Addressing Skewness in Iterative ML Jobs with Parameter Partition.
Shaoqi WangWei ChenXiaobo ZhouSang-Yoon ChangMike JiPublished in: INFOCOM (2019)
Keyphrases
- maximum likelihood
- processing times
- job scheduling
- neural network
- parameter values
- identical machines
- standard deviation
- parallel machines
- parameter tuning
- optimal scheduling
- partitioning algorithm
- single machine scheduling problem
- iterative process
- input parameters
- parameter settings
- data driven
- k means
- learning algorithm