With…

分布式、并行与集群计算 · 计算机科学 2022-04-05 Canran Wang , Netanel Raviv

A working implementation of nested transactions has been produced for LOCUS, an integrated distributed operating system which provides a high degree of network transparency. Several aspects of our mechanism are novel. First, the mechanism…

操作系统 · 计算机科学 2007-05-23 Erik T. Mueller , Johanna D. Moore , Gerald J. Popek

Current main memory database system architectures are still challenged by high contention workloads and this challenge will continue to grow as the number of cores in processors continues to increase. These systems schedule transactions…

数据库 · 计算机科学 2019-05-30 Yangjun Sheng , Anthony Tomasic , Tieying Zhang , Andrew Pavlo

Indexes are critical for efficient data retrieval and updates in modern databases. Recent advances in machine learning have led to the development of learned indexes, which model the cumulative distribution function of data to predict…

数据库 · 计算机科学 2026-04-27 Xinyi Zhang , Liang Liang , Anastasia Ailamaki , Jianliang Xu

Persistent key-value (KV) stores are critical infrastructure for data-intensive applications. Leveraging high-performance Non-Volatile Memory (NVM) to enhance KV stores has gained traction. However, previous work has primarily focused on…

数据库 · 计算机科学 2025-06-02 Zhen Liu , Wenzhe Zhu , Yongkun Li , Yinlong Xu

Understanding the performance of data-parallel workloads when resource-constrained has significant practical importance but unfortunately has received only limited attention. This paper identifies, quantifies and demonstrates memory…

分布式、并行与集群计算 · 计算机科学 2017-02-15 Calin Iorgulescu , Florin Dinu , Aunn Raza , Wajih Ul Hassan , Willy Zwaenepoel