Overcommitment in Cloud Services: Bin Packing with Chance Constraints.
Maxime C. CohenPhilipp W. KellerVahab S. MirrokniMorteza ZadimoghaddamPublished in: Manag. Sci. (2019)
Keyphrases
- bin packing
- cloud services
- chance constraints
- chance constrained
- cloud computing
- computing resources
- robust optimization
- service providers
- virtual machine
- mobile services
- stochastic programming
- search tree
- data center
- packing problem
- state space
- reinforcement learning
- resource management
- limited resources
- user experience
- evolutionary algorithm
- search algorithm