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Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce.
Xupeng Miao
Xiaonan Nie
Yingxia Shao
Zhi Yang
Jiawei Jiang
Lingxiao Ma
Bin Cui
Published in:
SIGMOD Conference (2021)
Keyphrases
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machine learning
supervised learning
distributed environment
training set
machine learning methods
pattern recognition
learning algorithm
decision trees
test set
machine learning algorithms
peer to peer
distributed systems
knowledge acquisition
training process
computational intelligence
information extraction
cooperative
multi agent
support vector machine
inductive learning
feature selection
databases
training examples
artificial intelligence
training algorithm
training phase
computing environments
learning problems
explanation based learning
distributed data
heterogeneous data
deep learning
semantically heterogeneous
inductive logic programming
fault tolerant
object detection
learning tasks
mobile agents
learning systems
data analysis
text classification
active learning
text mining