Modeling the internet is fun!: but can you make a living?

ABSTRACT

This talk overviews some of the highlights and success stories in the mathematical modeling and analysis of the Internet (and other networks). We will begin with Kleinrock's seminal work on modeling store and forward networks and its extensions, and end with the successful development of fluid models for the current Internet. The rest of the talk will focus on lessons learned from these endeavors and how modeling and analysis can and will play a role in the development of new networks (e.g., wireless networks, application-level networks). Finally, we conclude that one can have fun modeling networks while at the same time make a living.

INDEX TERMS

Primary Classification:
  C. Computer Systems Organization
  C.2 COMPUTER-COMMUNICATION NETWORKS
      C.2.1 Network Architecture and Design
          Subjects: Packet-switching networks

Additional Classification:
  C. Computer Systems Organization
  C.2 COMPUTER-COMMUNICATION NETWORKS
      C.2.1 Network Architecture and Design
          Subjects: Network communications; Wireless communication; Store and forward networks

General Terms:
Design, Measurement, Performance

Keywords:
analysis, internet, modeling