Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms.
Joshua ComdenSijie YaoNiangjun ChenHaipeng XingZhenhua LiuPublished in: Proc. ACM Meas. Anal. Comput. Syst. (2019)
Keyphrases
- optimization problems
- data structure
- optimization methods
- combinatorial optimization
- computational efficiency
- data sets
- recently developed
- times faster
- theoretical analysis
- genetic algorithm
- computational complexity
- objective function
- bayesian networks
- machine learning algorithms
- orders of magnitude
- website
- learning algorithm
- data mining
- efficient implementation
- real time
- optimization process
- evolution strategy
- optimization criteria