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Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference.
Chunming Hu
Jin Ouyang
Shiqing Xue
Renyu Yang
Jianyong Zhu
Tianyu Wo
Jie Xu
Published in:
SoCC (2019)
Keyphrases
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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