Online cloud resource prediction via scalable window waveform sampling on classified workloads.
Xiaogang WangJian CaoDingyu YangZhen QinRajkumar BuyyaPublished in: Future Gener. Comput. Syst. (2021)
Keyphrases
- cloud computing environment
- online learning
- prediction accuracy
- cloud computing
- random sampling
- real time
- monte carlo
- prediction error
- prediction algorithm
- resource allocation
- resource management
- scalable video coding
- online environment
- computer systems
- sliding window
- sample size
- response time
- database systems
- social networks
- image formation
- predictive model
- sampling algorithm
- databases