Enhanced Failure Detection Mechanism in MapReduce

Memishi, Bunjamin and Pérez Hernández, María de los Santos and Antoniu, Gabriel (2012). Enhanced Failure Detection Mechanism in MapReduce. In: "High Performance Computing and Simulation (HPCS), 2012 International Conference on". IEEE Xplore Digital Library, Madrid, España, pp. 690-692. ISBN 978-1-4673-2359-8. https://doi.org/10.1109/HPCSim.2012.6266995.

Description

Title: Enhanced Failure Detection Mechanism in MapReduce
Author/s:
  • Memishi, Bunjamin
  • Pérez Hernández, María de los Santos
  • Antoniu, Gabriel
Item Type: Book Section
Title of Book: High Performance Computing and Simulation (HPCS), 2012 International Conference on
Título de Revista/Publicación: High Performance Computing and Simulation (HPCS), 2012 International Conference on
Date: July 2012
ISBN: 978-1-4673-2359-8
ISSN: 978-1-4673-2359-8
Volume: null
Subjects:
Freetext Keywords: MapReduce, fault tolerance, failure detection, tolerancia a errores, detección de errores.
Faculty: Facultad de Informática (UPM)
Department: Arquitectura y Tecnología de Sistemas Informáticos
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The popularity of MapReduce programming model has increased interest in the research community for its improvement. Among the other directions, the point of fault tolerance, concretely the failure detection issue seems to be a crucial one, but that until now has not reached its satisfying level. Motivated by this, I decided to devote my main research during this period into having a prototype system architecture of MapReduce framework with a new failure detection service, containing both analytical (theoretical) and implementation part. I am confident that this work should lead the way for further contributions in detecting failures to any NoSQL App frameworks, and cloud storage systems in general.

More information

Item ID: 15929
DC Identifier: http://oa.upm.es/15929/
OAI Identifier: oai:oa.upm.es:15929
DOI: 10.1109/HPCSim.2012.6266995
Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6266995&tag=1
Deposited by: Memoria Investigacion
Deposited on: 24 Jun 2013 17:17
Last Modified: 21 Apr 2016 16:15
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