Take it to the limit: peak prediction-driven resource overcommitment in datacenters.
Noman BashirNan DengKrzysztof RzadcaDavid E. IrwinSree KodakRohit JnagalPublished in: EuroSys (2021)
Keyphrases
- prediction accuracy
- resource allocation
- multiresolution
- learning algorithm
- artificial intelligence
- prediction algorithm
- web resources
- search algorithm
- prediction model
- long term
- high prediction accuracy
- resource usage
- resource constraints
- resource management
- hidden markov models
- data sets
- evolutionary algorithm
- case study
- website
- feature selection
- information systems
- databases