Auto-Scaling in Data Stream Processing Applications: A Model-Based Reinforcement Learning Approach.
Valeria CardelliniFrancesco Lo PrestiMatteo NardelliGabriele Russo RussoPublished in: InfQ@VALUETOOLS (2017)
Keyphrases
- model based reinforcement learning
- data stream processing
- data flow
- data streams
- stream processing
- markov decision processes
- reinforcement learning
- machine learning
- sliding window
- data processing
- data sets
- continuous queries
- state space
- database systems
- query optimization
- first order logic
- optimal policy
- relational domains