Combinatorial Auction Algorithm Selection for Cloud Resource Allocation Using Machine Learning.
Diana GuduMarcus HardtAchim StreitPublished in: Euro-Par (2018)
Keyphrases
- resource allocation
- combinatorial auctions
- machine learning
- learning algorithm
- computational complexity
- optimal resource allocation
- winner determination
- resource management
- benchmark problems
- simulated annealing
- dynamic programming
- optimal solution
- upper bound
- np hard
- special case
- lower bound
- bidding strategies
- set covering
- objective function