Search Results for author: Claus Pahl

Found 2 papers, 1 papers with code

A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling

no code implementations19 May 2017 Hamid Arabnejad, Claus Pahl, Pooyan Jamshidi, Giovani Estrada

A goal of cloud service management is to design self-adaptable auto-scaler to react to workload fluctuations and changing the resources assigned.

Management Q-Learning +2

Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution

1 code implementation2 Jul 2015 Pooyan Jamshidi, Amir Sharifloo, Claus Pahl, Andreas Metzger, Giovani Estrada

The benefit is that for designing cloud controllers, we do not have to rely solely on precise design-time knowledge, which may be difficult to acquire.

Q-Learning Self-Learning

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