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muli edited this page Dec 30, 2014 · 4 revisions

Parameter Server Documents

Primary concepts

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

How to use

  • Setup
  • Linear methods such as sparse logistic regression
  • Deep neural network

Development

  • Class organization
  • Workflow

Further reading

  • OSDI’14 paper (pdf)
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