4 code implementations • 23 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.
no code implementations • 31 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.