A fast non-linear adaptive algorithm for video traffic prediction

Hong Zhao, Nirwan Ansari, Yun-Qing Shi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Scopus citations

Abstract

To guarantee quality of service (QoS), the requirements for video transmission such as delay and cell loss rate (CLR) are very stringent. These constraints are difficult to meet if high network utilization is desired. Dynamic bandwidth allocation is thus needed. Video traffic prediction can play an important role in dynamic bandwidth allocation and traffic management in high speed networks. We propose a fast convergent algorithm to predict the variation of I frames, based on which the bandwidth is assigned. The new algorithm can achieve fast convergence and small prediction error.

Original languageEnglish (US)
Title of host publicationProceedings - International Conference on Information Technology
Subtitle of host publicationCoding and Computing, ITCC 2002
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages54-58
Number of pages5
ISBN (Electronic)0769515061, 9780769515069
DOIs
StatePublished - Jan 1 2002
EventInternational Conference on Information Technology: Coding and Computing, ITCC 2002 - Las Vegas, United States
Duration: Apr 8 2002Apr 10 2002

Other

OtherInternational Conference on Information Technology: Coding and Computing, ITCC 2002
CountryUnited States
CityLas Vegas
Period4/8/024/10/02

All Science Journal Classification (ASJC) codes

  • Software
  • Information Systems
  • Electrical and Electronic Engineering

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