Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud.
Anna PavlenkoJoyce CahoonYiwen ZhuBrian KrothMichael NelsonAndrew CarterDavid LiaoTravis WrightJesús Camacho-RodríguezKarla SaurPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- optimal solution
- single pass
- segmentation algorithm
- dynamic programming
- learning algorithm
- improved algorithm
- matching algorithm
- detection algorithm
- optimization algorithm
- linear programming
- computational cost
- simulated annealing
- computational complexity
- cost function
- cloud computing
- times faster
- k means
- theoretical analysis
- experimental evaluation
- image compression
- particle swarm optimization
- data management
- video sequences
- significant improvement
- end users
- evolutionary algorithm
- tree structure
- association rules
- probabilistic model
- preprocessing
- np hard