Optimal Admission Control for Tandem Queues With Loss

被引:17
|
作者
Zhang, Bo [1 ]
Ayhan, Hayriye [2 ]
机构
[1] IBM TJ Watson Res Ctr, Yorktown Hts, NY 10598 USA
[2] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
Admission control; dynamic programming; loss models; Markov decision processes; optimal control; tandem queues; MULTISERVER LOSS QUEUES; ACCESS-CONTROL;
D O I
10.1109/TAC.2012.2228036
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a two-station tandem queue loss model where customers arrive to station 1 according to a Poisson process. A gatekeeper who has complete knowledge of the number of customers at both stations decides to accept or reject each arrival. A cost c(1) is incurred if a customer is rejected, while if an admitted customer finds that station 2 is full at the time of his service completion at station 1, he leaves the system and a cost c(2) is incurred. Assuming exponential service times at both stations, an arbitrary but finite buffer size at station 1 and a buffer size of one at station 2, we show that the optimal admission control policy for minimizing the long-run average cost per unit time has a simple structure. Depending on the value of c(2) compared to a threshold value c(*), it is optimal to admit a customer at the time of his arrival either only if the system is empty or as long as there is space at station 1. We also provide the closed-form expression of c(*), which depends on the service rates at both stations, the arrival rate and c(1).
引用
收藏
页码:163 / 167
页数:5
相关论文
共 50 条
  • [41] Optimal importance sampling for Markovian systems with applications to tandem queues
    Kuruganti, I
    Strickland, S
    MATHEMATICS AND COMPUTERS IN SIMULATION, 1997, 44 (01) : 61 - 79
  • [42] Optimal control of queues in computer networks
    Hassan, M
    Sirisena, H
    2001 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-10, CONFERENCE RECORD, 2001, : 637 - 641
  • [43] ON QUEUES IN TANDEM
    MASTERSON, GE
    SHERMAN, S
    ANNALS OF MATHEMATICAL STATISTICS, 1960, 31 (01): : 239 - 239
  • [44] ON QUEUES IN TANDEM
    MASTERSON, GE
    SHERMAN, S
    ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (01): : 300 - &
  • [45] Tandem queue approximation of non-preemptive priority queues for capacity dimensioning and call admission control in an ATM switch
    Yokoyama, H
    Nakamura, H
    IEICE TRANSACTIONS ON COMMUNICATIONS, 1998, E81B (11) : 2072 - 2080
  • [46] OPTIMAL ADMISSION PRICING POLICIES FOR M-EK-1 QUEUES
    ANDERSON, MQ
    NAVAL RESEARCH LOGISTICS, 1980, 27 (01) : 57 - 64
  • [47] Fuzzy control of arrivals to tandem queues with two stations
    Institute of Information Systems, College of Economics and Business Administration, Northern Jaotong University, Beijing, 100044, China
    不详
    IEEE Trans Fuzzy Syst, 3 (361-367):
  • [48] Service Rate Control of Tandem Queues With Power Constraints
    Xia, Li
    Miller, Daniel
    Zhou, Zhengyuan
    Bambos, Nicholas
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (10) : 5111 - 5123
  • [49] Fuzzy control of arrivals to tandem queues with two stations
    Zhang, RT
    Phillis, YA
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (03) : 361 - 367
  • [50] Marginal productivity index policies for admission control and routing to parallel multi-server loss queues with reneging
    Nino-Mora, Jose
    Network Control and Optimization, Proceedings, 2007, 4465 : 138 - 149