SimEDC: A Simulator for the Reliability Analysis of Erasure-Coded Data Centers

Zhang Mi; Han Shujie; Lee Patrick P. C.

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SimEDC: A Simulator for the Reliability Analysis of Erasure-Coded Data Centers

机译：SimEDC：用于擦除编码数据中心可靠性分析的模拟器

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摘要

reports reliability metrics of an erasure-coded data center based on the configurable inputs of the data center topology, erasure codes, redundancy placement, and failure/repair patterns of different subsystems obtained from statistical models or production traces. It can further accelerate the simulation analysis via importance sampling. Our simulation analysis based on

机译：根据数据中心拓扑的可配置输入，擦除代码，冗余位置以及从统计模型或生产跟踪获得的不同子系统的故障/修复模式，报告擦除编码数据中心的可靠性指标。通过重要性采样，它可以进一步加速仿真分析。我们的仿真分析基于

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《IEEE Transactions on Parallel and Distributed Systems》 |2019年第12期|2836-2848|共13页
作者
Zhang Mi; Han Shujie; Lee Patrick P. C.;
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作者单位

Chinese Univ Hong Kong Dept Comp Sci & Engn Shatin Hong Kong Peoples R China;

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原文格式 PDF
正文语种 eng
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关键词
Maintenance engineering; Data centers; Redundancy; Encoding; Data models; Bandwidth; Erasure coding; data centers; reliability;

机译：维修工程;数据中心;冗余;编码;数据模型;带宽;擦除编码;数据中心;可靠性;

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专利

1. : Efficient Dissemination of Erasure-Coded Data in Data Centers [J] . Jun Li, Baochun Li, Bo Li Emerging Topics in Computing, IEEE Transactions on . 2019,第3期

机译：：在数据中心中高效传播纠删码数据
2. A 'Hitchhiker's' Guide to Fast and Efficient Data Reconstruction in Erasure-coded Data Centers [J] . K. V. Rashmi, Nihar B. Shah, Dikang Gu, Computer communication review . 2014,第4期

机译：擦除编码数据中心中的快速高效数据重构的“旅行者指南”
3. Design and Evaluation of a Risk-Aware Failure Identification Scheme for Improved RAS in Erasure-Coded Data Centers [J] . Huang Weichen, Fang Juntao, Wan Shenggang, IEEE Transactions on Parallel and Distributed Systems . 2021,第1期

机译：擦除编码数据中心改进RAS风险感知失效识别方案的设计与评估
4. A Simulation Analysis of Reliability in Erasure-Coded Data Centers [C] . Mi Zhang, Shujie Han, Patrick P. C. Lee IEEE Symposium on Reliable Distributed Systems . 2017

机译：擦除编码数据中心的可靠性模拟分析
5. Science Based Human Reliability Analysis: Using Digital Nuclear Power Plant Simulators for Human Reliability Research [D] . Shirley, Rachel Elizabeth. 2017

机译：基于科学的人类可靠性分析：使用数字核电站模拟器进行人类可靠性研究
6. Test-Retest Reliability and Inter-Tester Reliability of Kinematic Data from a Three-Dimensional Gait Analysis System [O] . Hitoshi Tsushima, Meg E Morris, Jennifer McGinley 2003

机译：三维步态分析系统中运动数据的重测可靠性和测试者间可靠性
7. A "hitchhiker's" guide to fast and efficient data reconstruction in erasure-coded data centers [O] . K.V. Rashmi, Nihar B. Shah, Dikang Gu, 2014

机译：擦除编码数据中心的快速高效数据重建的“Hitchhiker”指南

SimEDC: A Simulator for the Reliability Analysis of Erasure-Coded Data Centers

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