Optimization of computer networks : modeling and algorithms : a hands-on approach /

Optimization of computer networks : modeling and algorithms : a hands-on approach /

This book covers the design and optimization of computer networks applying a rigorous optimization methodology, applicable to any network technology. It is organized into two parts. In Part 1 the reader will learn how to model network problems appearing in computer networks as optimization programs,...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Marino, Pablo Pavon (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex, United Kingdom : John Wiley & Sons, Inc., [2016]
Temas:
Network performance (Telecommunication) > Mathematical models.
Computer networks > Mathematical models.
Computer algorithms.
Algorithms.
Performance des réseaux (Télécommunications) > Modèles mathématiques.
Réseaux d'ordinateurs > Modèles mathématiques.
Algorithmes.
algorithms.
COMPUTERS > Computer Literacy.
COMPUTERS > Computer Science.
COMPUTERS > Data Processing.
COMPUTERS > Hardware > General.
COMPUTERS > Information Technology.
COMPUTERS > Machine Theory.
COMPUTERS > Reference.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Front Matter
  • Introduction
  • Modeling. Definitions and Notation
  • Performance Metrics in Networks
  • Routing Problems
  • Capacity Assignment Problems
  • Congestion Control Problems
  • Topology Design Problems
  • Algorithms. Gradient Algorithms in Network Design
  • Primal Gradient Algorithms
  • Dual Gradient Algorithms
  • Decomposition Techniques
  • Heuristic Algorithms
  • Appendix A: Convex Sets. Convex Functions
  • Appendix B: Mathematical Optimization Basics
  • Appendix C: Complexity Theory
  • Appendix D: Net2Plan
  • Index.

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