|
ABSTRACT
Compressed video traffic is expected to be a significant component of the traffic mix in integrated services networks. This traffic is hard to manage, since it has strict delay and loss requirements, but at the same time, exhibits burstiness at multiple time-scales. In this paper, we observe that slow time-scale variations can cause sustained peaks in the source rate, substantially degrading performance. We use large deviation theory to study this problem and to motivate the design of Renegotiated Constant Bit Rate Service (RCBR), that adds renegotiation and buffer monitoring to traditional CBR service. We argue the the load placed on signalling by RCBR can be handled by current technology. We present a) an algorithm to compute the optimal renegotiation schedule for stored (off-line) traffic, and b) a heuristic to approximate the optimal schedule for online traffic. Simulation experiments show that RCBR is able to extract almost all of the statistical multiplexing gain available by exploiting slow time-scale variations in traffic. In more general terms, we believe that a clean system design must match control time-scales to the time scales over which the workload varies. RCBR works well because it makes intelligent use of this time-scale separation.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
ITU-T Draft Standard Q.2963. Preliminary Draft, ITU- T, 1995.
|
| |
2
|
D.D. Botvich and N.G. Duffield. Large Deviations, the Shape of the Loss Curve, and Economies of Scale in Large Multiplexers. Preprint.
|
| |
3
|
|
| |
4
|
S. Chong, S.Q. Li, and J. Ghosh. Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real- Time VBR Video over ATM. IEEE Journal on Selected Areas of Communications, 13:12-23, January 1995.
|
| |
5
|
G. de Veciana and J. Walrand. Traffic Shaping for ATM Networks: Asymptotic Analysis and Simulations. submitted to iEEE/A CM Transactions on Networking, 1992.
|
| |
6
|
A. Dembo and O. Zeitouni. Large Deviation Techniques and Applications. Jones and Bartlett Publishers, 1992.
|
| |
7
|
B. Doshi and S. Dravida. Congestion Controls for Bursty Data Traffic in Wide Area High Speed Networks: In-Call Negotiations. Proc. {TC Specialist Seminar 7, Mormstown, N J, 1990.
|
| |
8
|
|
| |
9
|
|
| |
10
|
A.I. Elwalid, D. Heyman, T.V. Lakshman, D. Mitra, and A. Weiss. Fundamental Bounds and Approximations for ATM Multiplexers with Applications to Video Teleconferencing. to appear in }EEE JSA C, special issue on Advances in the Fundamentals of Networking, 1995.
|
| |
11
|
|
 |
12
|
Mark W. Garrett , Walter Willinger, Analysis, modeling and generation of self-similar VBR video traffic, Proceedings of the conference on Communications architectures, protocols and applications, p.269-280, August 31-September 02, 1994, London, United Kingdom
|
| |
13
|
|
| |
14
|
G.C. Goodwin and K.S. Sin. Adaptive Filtering Prediction and Uontrol. Prentice Hall, 1984.
|
| |
15
|
I. Hsu and J. Walrand. Quick Detection of Changes in Traffic Statistics: Application to Variable Rate Compression. In Proceedings of the 3~nd Allerton Conference or, Communications, Control and Computing, Monticello, IL, 1993.
|
| |
16
|
J.Y. Hut. Resource Allocation for Broadband Networks. IEEE Journal on Selected Areas in Communications, 6(9), December 1988.
|
 |
17
|
Hemant Kanakia , Partho P. Mishra , Amy Reibman, An adaptive congestion control scheme for real-time packet video transport, Conference proceedings on Communications architectures, protocols and applications, p.20-31, September 13-17, 1993, San Francisco, California, United States
|
| |
18
|
|
| |
19
|
M. Nomura, T. Fujii, and N. Ohta. Basic Characteristics of Variable Rate Video Coding in ATM Environment. IEEE Journal or, Selected Areas of Communications, 7(5), June 1989.
|
| |
20
|
E. P. Rathgeb. Modeling and Performance Comparison of Policing Mechanisms for ATM Network. IEEE Journal on Selected Areas In Communzcations, 9(3):325- 334, April 1991.
|
| |
21
|
E. P. Rathgeb. Policing of Realistic VBR Video Traffic in an ATM Network. International Journal of Digital and Analog Uommun~cations Systems, 6:213-226, 1993.
|
| |
22
|
|
| |
23
|
P. Sen, B. Maglaris, N. Ritdi, and D. Anastassiou. Models for Packet Switching of Variable-Bit-Rate Video Sources. IEEE Journal on Selected Areas of Communications, 7(5), June 1989.
|
| |
24
|
D. Tse, R. Gallager, and J. Tsitsiklis. Statistical Multiplexing of Multiple Time-Scale Markov Streams. to appear in IEEE JSA U, special issue on Advances in the Fundamentals of Networking, 1995.
|
| |
25
|
J.S. Turner. Managing Bandwidth in ATM Networks with Bursty Traffic. IEEE Network Magazine, September 1992.
|
| |
26
|
|
| |
27
|
A. Weiss. A New Technique for Analyzing Large Traffic Systems. Advances in Applied Probability, 18:506-532, 1986.
|
| |
28
|
|
| |
29
|
|
CITED BY 31
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Charles R. Kalmanek , Srinivasan Keshav , William T. Marshall , Samuel P. Morgan , Robert C. Restrick, III, Xunet 2: lessons from an early wide-area ATM testbed, IEEE/ACM Transactions on Networking (TON), v.5 n.1, p.40-55, Feb. 1997
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|