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CNS Core: Small: Paxos Unpacked

CNS Core: Small: Paxos Unpacked
CNS 核心:小型:Paxos 解压
批准号:
2008243
负责人:
Murat Demirbas
金额:
$49.63万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-10-01 至 2023-09-30

项目摘要

项目成果

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中文摘要
翻译
由于其出色的容错特性,Paxos协议已被许多云计算系统用于计算机集群的一致协调。这个项目旨在表明,如果适当定制,Paxos协议家族也可以提供一流的性能和可扩展性,这是它们目前所缺乏的。为此,该项目将为不同的部署和用例定制高性能、可伸缩、实用和可用的Paxos变体。该项目将提供解决方案空间的系统和原则性探索,而不是开发不相交的点解决方案。扩展Paxos并使其实用和可定制涉及许多挑战,并且需要各种分布式算法工具和技术。为了横向扩展Paxos,该项目将研究新的协议内分片和灵活仲裁结果支持的重新配置策略。对于垂直扩展Paxos,该项目将通过将控制与通信流解耦以及采用协议内聚合优化来缓解领导者的瓶颈。为了提供作为轻量级无服务器原语的共识,该项目将开发高效的单实例细粒度共识作为系统原语,并展示其在应用程序中的使用。本项目开发的技术将更广泛地适用于一般的协调协议。为了加速技术向学术界和工业界的转移,该项目将在全球分布式数据库原型的背景下展示这些技术。该项目还将通过加强科学/技术理解、向社区分发工具和软件、吸引本科生和代表性不足的学生以及接触K-12学生,产生更广泛的影响。将创建新的工具、软件和材料来教授学生分布式系统的原理和分布式协议的推理。该项目将通过Github存储库(https://github.com/muratdem)与公众公开共享所有软件、文档和技术论文。这些材料将包括协议的TLA+/Pluscal模型,Go语言中协议的实现,展示协议的分布式数据库的实现,用于设计和开发协调协议的原语和工具的实现,分布式协调课程模块,研究论文,演示文稿和博客文章。这些材料将在合同期满后至少保存三年。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
Due to their excellent fault-tolerance properties, Paxos protocols have been employed by many cloud computing systems for consistent coordination of clusters of computers. This project aims to show that when properly customized, Paxos family of protocols can also deliver top-notch performance and scalability, which they currently lack. To this end, the project will design high-performance, scalable, practical, and usable Paxos variants customized for different deployments and use cases. Instead of developing disjoint point-solutions, the project will provide a systematic and principled exploration of the solution space.Scaling Paxos and making it practical and customizable involves many challenges and requires an assortment of distributed algorithmic tools and techniques. For scaling Paxos horizontally, the project will investigate novel in-protocol sharding and reconfiguration strategies enabled by the flexible quorums result. For scaling Paxos vertically, the project will alleviate the bottleneck at the leaders by decoupling control from communication flow and by employing in-protocol aggregation optimizations. To provide consensus as a lightweight serverless primitive, the project will develop efficient single-instance fine-granularity consensus as a systems primitive and showcase its use in applications.The techniques developed in this project will have broader applicability to coordination protocols in general. In order to accelerate technology transfer to academia and industry, the project will showcase these techniques in the context of a globally distributed database prototype. The project will also enable broader impact through enhancing scientific/technological understanding, distributing tools and software to the community, engaging undergraduate and underrepresented students, and reaching out to K-12 students. New tools, software, and material will be created to teach students the principles of distributed systems and reasoning about distributed protocols.The project will share all the software, documentation, and technical papers generated with the public openly as open source via Github repositories at https://github.com/muratdem. These material will include TLA+/Pluscal models of the protocols, implementations of the protocols in Go language, implementation of a distributed database showcasing the protocols, implementation of primitives and tools for designing and developing coordination protocols, course modules on distributed coordination, research papers, presentations, and blog posts. The material will be stored and preserved for at least three years beyond the award period.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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XPS:FULL: FP: Collaborative Research: Synchrony-aware Primitives for Building Highly Auditable, Highly Scalable, Highly Available Distributed Systems
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