ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems.
Jinqing LianXinyi ZhangYingxia ShaoZenglin PuQingfeng XiangYawen LiBin CuiPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- data processing
- distributed systems
- computer systems
- management system
- real time
- intelligent systems
- stream processing
- optimization process
- optimization problems
- data management
- global optimization
- distributed object
- efficient optimization
- distributed computation
- mission critical
- distributed environment
- complex systems
- cloud computing
- expert systems
- cooperative
- multi agent
- maximum likelihood
- fault tolerant
- high speed
- fine tuning
- data streams
- data sets