Cost optimization for deadline-aware scheduling of big-data processing jobs on clouds.
Wei ZhengYingsheng QinBugingo EmmanuelDongzhan ZhangJinjun ChenPublished in: Future Gener. Comput. Syst. (2018)
Keyphrases
- big data
- cloud computing
- high volume
- data processing
- scheduling algorithm
- batch processing
- scheduling decisions
- data intensive
- data intensive computing
- query plan
- parallel machines
- identical machines
- business intelligence
- data management
- identical parallel machines
- data analysis
- processing times
- information processing
- social media
- vast amounts of data
- scheduling problem
- unstructured data
- release dates
- resource constraints
- big data analytics
- scheduling policies
- minimize total
- computational grids
- wafer fabrication
- precedence constraints
- massive data
- response time
- database systems
- massive datasets
- flowshop
- single machine
- data warehousing
- information systems
- commodity hardware
- data sets