Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference.
Chunming HuJin OuyangShiqing XueRenyu YangJianyong ZhuTianyu WoJie XuPublished in: SoCC (2019)
Keyphrases
- maximum likelihood
- agent systems
- prediction model
- multiagent systems
- resource management
- mobile agents
- probabilistic inference
- resource usage
- database
- agent architecture
- software agents
- prediction error
- autonomous agents
- multi agent systems
- multi agent
- resource allocation
- multiple agents
- location information
- distributed systems
- bayesian inference
- prediction accuracy
- dynamic bayesian networks
- coordination mechanism
- decision making
- location prediction
- data warehouse
- inference process
- pedagogical agents
- agent model
- intelligent agents
- response time
- resource constraints
- agent receives
- decision theoretic