Scheduling of Streaming Data Processing with Overload of Resources using Genetic Algorithm.
Mikhail MelnikDenis A. NasonovNikolay ButakovPublished in: IJCCI (2018)
Keyphrases
- data processing
- genetic algorithm
- resource allocation
- resource constraints
- allocate resources
- stream processing
- resource utilization
- computational grids
- scheduling problem
- resource consumption
- scheduling algorithm
- resource requirements
- data analysis
- multi objective
- data management
- job shop scheduling problem
- resource management
- limited resources
- data acquisition
- grid environment
- evolutionary algorithm
- grid resource
- round robin
- resource allocation and scheduling
- web resources
- fitness function
- response time
- video streaming
- genetic algorithm ga
- data streams
- resource scheduling
- scarce resources
- real time
- fuzzy logic
- objective function
- data sets