Cocktail: A Multidimensional Optimization for Model Serving in Cloud.
Jashwant Raj GunasekaranCyan Subhra MishraPrashanth ThinakaranBikash SharmaMahmut Taylan KandemirChita R. DasPublished in: NSDI (2022)
Keyphrases
- mathematical model
- computational model
- theoretical framework
- optimization model
- high level
- statistical model
- parameter estimation
- optimization procedure
- formal model
- sensitivity analysis
- optimization method
- probabilistic model
- theoretical analysis
- prediction model
- conceptual model
- databases
- management system
- multi objective
- expert systems
- reinforcement learning
- similarity measure
- case study
- decision trees
- decision making
- social networks