3Sigma: distribution-based cluster scheduling for runtime uncertainty.
Jun Woo ParkAlexey TumanovAngela H. JiangMichael A. KozuchGregory R. GangerPublished in: EuroSys (2018)
Keyphrases
- scheduling problem
- probability distribution
- clustering algorithm
- scheduling algorithm
- uncertain data
- decision theory
- spatial distribution
- data clustering
- random variables
- data points
- confidence intervals
- uniformly distributed
- robust optimization
- incomplete information
- hierarchical clustering
- resource allocation
- processing times
- markov chain
- resource constraints
- power law
- resource consumption
- flexible manufacturing systems