Layered Contention Mitigation for Cloud Storage

Q1 Computer Science IEEE Cloud Computing Pub Date : 2022-07-01 DOI:10.1109/CLOUD55607.2022.00036
Meng Wang, Cesar A. Stuardo, D. Kurniawan, Ray A. O. Sinurat, Haryadi S. Gunawi
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引用次数: 0

Abstract

We introduce an ecosystem of contention mitigation supports within the operating system, runtime and library layers. This ecosystem provides an end-to-end request abstraction that enables a uniform type of contention mitigation capabilities, namely request cancellation and delay prediction, that can be stackable together across multiple resource layers. Our evaluation shows that in our ecosystem, multi-resource storage applications are faster by 5-70% starting at 90P (the 90thpercentile) compared to popular practices such as speculative execution and is only 3% slower on average compared to a best-case (no contention) scenario.
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云存储的分层争用缓解
我们在操作系统、运行时和库层中引入了一个争用缓解支持生态系统。该生态系统提供端到端请求抽象,支持统一类型的争用缓解功能,即请求取消和延迟预测,可以跨多个资源层堆叠在一起。我们的评估表明,在我们的生态系统中,多资源存储应用程序从90P(第90百分位数)开始比投机执行等流行实践快5-70%,与最佳情况(无争用)场景相比,平均只慢3%。
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来源期刊
IEEE Cloud Computing
IEEE Cloud Computing Computer Science-Computer Networks and Communications
CiteScore
11.20
自引率
0.00%
发文量
0
期刊介绍: Cessation. IEEE Cloud Computing is committed to the timely publication of peer-reviewed articles that provide innovative research ideas, applications results, and case studies in all areas of cloud computing. Topics relating to novel theory, algorithms, performance analyses and applications of techniques are covered. More specifically: Cloud software, Cloud security, Trade-offs between privacy and utility of cloud, Cloud in the business environment, Cloud economics, Cloud governance, Migrating to the cloud, Cloud standards, Development tools, Backup and recovery, Interoperability, Applications management, Data analytics, Communications protocols, Mobile cloud, Private clouds, Liability issues for data loss on clouds, Data integration, Big data, Cloud education, Cloud skill sets, Cloud energy consumption, The architecture of cloud computing, Applications in commerce, education, and industry, Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS), Business Process as a Service (BPaaS)
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