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Parameter Server Documents

Primary concepts

• The parameter server architecture (Arch)
• Shared parameters
• Flexible consistency models
• User-defined filters

How to use

• Setup
• Linear methods (sparse logistic regression, …)
• Deep neural network (deep convolution neural network, …)

Development

• Class organization
• Data flow

Further reading

• OSDI’14 paper (pdf)