Optimal approximation algorithm of virtual machine placement for data latency minimization in cloud systems.
Jian-Jhih KuoHsiu-Hsien YangMing-Jer TsaiPublished in: INFOCOM (2014)
Keyphrases
- virtual machine
- input data
- dynamic programming
- optimal solution
- data sets
- noisy data
- expectation maximization
- low latency
- data transfer
- learning algorithm
- computing resources
- data analysis
- objective function
- closed form
- computer systems
- worst case
- error tolerance
- database
- data processing
- data management
- information systems
- distributed systems
- approximation ratio
- constant factor
- cloud computing
- data structure
- hardware implementation
- parallel computing
- replacement policy
- data sources
- cloud computing environment