The Effect of Correlated Service and Inter-arrival Times on System Performance

被引:0
|
作者
Hwang, Gang Uk [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Div Appl Math, Taejon 305701, South Korea
关键词
Performance analysis; Correlated queueing system; Unfinished work; PH-type distribution; Communication system;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In communication networks where communication nodes are connected with finite capacity transmission links, the packet inter-arrival times are strongly correlated with the packet length and the link capacity (or the packet service time). Such correlation affects the system performance significantly, but little attention has been paid to this issue. In this paper, we propose a mathematical framework to study the impact of the correlation between the packet service times and the packet inter-arrival times on system performance. With our mathematical model, we analyze the system performance, e.g., the unfinished work of the system, and show that the correlation affects the system performance significantly. Some numerical examples are also provided.
引用
收藏
页码:50 / 55
页数:6
相关论文
共 50 条
  • [31] Performance evaluation of a transportation-type bulk queue with generally distributed inter-arrival times
    Schwarz, Justus Arne
    Epp, Martin
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2016, 54 (20) : 6251 - 6264
  • [32] On the Moments of the Aggregate Discounted Claims with Dependence Between Inter-Arrival Times
    Marri, Fouad
    Adekambi, Franck
    [J]. MARKOV PROCESSES AND RELATED FIELDS, 2019, 25 (01) : 149 - 169
  • [33] Neural network-based methodology for inter-arrival times of earthquakes
    Kamatchi, P.
    Rao, K. Balaji
    Iyer, Nagesh R.
    Arunachalam, S.
    [J]. NATURAL HAZARDS, 2012, 64 (02) : 1291 - 1303
  • [34] Statistical Properties of Inter-arrival Times Distribution in Social Tagging Systems
    Capocci, Andrea
    Baldassarri, Andrea
    Servedio, Vito D. P.
    Loreto, Vittorio
    [J]. 20TH ACM CONFERENCE ON HYPERTEXT AND HYPERMEDIA (HYPERTEXT 2009), 2009, : 239 - 244
  • [35] The use of packet inter-arrival times for investigating unsolicited Internet traffic
    Zimmermann, J
    Clark, A
    Mohay, G
    Pouget, F
    Dacier, M
    [J]. FIRST INTERNATIONAL WORKSHOP ON SYSTEMATIC APPROACHES TO DIGITAL FORENSIC ENGINEERING, PROCEEDINGS, 2005, : 89 - 104
  • [36] USING INTER-ARRIVAL TIMES FOR SCHEDULING IN NON-OBSERVABLE QUEUES
    Konovalov, Mikhail
    Razumchik, Rostislav
    [J]. PROCEEDINGS - 31ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2017, 2017, : 667 - 672
  • [37] Synchronisation of inter-arrival times in manufacturing systems with main and side loops
    ElMaraghy, H. A.
    Manns, M.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2009, 47 (07) : 1931 - 1954
  • [38] Neural network-based methodology for inter-arrival times of earthquakes
    P. Kamatchi
    K. Balaji Rao
    Nagesh R. Iyer
    S. Arunachalam
    [J]. Natural Hazards, 2012, 64 : 1291 - 1303
  • [39] Automated Identification of BBR Traffic based on Packet Inter-Arrival Times Analysis
    Tlaiss, Ziad
    Ferrieux, Alexandre
    Amigo, Isabel
    Hamchaoui, Isabelle
    Vaton, Sandrine
    [J]. 2023 35TH INTERNATIONAL TELETRAFFIC CONGRESS, ITC-35, 2023,
  • [40] Statistical inference for inter-arrival times of extreme events in bursty time series
    Hees, Katharina
    Nayak, Smarak
    Straka, Peter
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 155