Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference.
Jianyong ZhuRenyu YangChunming HuTianyu WoShiqing XueJin OuyangJie XuPublished in: SoCC (2019)
Keyphrases
- prediction accuracy
- maximum likelihood
- multi agent
- multi agent systems
- intelligent agents
- prediction model
- response time
- decision making
- decision theoretic
- multiagent systems
- prediction algorithm
- resource usage
- agent model
- inference process
- multiple agents
- location prediction
- prediction error
- agent receives
- resource management
- autonomous agents
- resource allocation
- bayesian networks
- belief networks
- web resources
- agent architecture
- agent technology
- interface agent
- bayesian inference
- agent systems
- database
- disk space
- cooperative
- resource consumption
- probabilistic model
- dynamic environments
- agent oriented
- software agents
- location information
- probabilistic inference