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A reinforcement learning framework for online data migration in hierarchical storage systems

Author
VENGEROV, David1
[1] Sun Microsystems Laboratories. UMPK16-160, 16 Network Circle, Menlo Park, CA 94025, United States
Source

Journal of supercomputing. 2008, Vol 43, Num 1, pp 1-19, 19 p ; ref : 20 ref

CODEN
JOSUED
ISSN
0920-8542
Scientific domain
Electronics; Computer science; Mathematics
Publisher
Springer, Heidelberg
Publication country
Germany
Document type
Article
Language
English
Author keyword
Markov decision process, Reinforcement learning, Cost functions, Data migration, Multi-tier storage, Fuzzy rulebase Self-optimizing systems
Keyword (fr)
Algorithme apprentissage Apprentissage renforcé Comportement utilisateur Décision Markov Entrée sortie Haute performance Intelligence artificielle Logique floue Moyenne temporelle Optimisation Processus Markov Réponse temporelle Simulateur Stockage donnée Superordinateur Système hiérarchisé Système mémoire Temps accès Temps minimal Temps réponse
Keyword (en)
Learning algorithm Reinforcement learning User behavior Markov decision Input output High performance Artificial intelligence Fuzzy logic Time average Optimization Markov process Time response Simulator Data storage Supercomputer Hierarchical system Storage system Access time Minimum time Response time
Keyword (es)
Algoritmo aprendizaje Aprendizaje reforzado Comportamiento usuario Decisión Markov Entrada salida Alto rendimiento Inteligencia artificial Lógica difusa Promedio temporal Optimización Proceso Markov Respuesta temporal Simulador Almacenamiento datos Supercomputador Sistema jerarquizado Sistema memoria Tiempo acceso Tiempo mínimo Tiempo respuesta
Classification
Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B04 Computer systems and distributed systems. User interface

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence

Discipline
Computer science : theoretical automation and systems
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
20007401

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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