Jun 2026· 2026 IEEE 2nd International Conference on Electronics, Energy Systems and Power Engineering (EESPE)· pp. 277-281· 0 citations· 13 references
Abstract
The intelligent substation centralized control system faces three intertwined challenges: mixing event-driven and periodic traffic with different QoS needs, sharing limited inspection hosts among multiple substations, and placing cloud-edge-edge nodes to balance delay and load. This paper tackles them together. We build a distributed heterogeneous wireless model and design a joint uplink-downlink resource allocation that protects urgent traffic. We then propose a latency-utility offloading scheme that levels the computational load across shared hosts. Finally, we develop a cloud-edge-edge construction method with coverage optimization that accounts for both communication distance and load distribution. Simulations show that our framework not only meets delay and reliability targets but also improves channel utilization by 26%, cuts average interference by 3.2 dB, reduces per-task energy by 27%, and maintains a task completion rate above 99.5% under heavy load.
This paper proposes a hierarchical computation framework that flexibly supports task execution across local vehicles, neighboring vehicles, RSUs, and cloud resources, and designs an efficient task migration and resource scheduling strategy that improves overall system performance under dynamic network conditions.
An adaptive Beta-policy and delayed-update multi-agent soft actor-critic method, abbreviated as ABDMASAC, which uses a Beta policy to model bounded actions and achieves a better overall trade-off than the selected MASAC-backbone and on-policy MARL baselines under the considered simulation settings.
Zheng Yao, Jie Liu, Changjun Deng et al.· Computers, Materials & C...· 0 citations
Simulation results confirm that the proposed JORC framework substantially reduces latency, energy consumption, and overall system cost, while increasing the successful task completion ratio compared to existing baseline approaches.
Tanmay Baidya, Sangman Moh· Italian National Conference...· 0 citations
This paper considers priority-aware partial computation offloading in an uplink mobile edge computing (MEC) network. Devices assigned to different groups occupy orthogonal subbands, whereas devices within each group use power-domain non-orthogonal multiple access (NOMA) with successive interference cancellation. Task-i...
Jamil K. J. Bataineh, Ahlam Jawarneh, K. Hayajneh et al.· Italian National Conference...· 0 citations
The rapid growth of data- and delay-sensitive applications is driving unprecedented mobile traffic demand, straining terrestrial networks (TNs). Integrated Terrestrial-NonTerrestrial Networks (IT-NTNs), envisioned for 6G, aim to expand coverage and enhance capacity via satellite connectivity. Efficient load balancing a...
Shaban Omary Kasinge, O. Falowo· International Conference on...· 0 citations
Integrated Terrestrial–Non-Terrestrial Networks (ITNTN), which combine terrestrial base stations (BSs), High-Altitude Platform Stations (HAPS), and Low-Earth Orbit (LEO) satellites, are key enablers of 6G communication and edge computing (EC) services. However, energy-limited BSs, particularly HAPS and satellites, pose...
Insaf Rzig, W. Jaafar, Safwan Alfattani· International Conference on...· 0 citations
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