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Enhanced Failure Detection Mechanism in MapReduce
Citation
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: |
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| 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 |
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 |
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| 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 |
