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FuncPipe: A Pipelined Serverless Framework for Fast and Cost-Efficient Training of Deep Learning Models.
Yunzhuo Liu
Bo Jiang
Tian Guo
Zimeng Huang
Wenhao Ma
Xinbing Wang
Chenghu Zhou
Published in:
Proc. ACM Meas. Anal. Comput. Syst. (2021)
Keyphrases
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natural language
learning models
cost efficient
machine learning
sparse metric learning
training set
machine learning algorithms
data mining
learning tasks
decision trees
neural network
classification accuracy
semi supervised learning
probabilistic model
loss function
recommender systems
reinforcement learning