The constrained Ski-Rental problem and its application to online cloud cost optimization.
Ali KhanaferMurali S. KodialamKrishna P. N. PuttaswamyPublished in: INFOCOM (2013)
Keyphrases
- concave convex procedure
- online learning
- optimization algorithm
- data center
- online environment
- global optimization
- cloud computing
- neural network
- saddle point
- optimization method
- stochastic gradient
- data sets
- optimization problems
- query plan
- multiple objectives
- genetic algorithm
- execution plan
- lower cost
- discrete optimization
- constrained optimization
- total cost
- cost function
- cost effective
- semi supervised