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Network Utility Maximization.pdf

PalomarChiang_TransAC2007_distributed_algorithms.pdf
Preview of Network Utility Maximization
🔗 Source: palomar.home.ece.ust.hk
📊 Size: 1.01 MB
📄 Pages: 16 pages
⬇️ Downloads: 129

Summary

Network utility maximization (NUM) problems can be solved using alternative distributed algorithms, each with different tradeoffs among convergence speed, message passing, and distributed computation architecture. A systematic framework is presented to exploit alternative decomposition structures, including primal decomposition, auxiliary variables, and multilevel decompositions. Applications include resource-constrained and direct-control rate allocation, and rate allocation among QoS classes with multipath routing. The framework provides a unifying view and rigorous methodology to study performance and architectural issues in protocol layering, enabling the design of complex systems to be broken down into simpler modules and explicitly trade off design objectives.

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Description

Network utility maximization (NUM) problems can be solved using alternative distributed algorithms, each with different tradeoffs among convergence speed,...

Technical Information

  • File Format: PDF
  • File Size: 1.01 MB
  • Pages: 16
  • Language: EN
  • Total Downloads: 129
  • Last Updated: 3 weeks ago

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