Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds.
Kefeng DengJunqiang SongKaijun RenAlexandru IosupPublished in: SC (2013)
Keyphrases
- long term
- cloud computing
- short term
- computational grids
- scheduling problem
- scheduling algorithm
- data management
- scientific workflows
- scientific data
- concurrent execution
- decision making
- database systems
- service providers
- data mining
- resource constraints
- data center
- execution model
- flexible manufacturing systems
- portfolio management
- scientific disciplines
- access patterns
- portfolio optimization
- round robin
- deadlock free
- online transaction processing
- resource consumption
- transaction processing
- artificial intelligence
- query processing
- data processing
- resource allocation
- computer systems
- real time
- information systems
- market data
- timing constraints
- scientific knowledge
- distributed databases
- data access
- scientific discovery
- business models
- portfolio selection
- data flow
- parallel machines
- science learning