Learning Automata-Based QoS Framework for Cloud IaaS

@article{Misra2014LearningAQ,
  title={Learning Automata-Based QoS Framework for Cloud IaaS},
  author={Sudip Misra and P. Venkata Krishna and K. Kalaiselvan and Vankadara Saritha and Mohammad S. Obaidat},
  journal={IEEE Transactions on Network and Service Management},
  year={2014},
  volume={11},
  pages={15-24}
}
This paper presents a Learning Automata (LA)-based QoS (LAQ) framework capable of addressing some of the challenges and demands of various cloud applications. The proposed LAQ framework ensures that the computing resources are used in an efficient manner and are not over- or under-utilized by the consumer applications. Service provisioning can only be guaranteed by continuously monitoring the resource and quantifying various QoS metrics, so that services can be delivered in an on-demand basis… CONTINUE READING
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