DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking

Deterministic Networking (DetNet) aims to provide an end-to-end ultra-reliable data network with ultra-low latency and jitter. However, implementing DetNet in wireless networks, particularly in the air interface, still faces the challenge of guaranteeing bounded delay. This paper proposes a delay-guaranteed three-layer scheduling framework for DetNet, named Deterministic Guarantee Scheduling (DGS). The top layer calculates the amount of new data entering the queue in each scheduling period and timestamps the data to track its arrival time. Based on the remaining waiting time of each flow’s data volume, the middle layer proposes a scheduling algorithm based on urgency, prioritizing the scheduling of data volumes with the shortest remaining queuing time. The lower layer fine-tunes the scheduling results obtained by the middle layer for actual transmission. We implemented the DGS framework on the 5G-air-simulator platform. Simulation results demonstrate that DGS outperforms all other mechanisms by guaranteeing delay for a larger number of deterministic flows and achieving better throughput performance.

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Publication Details

Journal
IEEE Transactions on Network and Service Management
Published
2024-09-09
DOI
https://doi.org/10.1109/tnsm.2024.3456576
Primary Topic
Advanced Wireless Network Optimization
Type
article
Field-Weighted Citation Impact
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article

DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking

Yunqi Gao, Minghui Chang, Ze Yang, Wei Wang et al.
IEEE Transactions on Network and Service Management
Advanced Wireless Network Optimization
article

DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking

Yunqi Gao, Minghui Chang, Ze Yang, Wei Wang, Bing Hu, Haojun Lv
article en

Abstract

Deterministic Networking (DetNet) aims to provide an end-to-end ultra-reliable data network with ultra-low latency and jitter. However, implementing DetNet in wireless networks, particularly in the air interface, still faces the challenge of guaranteeing bounded delay. This paper proposes a delay-guaranteed three-layer scheduling framework for DetNet, named Deterministic Guarantee Scheduling (DGS). The top layer calculates the amount of new data entering the queue in each scheduling period and timestamps the data to track its arrival time. Based on the remaining waiting time of each flow’s data volume, the middle layer proposes a scheduling algorithm based on urgency, prioritizing the scheduling of data volumes with the shortest remaining queuing time. The lower layer fine-tunes the scheduling results obtained by the middle layer for actual transmission. We implemented the DGS framework on the 5G-air-simulator platform. Simulation results demonstrate that DGS outperforms all other mechanisms by guaranteeing delay for a larger number of deterministic flows and achieving better throughput performance.

IEEE Transactions on Network and Service ManagementVol. 21(6)
Zhejiang University (CN), Zhejiang University of Finance and Economics (CN)
Openalex Percentile: Top 88%
Advanced Wireless Network Optimization
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