Mathematical Programming in Computer Network Design.

Abstract

In this thesis, the design of a distributed packet-switched computer network is addressed. This design is based on the Egyptian environments and the use of mathematical programming techniques. Two equally important problems are presented: Network Topology, and Dynamic allocation of file and program copies in such network. A cost-effective structure for such a network topology is presented. The general design problem is stated and decomposed into simpler subproblems (backbone and local access design). The available mathematical programming techniques are applied. The second important design problem also addressed is how to get the optimal dynamic file and program allocation in that developed network topology, when more than one copy is allowed in the system at any given time. The evolution of the system is represented as a finite state Markov process and Dynamic Programming is used to developing a general model. This model assigns the locations of the F/P copies dynamically to mimimize the response time and operating costs (storage and transmission). Originator supplied keywords include: Distributed Computer Network; Mathematical Programming; File and Program Allocation; Dynamic Programming. (Author).

Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1984
Accession Number
ADA152275

Entities

People

  • M. H. Khalifa

Organizations

  • Air Force Institute of Technology

Tags

DTIC Thesaurus Topics

  • Computer Networks
  • Computer Programming
  • Computers
  • Dynamic Programming
  • Markov Processes
  • Mathematical Programming
  • Network Topology
  • Networks
  • Topology

Fields of Study

  • Computer science

Readers

  • Computer Networking
  • Computer Science.
  • Operations Research

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms