TATA: Throughput-Aware TAsk Placement in Heterogeneous Stream Processing with Deep Reinforcement Learning.
Xiao HuangYu JiangHao FanHuayun TangYiping WangJin JinHai WanXibin ZhaoPublished in: ISPA/BDCloud/SocialCom/SustainCom (2021)
Keyphrases
- stream processing
- reinforcement learning
- low latency
- continuous queries
- data streams
- response time
- query execution
- data processing
- complex event processing
- stream processing systems
- complex events
- streaming data
- query processing
- machine learning
- stream data
- sliding window
- data flow
- query optimization
- learning algorithm
- event processing
- databases