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Add graph dropout option to waterfilling #10

Description

@mcgalcode

Dropout (paring CNF graph to a small subgraph) can change the dynamics of waterfilling, and has the potential to substantially decrease the saddle-finding time. This is an R&D task to:

  • Design the dropout algorithm for the distributed waterfilling algorithm
  • Figure out necessary database schema changes (where is the list of dropped nodes stored)
  • Assess the performance characteristics of this approach on a simple system

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