Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization.
Xingyou SongSagi PerelChansoo LeeGreg KochanskiDaniel GolovinPublished in: AutoML (2022)
Keyphrases
- open source
- source code
- open source software
- application programming interface
- highly distributed
- computing environments
- lightweight
- optimization algorithm
- map reduce
- cooperative
- distributed storage
- distributed systems
- distributed environment
- loosely coupled
- optimization method
- global optimization
- optimization process
- distributed computation
- distributed data
- cross platform
- cost effective
- optimization problems
- grid technology
- multi agent
- distributed computing environment
- case study
- code snippets
- application server
- resource sharing
- computing platform
- information exchange
- computer networks
- sensor networks
- multi agent systems
- high level