Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents.
Qizheng ZhangAli ImranEnkeleda BardhiTushar SwamyNathan ZhangMuhammad ShahbazKunle OlukotunPublished in: OSDI (2024)
Keyphrases
- online learning
- multi agent
- multi agent systems
- network topologies
- exchange information
- active learning
- multiple agents
- autonomous agents
- maximum likelihood
- communication links
- decision making
- software agents
- complex systems
- intelligent agents
- peer to peer
- probabilistic model
- dynamic environments
- multiagent systems
- communication channels
- wireless sensor networks
- learning process
- cooperative
- e learning