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Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem.
Xuting Liu
Behnaz Arzani
Siva Kesava Reddy Kakarla
Liangyu Zhao
Vincent Liu
Miguel Castro
Srikanth Kandula
Luke Marshall
Published in:
SIGCOMM (2024)
Keyphrases
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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