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Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads.
Dingheng Mo
Fanchao Chen
Siqiang Luo
Caihua Shan
Published in:
Proc. ACM Manag. Data (2023)
Keyphrases
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reinforcement learning
learning process
learning algorithm
database systems
supervised learning
learning capabilities
databases
neural network
unsupervised learning
database
machine learning
model free
temporal difference learning
previously learned
policy search