Distributed Task Aggregation and Resource Optimisation Scheme Based on Task Characteristics in Optical Networks
We propose A distributed task aggregation and resource optimization scheme based on deep Q-networks (DQN-DTA) for optical networks, reducing latency difference, lowering task blocking rate, and improving resource utilization.
Authors
- Shan Yin (ORCID: https://orcid.org/0000-0002-4874-4135)
- Shuyao Wang (ORCID: https://orcid.org/0000-0002-9399-0175)
- Yurong Jiao (ORCID: https://orcid.org/0009-0000-2809-3059)
- Shanguo Huang (ORCID: https://orcid.org/0000-0002-0750-2340)
Institutions
- Beijing University of Posts and Telecommunications (CN)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809595
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Beijing Municipality