A genetic algorithm for workload scheduling in cloud based e-learning.
Octavian MorariuCristina MorariuTheodor BorangiuPublished in: CloudCP@EuroSys (2012)
Keyphrases
- genetic algorithm
- e learning
- scheduling algorithm
- response time
- job shop scheduling problem
- scheduling problem
- simulated annealing
- cloud computing
- neural network
- learning objects
- fitness function
- learning environment
- scheduling policies
- resource constraints
- fuzzy logic
- higher education
- web browser
- learning materials
- multi objective optimization
- learning resources
- learning experience
- population size
- round robin
- learning process
- metaheuristic
- evolutionary algorithm
- knowledge management
- blended learning
- adaptive e learning
- job shop
- flexible manufacturing systems
- distance education
- learning management systems
- tabu search
- genetic programming
- particle swarm optimization
- ant colony optimization
- multi objective
- loosely coupled
- optimization method
- lower bound
- real time database systems
- website
- distance learning
- resource allocation