Machine Learning Approaches for Resource Allocation in the Cloud: Critical Reflections.
Akarsh MuraliNibir Nirjas DasShiv Shankar SukumaranK. ChandrasekaranChristina Terese JosephJohn Paul MartinPublished in: ICACCI (2018)
Keyphrases
- resource allocation
- machine learning approaches
- machine learning methods
- machine learning
- resource allocation problems
- cloud computing
- machine learning algorithms
- resource management
- resource allocation decisions
- resource requirements
- allocation problems
- optimal resource allocation
- machine learning models
- cloud computing environment
- data center
- allocate resources
- scarce resources
- combinatorial auctions
- market equilibrium
- allocation strategies
- dynamic resource allocation
- resource allocation and scheduling
- data mining methods
- decision trees