Analysis of the increase and decrease algorithms for congestion avoidance in computer networks
Computer Networks and ISDN Systems
Bandwidth allocation algorithms for packet video in ATM networks
Computer Networks and ISDN Systems
Analysis, modeling and generation of self-similar VBR video traffic
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
An adaptive congestion control scheme for real time packet video transport
IEEE/ACM Transactions on Networking (TON)
What are the implications of long-range dependence for VBR-video traffic engineering?
IEEE/ACM Transactions on Networking (TON)
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
On the relevance of long-range dependence in network traffic
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Adaptive VBR video traffic management for higher utilization of ATM networks
ACM SIGCOMM Computer Communication Review
A VLSI ATM Switch Architecture for VBR Traffic
VLSID '98 Proceedings of the Eleventh International Conference on VLSI Design: VLSI for Signal Processing
On resource management and QoS guarantees for long range dependent traffic
INFOCOM '95 Proceedings of the Fourteenth Annual Joint Conference of the IEEE Computer and Communication Societies (Vol. 2)-Volume - Volume 2
A bandwidth allocation protocol for MPEG VBR traffic in ATM networks
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 3
Supporting real time VBR video using dynamic reservation based on linear prediction
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 3
Models for packet switching of variable-bit-rate video sources
IEEE Journal on Selected Areas in Communications
Real-time scheduling with quality of service constraints
IEEE Journal on Selected Areas in Communications
Predictive dynamic bandwidth allocation for efficient transport of real-time VBR video over ATM
IEEE Journal on Selected Areas in Communications
Short-term MPEG-4 video traffic prediction using ANFIS
International Journal of Network Management
Dynamic bandwidth allocation based on online traffic prediction for real-time MPEG-4 video streams
EURASIP Journal on Applied Signal Processing
Predictive and measurement-based dynamic resource management and QoS control for videos
Computer Communications
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The efficient transportation of real-time Variable Bit Rate (VBR) video traffic in the high-speed networks has been an area of active research. An important issue is the simplicity with which the bandwidth allocation and scheduling schemes can be executed online with real-time constraints in the future high-speed networks. The correlation properties of the VBR video traffic make the predictor-based online traffic adaptation techniques attractive. We developed a novel predictor-based dynamic bandwidth allocation (PDBA) scheme for short-term resource management and studied its queuing performance. In order to reduce the effects of the prediction errors on the queuing system and hence the underutilization of reserved bandwidth, a novel short-term controller (STC) that works at the cell-level has been introduced and the system has been called the PDBA-STC system. This online VBR video traffic prediction-based traffic management scheme has low complexity and is suitable for implementation in high-speed networks Ranganathan et al. [N. Ranganathan, R. Anand, G. Chiruvolu, A VLSI ATM architecture for VBR traffic, Proc. IEEE International Conference on VLSI Design, 1998, pp. 420-427] and has been demonstrated to provide better performance than other existing simple schemes. This paper also investigates the predictability of VBR video traffic that exhibits long-range dependence (LRD) based on a fractional ARIMA (1,d,0) model. The short-range dependent (SRD) Auto Regressive (AR) model for prediction of VBR video traffic has also been considered for evaluation of the proposed dynamic bandwidth allocation scheme and the performance has been compared to that of LRD-based prediction. Finally, a summary and future research have been discussed.