Scheduling Stochastic Multi-Stage Jobs to Elastic Hybrid Cloud Resources.
Jie ZhuXiaoping LiRubén RuizXiaolong XuPublished in: IEEE Trans. Parallel Distributed Syst. (2018)
Keyphrases
- multistage
- computational grids
- stochastic programming
- stochastic optimization
- resource constraints
- parallel machines
- scheduling problem
- job scheduling
- resource allocation
- scheduling decisions
- assembly systems
- unrelated parallel machines
- release dates
- processing times
- identical parallel machines
- lot sizing
- identical machines
- scheduling algorithm
- resource consumption
- minimize total
- single stage
- grid environment
- production system
- precedence constraints
- optimal scheduling
- dynamic programming
- resource utilization
- open shop
- flowshop
- resource management
- batch processing
- release times
- optimal policy
- cloud computing
- wafer fabrication
- grid computing
- single machine
- deteriorating jobs
- attack detection
- scheduling strategy
- scheduling policies
- production scheduling
- lot streaming
- single machine scheduling problem
- production line
- sufficient conditions
- special case
- search algorithm
- machine learning