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cmu-db / ottertune

The automatic DBMS configuration tool
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Implement DS-DPPG (QTune algorithm) #412

Closed mikefarmer01 closed 4 years ago

mikefarmer01 commented 4 years ago

Hey guys,

I see you implemented the DPPG algorithm, that's nice. Have you checked out QTune yet? In Guoliang Li et. al.'s paper "QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning - ), they suggest an algorithm they call dual-state DPPG, which they show to have further latency and throughput improvements over CDBTune (DPPG).

Have you thought about implementing this algorithm?

Link to the paper: https://doi.org/10.14778/3352063.3352129

bohanjason commented 4 years ago

It's not on our road map yet.