A mathematical programming approach for resource allocation of data analysis workflows on heterogeneous clusters.
Somayeh MohammadiLatif PourkarimiFelix DroopNinon De MecquenemUlf LeserKnut ReinertPublished in: J. Supercomput. (2023)
Keyphrases
- resource allocation
- mathematical programming
- data analysis
- cluster analysis
- linear programming
- grid environment
- resource allocation problems
- combinatorial optimization
- resource management
- queueing theory
- optimization approaches
- optimal resource allocation
- resource allocation decisions
- combinatorial auctions
- mixed integer linear
- machine learning
- dynamic resource allocation
- allocation problems
- allocate resources
- robust optimization
- distributed resource allocation
- allocation strategies
- scarce resources
- resource usage
- stationary points
- resource allocation and scheduling
- game theory
- capacity expansion
- business processes
- grid computing