Stochastic Networks
Stochastic Networks
Authors:
Published:
April 2014
Availability:
Available
Format:
Paperback
ISBN:
9781107691704
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- Author team includes Frank Kelly, a pioneer in the field of stochastic networks
- Self-contained appendices contain discussion of relevant mathematical techniques, such as Lagrange multipliers
- Derived from a graduate-level course taught at the University of Cambridge
Product details
April 2014Paperback
9781107691704
231 pages
228 × 152 × 12 mm
0.39kg
60 b/w illus. 80 exercises
Available
Table of Contents
- Overview
- Part I:
- 1. Markov chains
- 2. Queueing networks
- 3. Loss networks
- Part II:
- 4. Decentralized optimization
- 5. Random access networks
- 6. Effective bandwidth
- Part III:
- 7. Internet congestion control
- 8. Flow level internet models
- Appendix A. Continuous time Markov processes
- Appendix B. Little's law
- Appendix C. Lagrange multipliers
- Appendix D. Foster-Lyapunov criteria
- References
- Index.
