Most probable paths and performance formulae for buffers with Gaussian input traffic

被引:44
作者
Addie, R [1 ]
Mannersalo, P
Norros, I
机构
[1] Univ So Queensland, Toowoomba, Qld 4350, Australia
[2] VTT Informat Technol, FIN-02044 Espoo, Finland
来源
EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS | 2002年 / 13卷 / 03期
关键词
D O I
10.1002/ett.4460130303
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this paper, performance formulae for a queue serving Gaussian traffic are presented. The main technique employed is motivated by a general form of Schilder's theorem, the large deviation result for Gaussian processes. Most probable paths leading to a given buffer occupancy are identified. Special attention is given to the case where the sample paths of the Gaussian process are smooth. The performance approximations are compared with known analytical results or by means of simulation. The approximations appear to be surprisingly accurate.
引用
收藏
页码:183 / 196
页数:14
相关论文
共 20 条
[1]   Wavelet analysis of long-range-dependent traffic [J].
Abry, P ;
Veitch, D .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (01) :2-15
[2]  
Addie R, 1999, TELETRAF SCI ENG, V3, P1169
[3]   On weak convergence of long-range-dependent traffic processes [J].
Addie, RG .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1999, 80 (1-2) :155-171
[4]  
Adler R. J., 1990, LECT NOTES MONOGRAPH, V12
[5]   STOCHASTIC-THEORY OF A DATA-HANDLING SYSTEM WITH MULTIPLE SOURCES [J].
ANICK, D ;
MITRA, D ;
SONDHI, MM .
BELL SYSTEM TECHNICAL JOURNAL, 1982, 61 (08) :1871-1894
[6]  
[Anonymous], 1996, 242 COST
[7]  
[Anonymous], 1999, ADV PERFORM ANAL
[8]  
AZENCOTT R, 1980, LECT NOTES MATH, V774, P1
[9]   LARGE DEVIATIONS OF THE SAMPLE MEAN IN GENERAL VECTOR-SPACES [J].
BAHADUR, RR ;
ZABELL, SL .
ANNALS OF PROBABILITY, 1979, 7 (04) :587-621
[10]   A central-limit-theorem-based approach for analyzing queue behavior in high-speed networks [J].
Choe, J ;
Shroff, NB .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1998, 6 (05) :659-671