A Complete Framework for Modelling Workload Volatility of VoD System - a Perspective to Probabilistic Management

A Complete Framework for Modelling Workload Volatility of VoD System - a Perspective to Probabilistic Management

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There are some new challenges in system administration and design to optimize the resource management for a cloud based application. Some applications demand stringent performance requirements (e.g. delay and jitter bounds), while some applications exhibit bursty (volatile) workloads. This thesis pr...

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Bibliographic Details
Main Author: Roy, Shubhabrata
Language:English
Published: Ecole normale supérieure de lyon - ENS LYON 2014
Subjects:
[INFO:INFO_OH] Computer Science/Other
[INFO:INFO_OH] Informatique/Autre
Video on demand
Bursty workload
Epidemic model
Buzz effects
Markov Chain Monte Carlo
Estimation
Large deviation principle
Resource management
Online Access:http://tel.archives-ouvertes.fr/tel-01061418
http://tel.archives-ouvertes.fr/docs/01/06/14/18/PDF/ROY_Shubhabrata_2014_These.pdf

Internet

http://tel.archives-ouvertes.fr/tel-01061418
http://tel.archives-ouvertes.fr/docs/01/06/14/18/PDF/ROY_Shubhabrata_2014_These.pdf

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