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{"title":"A Parallel Volunteer Computing System Based on Server Assisted Communication","authors":"Keiichi Inohara, Yota Kurokawa, Masaru Fukushi","doi":"10.1002/tee.70015","DOIUrl":null,"url":null,"abstract":"<p>Volunteer computing (VC) is one of the distributed computing paradigms, which exploits idle computing resources provided by vast amount of users on the Internet. In VC, individual nodes are usually unable to communicate with each other directly; therefore, current VC supports only bag-of-tasks computation, and this prevents widespread use of VC. Toward the realization of parallel VC, this paper proposes a parallel VC system based on the concept of server assisted communication. The proposed method replaces inter-node communication with a pair of two request-driven communication between sender/server and server/receiver. In the proposed parallel VC system, a VC server consists of an Apache web server and a MySQL database server, to ease the implementation of multi-threaded communication and stable and efficient data-management functions. A software tool is also developed to convert a parallel program written with a common MPI communication library into a program with a standard socket library with HTTP protocol. To demonstrate the feasibility of the proposed system, we have implemented the parallel VC system and evaluated the execution time of basic communication functions and parallel programs in NAS parallel benchmarks. The results show that the execution time of basic communication functions is acceptable for the practical use of VC and benchmark programs are successfully executed on the proposed systems, demonstrating the feasibility of parallel computation in VC environments. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"20 9","pages":"1415-1423"},"PeriodicalIF":1.1000,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEJ Transactions on Electrical and Electronic Engineering","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/tee.70015","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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Abstract
Volunteer computing (VC) is one of the distributed computing paradigms, which exploits idle computing resources provided by vast amount of users on the Internet. In VC, individual nodes are usually unable to communicate with each other directly; therefore, current VC supports only bag-of-tasks computation, and this prevents widespread use of VC. Toward the realization of parallel VC, this paper proposes a parallel VC system based on the concept of server assisted communication. The proposed method replaces inter-node communication with a pair of two request-driven communication between sender/server and server/receiver. In the proposed parallel VC system, a VC server consists of an Apache web server and a MySQL database server, to ease the implementation of multi-threaded communication and stable and efficient data-management functions. A software tool is also developed to convert a parallel program written with a common MPI communication library into a program with a standard socket library with HTTP protocol. To demonstrate the feasibility of the proposed system, we have implemented the parallel VC system and evaluated the execution time of basic communication functions and parallel programs in NAS parallel benchmarks. The results show that the execution time of basic communication functions is acceptable for the practical use of VC and benchmark programs are successfully executed on the proposed systems, demonstrating the feasibility of parallel computation in VC environments. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.
基于服务器辅助通信的并行志愿计算系统
志愿计算(VC)是分布式计算的一种范式,它利用互联网上大量用户提供的空闲计算资源。在VC中,单个节点之间通常无法直接通信;因此,目前的VC只支持任务袋计算,这阻碍了VC的广泛使用。针对并行VC的实现,本文提出了一种基于服务器辅助通信的并行VC系统。提出的方法将节点间通信替换为发送者/服务器和服务器/接收者之间的两个请求驱动的通信。在本文提出的并行VC系统中,VC服务器由Apache web服务器和MySQL数据库服务器组成,便于实现多线程通信和稳定高效的数据管理功能。本文还开发了一种软件工具,用于将使用通用MPI通信库编写的并行程序转换为使用HTTP协议的标准套接字库编写的程序。为了证明该系统的可行性,我们实现了并行VC系统,并在NAS并行基准测试中评估了基本通信功能和并行程序的执行时间。结果表明,基本通信功能的执行时间在VC的实际应用中是可以接受的,并且在所提出的系统上成功地执行了基准程序,证明了在VC环境下并行计算的可行性。©2025日本电气工程师协会和Wiley期刊有限责任公司。
本文章由计算机程序翻译,如有差异,请以英文原文为准。