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Modeling cloud resources using machine learning

Autor
Berral, J.; Gavaldà, R.; Torres, J.
Tipus d'activitat
Document cientificotècnic
Data
2013
Codi
LSI-13-7-R
Repositori
http://hdl.handle.net/2117/99413 Obrir en finestra nova
Resum
Cloud computing is a new Internet infrastructure paradigm where management optimization has become a challenge to be solved, as all current management systems are human-driven or ad-hoc automatic systems that must be tuned manually by experts. Management of cloud resources require accurate information about all the elements involved (host machines, resources, offered services, and clients), and some of this information can only be obtained a posteriori. Here we present the cloud and part of its ...
Citació
Berral, J., Gavaldà, R., Torres, J. "Modeling cloud resources using machine learning". 2013.
Paraules clau
Distributed systems, Learning and adaptive systems, Mathematical modeling, Performance evaluation
Grup de recerca
CAP - Grup de Computació d'Altes Prestacions
LARCA - Laboratori d'Algorísmia Relacional, Complexitat i Aprenentatge

Participants

Arxius