Towards a Balance Between Energy Savings and Quality of Service: a Finite-Buffer Queueing Model with a Controlled Machine Vacation

被引:0
作者
Kempa, Wojciech M. [1 ]
机构
[1] Silesian Tech Univ, Dept Math Applicat & Methods Artificial Intellige, Gliwice, Poland
来源
2024 25TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE, ICCC 2024 | 2024年
关键词
energy savings; quality of service; queue size; system monitoring; SINGLE VACATION; DEPARTURE PROCESS; SYSTEM; SERVER;
D O I
10.1109/ICCC62069.2024.10569602
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of energy savings is today a key challenge in the process of designing service systems and their control mechanisms. On the one hand, the aim is to make maximum use of the technical and operational capabilities of the service station. On the other hand, however, it requires periodic technical inspections and maintenances, which causes its temporary immobilization and suspension of the job (customer, packet, call, etc.) service process. In the paper, we propose a queueing model of service process with finite accumulation buffer capacity in which a mechanism of energy saving is implemented based on single vacation policy. Namely, each time when the system empties the service station begins a vacation period of random duration in which the service process is blocked to save the energy. During the vacation period the service station can be maintained but, in some cases, it also can process secondary jobs then. The vacation period, however, may be shortened if the number of jobs accumulated in the buffer is close to its maximum capacity. Such an approach allows to achieve a balance between energy savings and ensuring appropriate quality of service (minimizing the risk of job losses due to buffer overflow). The explicit-form analytic representation for the queue-size distribution in the considered system will be found using the approach based on the idea of embedded Markov chain and linear algebra. Numerical examples illustrating the impact on key system input parameters on the queue-size distribution will be attached, as well.
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页数:6
相关论文
共 17 条
  • [1] Cohen JW, 2012, SINGLE SERVER QUEUE
  • [2] Doshi B. T., 1986, Queueing Systems Theory and Applications, V1, P29, DOI 10.1007/BF01149327
  • [3] Performance analysis of DRX mechanism using batch arrival vacation queueing system withN-policy in LTE-A networks
    Gautam, Anupam
    Choudhury, Gautam
    Dharmaraja, S.
    [J]. ANNALS OF TELECOMMUNICATIONS, 2020, 75 (7-8) : 353 - 367
  • [4] The Graph Representation of Multivariant and Complex Processes for Production Scheduling
    Kalinowski, Krzysztof
    Grabowik, Cezary
    Kempa, Wojciech
    Paprocka, Iwona
    [J]. MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING, 2014, 837 : 422 - 427
  • [5] Karpagam S., 2020, International Journal of Applied and Computational Mathematics, V6, P174
  • [6] A Discrete-Time Queueing Model of a Bottleneck with an Energy-Saving Mechanism Based on Setup and Shutdown Times
    Kempa, Wojciech M.
    Paprocka, Iwona
    [J]. SYMMETRY-BASEL, 2024, 16 (01):
  • [7] Estimation of reliability characteristics in a production scheduling model with failures and time-changing parameters described by Gamma and exponential distributions
    Kempa, Wojciech M.
    Paprocka, Iwona
    Kalinowski, Krzysztof
    Grabowik, Cezary
    [J]. MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING, 2014, 837 : 116 - +
  • [8] Kempa WM, 2014, KYBERNETIKA, V50, P126
  • [9] Some New Results for Departure Process in the MX/G/1 Queueing System with a Single Vacation and Exhaustive Service
    Kempa, Wojciech M.
    [J]. STOCHASTIC ANALYSIS AND APPLICATIONS, 2010, 28 (01) : 26 - 43
  • [10] A Vacation-Based Performance Analysis of an Energy-Efficient Motorway Vehicular Communication System
    Kumar, Wanod
    Bhattacharya, Samya
    Qazi, Bilal R.
    Elmirghani, Jaafar M. H.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2014, 63 (04) : 1827 - 1842