AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks.
Han GaoZhengyu YangJanki BhimaniTeng WangJiayin WangBo ShengNingfang MiPublished in: ICCCN (2017)
Keyphrases
- resource allocation
- multistage
- big data
- cloud computing
- resource management
- resource allocation problems
- single stage
- data management
- data warehousing
- data analysis
- big data analytics
- business intelligence
- dynamic programming
- data processing
- information retrieval
- social media
- grid environment
- machine learning
- state space
- optimal policy
- knowledge discovery
- data model
- databases
- database