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A Fast Non-linear Adaptive Algorithm for Video Traffic Prediction Hong Zhao, Nirwan Ansari and Yun Q. Shi
 

Summary: A Fast Non-linear Adaptive Algorithm for Video Traffic Prediction
Hong Zhao, Nirwan Ansari and Yun Q. Shi
Advanced Networking laboratory
Department of Electrical and Computer Engineering
New Jersey Institute of Technology
University Heights
Newark, NJ, 07102, USA
Email: nirwan.ansari@njit.edu
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. In this paper, 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

  

Source: Ansari, Nirwan - Department of Electrical and Computer Engineering, New Jersey Institute of Technology

 

Collections: Engineering