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Peer-reviewedCC BYScientific Reports

Performance and energy consumption balanced optimization of ternary optical computers based on partially synchronous vacation queuing

  1. 1School of Computer and Information Engineering, Fuyang Normal University

Abstract

This paper addresses the core challenge of balancing high real-time performance and low energy consumption in practical ternary optical computer (TOC) systems with hardware-induced state-switching overhead including switching delay and switching energy consumption. By introducing the partially synchronous vacation mechanism, we establish a novel TOC task scheduling strategy and corresponding three-stage queuing model. We thoroughly analyze the influences of key system parameters on queueing performance, total energy consumption, and social utility under Poisson traffic, with the no-vacation scheme as benchmark. Numerical results reveal that the proposed model can achieve optimal system social utility under various task arrival rates by tuning the number of vacation-enabled processors and vacation-related parameters. Supplementary bursty traffic experiments further verify its robustness under fluctuating real-world workloads. This work provides a new theoretical basis and practical scheduling guidance for performance-energy bi-objective optimization of TOC systems.

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BibTeX
@article{weiwen2026performance,
  title = {{Performance and energy consumption balanced optimization of ternary optical computers based on partially synchronous vacation queuing}},
  author = {Liu Weiwen and Shi Wenqiang and Zhang Heqiang and Liu Meng and Gao Zhiyan and Wang Xianchao},
  journal = {Scientific Reports},
  year = {2026},
  month = jul,
  doi = {10.1038/s41598-026-62375-9},
  url = {https://doi.org/10.1038/s41598-026-62375-9},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Performance and energy consumption balanced optimization of ternary optical computers based on partially synchronous vacation queuing
AU  - Liu Weiwen
AU  - Shi Wenqiang
AU  - Zhang Heqiang
AU  - Liu Meng
AU  - Gao Zhiyan
AU  - Wang Xianchao
PY  - 2026
DA  - 2026/07/01
JO  - Scientific Reports
DO  - 10.1038/s41598-026-62375-9
UR  - https://doi.org/10.1038/s41598-026-62375-9
AB  - This paper addresses the core challenge of balancing high real-time performance and low energy consumption in practical ternary optical computer (TOC) systems with hardware-induced state-switching overhead including switching delay and switching energy consumption. By introducing the partially synchronous vacation mechanism, we establish a novel TOC task scheduling strategy and corresponding three-stage queuing model. We thoroughly analyze the influences of key system parameters on queueing performance, total energy consumption, and social utility under Poisson traffic, with the no-vacation scheme as benchmark. Numerical results reveal that the proposed model can achieve optimal system social utility under various task arrival rates by tuning the number of vacation-enabled processors and vacation-related parameters. Supplementary bursty traffic experiments further verify its robustness under fluctuating real-world workloads. This work provides a new theoretical basis and practical scheduling guidance for performance-energy bi-objective optimization of TOC systems.
SN  - 2045-2322
ER  -