边缘计算网络中的时延约束通信

Yulin Hu, A. Schmeink
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引用次数: 9

摘要

在本文中,我们考虑了一个支持超可靠低延迟通信(URLLC)的边缘计算网络,该网络使用有限块长度的代码运行。我们推导了端到端(E2E)可靠性,同时考虑了延迟违反概率和解码错误概率。此外,我们提出了一种优化的系统设计,通过优化设置目标解码错误概率来保持每个传输链路的块长度/时间,从而最小化端到端错误概率。特别地,我们通过证明其凸性来解决相应的优化问题。通过仿真,我们验证了我们的分析模型。此外,我们评估了所考虑的网络,并表征了延迟约束、目标解码错误概率和数据包大小对所考虑的边缘计算网络的端到端可靠性的影响。
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Delay-Constrained Communication in Edge Computing Networks
In this paper, we consider an edge computing network supporting ultra-reliable low latency communications (URLLC) operating with finite blocklength codes. We derive the end-to-end (E2E) reliability, while both the delay violation probability and the decoding error probability are considered. In addition, we propose an optimal system design to minimize the E2E error probability by optimally setting the target decoding error probability for preserving blocklength/time for each transmission link. In particular, we solve the corresponding optimization problem by proving its convexity. Via simulations, we validate our analytical mode. In addition, we evaluate the considered network, and characterize the impact of delay constraint, target decoding error probability and packet size on the E2E reliability of the considered edge computing network.
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