Search Results for author: Felix Gessert

Found 2 papers, 1 papers with code

LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations

4 code implementations23 Aug 2018 Michael Schaarschmidt, Alexander Kuhnle, Ben Ellis, Kai Fricke, Felix Gessert, Eiko Yoneki

In this work, we introduce LIFT, an end-to-end software stack for applying deep reinforcement learning to data management tasks.

Management reinforcement-learning +1

Learning Runtime Parameters in Computer Systems with Delayed Experience Injection

no code implementations31 Oct 2016 Michael Schaarschmidt, Felix Gessert, Valentin Dalibard, Eiko Yoneki

This paper investigates the use of deep reinforcement learning for runtime parameters of cloud databases under latency constraints.

Management reinforcement-learning +1

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