ENTROPY OF ATM TRAFFIC STREAMS - A TOOL FOR ESTIMATING QOS PARAMETERS

被引：82

作者：

DUFFIELD, NG ^{[1
]}

LEWIS, JT ^{[1
]}

OCONNELL, N ^{[1
]}

RUSSELL, R ^{[1
]}

TOOMEY, F ^{[1
]}

机构：

[1] DUBLIN INST ADV STUDIES,SCH THEORET PHYS,DUBLIN 4,IRELAND

来源：

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS | 1995年 / 13卷 / 06期

关键词：

D O I：

10.1109/49.400654

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

For the purposes of estimating quality-of-service parameters, it is enough to know the large deviation rate-function of an ATM traffic stream; modeling procedures can be bypassed if we can estimate the rate-function directly, exploiting the analogy between the rate-function and thermodynamic entropy. We show that this proposal is soundly based on statistical sampling theory. Experiments on the Fairisle ATM network at the University of Cambridge have established that it is feasible to collect the required data in real time.

引用

页码：981 / 990

页数：10

共 15 条

[1]

[Anonymous], 1989, LARGE DEVIATIONS

[2]

AZENCOTT R, 1980, LECT NOTES MATH, P2

[3] LARGE DEVIATIONS OF THE SAMPLE MEAN IN GENERAL VECTOR-SPACES [J].

BAHADUR, RR ;

ZABELL, SL .

ANNALS OF PROBABILITY, 1979, 7 (04) :587-621

[4]

Billingsley P, 1968, CONVERGENCE PROBABIL

[5]

Callen, 1985, THERMODYNAMICS INTRO

[6]

COURCOUBETIS C, 1993, IN PRESS ADMISSION C

[7]

CRAMER H, 1938, ACTUAL SCI IND, V736, P23

[8]

CROSBY S, 1995, 12TH P UK TEL S WIND

[9]

DEVECIANA G, 1993, UCBERL M9350 U CAL M

[10]

DUFFIELD NG, IN PRESS LARGE DEVIA

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