Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem.
Xuting LiuBehnaz ArzaniSiva Kesava Reddy KakarlaLiangyu ZhaoVincent LiuMiguel CastroSrikanth KandulaLuke MarshallPublished in: SIGCOMM (2024)
Keyphrases
- machine learning
- communication systems
- artificial intelligence
- computer vision
- communication networks
- neural network
- collective intelligence
- machine learning methods
- information sharing
- learning systems
- semi supervised learning
- pattern recognition
- decision trees
- data mining
- inductive learning
- inductive logic programming
- learning problems
- communication channels
- learning algorithm
- reinforcement learning
- communication technologies
- text classification
- computational intelligence
- text mining
- information extraction
- resource constrained
- database
- machine learning approaches
- communication protocols
- communication cost
- information retrieval
- learning tasks
- machine learning algorithms
- knowledge acquisition
- supervised learning