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Optimization of message delivery reliability and throughput in a DDS-based system with per-publisher sending rate adjustment

Author

Listed:
  • Ridlo Sayyidina Auliya

    (National Central University)

  • Chia-Ching Chen

    (National Central University)

  • Po-Ru Lin

    (National Central University)

  • Deron Liang

    (National Central University)

  • Wei-Jen Wang

    (National Central University)

Abstract

Data distribution service (DDS) is a communication middleware that has been widely used in various mission-critical systems. DDS supports a set of attributes and quality of service (QoS) policies that can be tuned to guarantee important performance factors in mission-critical systems message delivery (communication), such as reliability and throughput. However, optimizing reliability and throughput simultaneously in a DDS-based system is challenging. Adjusting the publisher’s sending rate is a direct approach to control the performance of a DDS-based system, but to the best of our knowledge, only a few research have examined this approach. In this study, we proposed a novel algorithm that adjusts the sending rate of each publisher to optimize the message delivery reliability and throughput of a DDS-based system. We also developed a DDS-based system model and use the model to define topic-based reliability and throughput. According to our experimental results, the proposed algorithm achieves a system communication reliability of 99–99.99%, given three scenarios of different reliability issues (70–99.99% reliability). Most importantly, the proposed algorithm can slightly increase per-topic throughput while improving per-topic reliability.

Suggested Citation

  • Ridlo Sayyidina Auliya & Chia-Ching Chen & Po-Ru Lin & Deron Liang & Wei-Jen Wang, 2023. "Optimization of message delivery reliability and throughput in a DDS-based system with per-publisher sending rate adjustment," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 84(2), pages 235-250, October.
    • Handle: RePEc:spr:telsys:v:84:y:2023:i:2:d:10.1007_s11235-023-01045-x
    DOI: 10.1007/s11235-023-01045-x
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    References listed on IDEAS

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    1. Alaa Alaerjan & Dae-Kyoo Kim & Hua Ming & Hwimin Kim, 2020. "Configurable DDS as Uniform Middleware for Data Communication in Smart Grids," Energies, MDPI, vol. 13(7), pages 1-29, April.
    2. Tarek A. Youssef & Ahmed T. Elsayed & Osama A. Mohammed, 2016. "Data Distribution Service-Based Interoperability Framework for Smart Grid Testbed Infrastructure," Energies, MDPI, vol. 9(3), pages 1-22, March.
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