An online algorithm for scheduling big data analysis jobs in cloud environments.
Youyou KangLi PanShijun LiuPublished in: Knowl. Based Syst. (2022)
Keyphrases
- scheduling strategy
- data analysis
- cost function
- detection algorithm
- learning algorithm
- computational cost
- search space
- matching algorithm
- objective function
- optimal scheduling
- segmentation algorithm
- online learning
- worst case
- dynamic programming
- clustering method
- k means
- preprocessing
- probabilistic model
- scheduling problem
- computational complexity
- simulated annealing
- similarity measure
- genetic algorithm
- scheduling policies
- big data
- round robin
- passive aggressive
- data mining
- optimization algorithm
- expectation maximization
- np hard
- search algorithm
- optimal solution
- machine learning