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ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table.
Huifeng Guo
Wei Guo
Yong Gao
Ruiming Tang
Xiuqiang He
Wenzhi Liu
Published in:
CoRR (2021)
Keyphrases
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probabilistic model
prior knowledge
distributed systems
database
database systems
hidden markov models
statistical models
neural network
social networks
cooperative
feature space
lightweight
parameter estimation
structured prediction