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A survey on the distributed computing stack

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_COSREV__Survey_DCS.pdf (1,971Mb)
 
10.1016/j.cosrev.2021.100422
 
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hdl:2117/362356

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Ramón Cortés, CristianMés informació
Alvarez Vecino, Pol
Lordan Gomis, FrancescMés informació
Álvarez Cid-Fuentes, Javier
Ejarque Artigas, Jorge
Badia Sala, Rosa MariaMés informacióMés informacióMés informació
Document typeArticle
Defense date2021-11
PublisherElsevier
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 4.0 International
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 4.0 International
ProjectCOMPUTACION DE ALTAS PRESTACIONES VII (MINECO-TIN2015-65316-P)
Abstract
In this paper, we review the background and the state of the art of the Distributed Computing software stack. We aim to provide the readers with a comprehensive overview of this area by supplying a detailed big-picture of the latest technologies. First, we introduce the general background of Distributed Computing and propose a layered top–bottom classification of the latest available software. Next, we focus on each abstraction layer, i.e. Application Development (including Task-based Workflows, Dataflows, and Graph Processing), Platform (including Data Sharing and Resource Management), Communication (including Remote Invocation, Message Passing, and Message Queuing), and Infrastructure (including Batch and Interactive systems). For each layer, we give a general background, discuss its technical challenges, review the latest programming languages, programming models, frameworks, libraries, and tools, and provide a summary table comparing the features of each alternative. Finally, we conclude this survey with a discussion of open problems and future directions.
CitationRamón-Cortés, C. [et al.]. A survey on the distributed computing stack. "Computer science review", Novembre 2021, vol. 42, article 100422, p. 1-22. 
URIhttp://hdl.handle.net/2117/362356
DOI10.1016/j.cosrev.2021.100422
ISSN1574-0137
Publisher versionhttps://www.sciencedirect.com/science/article/pii/S1574013721000629
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  • Departament d'Arquitectura de Computadors - Articles de revista [1.003]
  • CAP - Grup de Computació d'Altes Prestacions - Articles de revista [380]
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