Adaptive bandwidth control for efficient aggregate QoS provisioning

The paper proposes an adaptive bandwidth control algorithm that efficiently provides an aggregate loss guarantee to resolve the problem of inefficient bandwidth allocation due to incomplete, inaccurate traffic descriptors supplied by users. Because the control attempts to allocate only just enough bandwidth to meet the QoS requirement, the amount of bandwidth saving compared to static allocation can be substantial. Another distinct advantage of our control algorithm is that no a priori information on the traffic characteristics of the aggregate is required. From the simulation study, the proposed control can maintain the packet loss QoS while attaining very high utilization, and is robust against different system configurations and controller parameters.

[1]  Ray Jain,et al.  The art of computer systems performance analysis - techniques for experimental design, measurement, simulation, and modeling , 1991, Wiley professional computing.

[2]  Hamid Ahmadi,et al.  Equivalent Capacity and Its Application to Bandwidth Allocation in High-Speed Networks , 1991, IEEE J. Sel. Areas Commun..

[3]  Link capacity allocation and network control by filtered input rate in high-speed networks , 1995, TNET.

[4]  Nick Duffield,et al.  Large deviations and overflow probabilities for the general single-server queue, with applications , 1995 .

[5]  Walter Willinger,et al.  Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level , 1997, TNET.

[6]  Ilkka Norros,et al.  On the Use of Fractional Brownian Motion in the Theory of Connectionless Networks , 1995, IEEE J. Sel. Areas Commun..

[7]  San-qi Li,et al.  Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM , 1995, IEEE J. Sel. Areas Commun..

[8]  Douglas S. Reeves,et al.  Dynamic resource allocation based on measured QoS , 1996 .

[9]  J. Walrand,et al.  DYNAMIC BANDWIDTH ALLOCATION FOR ATM SWITCHES , 1996 .

[10]  Douglas S. Reeves,et al.  On-line dynamic bandwidth allocation , 1997, Proceedings 1997 International Conference on Network Protocols.

[11]  Stephen Yurkovich,et al.  Fuzzy Control , 1997 .

[12]  Walter Willinger,et al.  Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level , 1997, TNET.

[13]  George D. Stamoulis,et al.  Application and evaluation of large deviation techniques for traffic engineering in broadband networks , 1998, SIGMETRICS '98/PERFORMANCE '98.

[14]  Abdelnaser Mohammad Adas Using adaptive linear prediction to support real-time VBR video under RCBR network service model , 1998, TNET.

[15]  George Kesidis,et al.  Bandwidth adjustments using online packet-level measurements , 1999, Optics East.

[16]  Walter Willinger,et al.  Self-Similar Network Traffic and Performance Evaluation , 2000 .

[17]  Zafer Sahinoglu,et al.  A novel adaptive bandwidth allocation: wavelet-decomposed signal energy approach , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[18]  José R. Gallardo,et al.  Dynamic resource management considering the real behavior of aggregate traffic , 2001, IEEE Trans. Multim..