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OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model.
Zheng Wang
Yuke Wang
Boyuan Feng
Guyue Huang
Dheevatsa Mudigere
Bharath Muthiah
Ang Li
Yufei Ding
Published in:
USENIX ATC (2024)
Keyphrases
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computational model
high level
theoretical analysis
formal model
cost function
probabilistic model
neural network
information retrieval
objective function
digital images
em algorithm
theoretical framework
mathematical model