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application-aware software-defined networking to accelerate mapreduce applications PDF

121 Pages·2015·3.96 MB·Portuguese
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PONTIFICAL CATHOLIC UNIVERSITY OF RIO GRANDE DO SUL FACULTY OF INFORMATICS COMPUTER SCIENCE GRADUATE PROGRAM APPLICATION-AWARE SOFTWARE-DEFINED NETWORKING TO ACCELERATE MAPREDUCE APPLICATIONS MARCELO VEIGA NEVES Dissertation submitted to the Pontifical Catholic University of Rio Grande do Sul inpartialfullfillmentoftherequirements for the degree of Ph. D. in Computer Science. Advisor: Prof. Cesar A. F. De Rose Porto Alegre 2015 Dados Internacionais de Catalogação na Publicação (CIP) N518a Neves, Marcelo Veiga Application-aware software-defined networking to accelerate mapreduce applications / Marcelo Veiga Neves. – Porto Alegre, 2015. 121 f. Tese (Doutorado) – Faculdade de Informática, PUCRS. Orientador: Prof. Dr. Cesar A. F. De Rose 1. Informática. 2.Engenharia de Software. 3. Redes de Computadores. I. De Rose, Cesar A. F. II. Título. CDD 005.1 Ficha Catalográfica elaborada pelo Setor de Tratamento da Informação da BC-PUCRS To my family and friends. “Ilovedeadlines. Ilikethewhooshingsound they make as they fly by.” (Douglas Adams)

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No caso de MR, a fase que realiza comunicações via rede representa uma significante parcela do tempo total de criação de um controle de rede ciente de aplicação (isto é, que conhece as semânticas e demandas de (Machine learning, ETL data warehouse, web searching, graph mining, etc.).
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