HSDC 中的容错通信:确保智能城市中可靠的数据传输

IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Reliability Pub Date : 2024-03-14 DOI:10.1109/TR.2024.3371953
Hui Dong;Mengjie Lv;Weibei Fan
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引用次数: 0

摘要

数据中心网络(DCN)作为云计算的核心,通过提供强大的数据存储和计算能力,为智慧城市提供服务和决策支持。高可扩展性数据中心网络架构(HSDC)作为以服务器为中心的DCN,能够应对快速增长的数据量,为智慧城市提供有效的服务基础。然而,随着智慧城市的快速发展,要求DCNs在规模不断扩大的同时,仍能在故障情况下可靠运行。因此,设计可靠的dcn容错通信算法是非常重要的。本文研究了HSDC中的容错通信算法。首先,我们提出了一种$O(n^{2})$算法,在$n维HSDC中任意对节点之间建立$n$不相交路径。仿真实验表明,本文算法在HSDC中生成的不相交路径的最大长度仅比直径长3,在最坏情况下保证了较小的通信延迟。此外,我们提出了一种$O(n)$算法来建立$n维HSDC中任意一对无故障节点之间的容错单播路径。仿真实验表明,随着HSDC规模的增大,该算法在运行效率和构建路径长度方面都有较好的表现。
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Fault-Tolerant Communication in HSDC: Ensuring Reliable Data Transmission in Smart Cities
As the core of cloud computing, the data center network (DCN) provides services and decision support for smart cities by providing powerful data storage and computing capabilities. As a server-centric DCN, the high scalability data center network architecture (HSDC) can cope with the rapid growth of data volume and provide an effective service foundation for smart cities. However, the rapid development of smart cities requires that DCNs can still operate reliably in the presence of faulty while expanding its scale. Therefore, it is very important to design reliable fault-tolerant communication algorithms in DCNs. This article investigates the fault-tolerant communication algorithm in HSDC. Initially, we propose an $O(n^{2})$ algorithm to establish $n$ disjoint paths between any pair of nodes in the $n$ -dimension HSDC. Simulation experiments show that the disjoint paths generated by our algorithm in HSDC have a maximum length only 3 longer than the diameter, which guarantees a small communication delay in the worst case. In addition, we propose an $O(n)$ algorithm to establish a fault-tolerant unicast path between any pair of fault-free nodes in the $n$ -dimension HSDC. Moreover, simulation experiments indicate that as the scale of HSDC increases, the algorithm performs well in both running efficiency and the length of constructed paths.
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来源期刊
IEEE Transactions on Reliability
IEEE Transactions on Reliability 工程技术-工程:电子与电气
CiteScore
12.20
自引率
8.50%
发文量
153
审稿时长
7.5 months
期刊介绍: IEEE Transactions on Reliability is a refereed journal for the reliability and allied disciplines including, but not limited to, maintainability, physics of failure, life testing, prognostics, design and manufacture for reliability, reliability for systems of systems, network availability, mission success, warranty, safety, and various measures of effectiveness. Topics eligible for publication range from hardware to software, from materials to systems, from consumer and industrial devices to manufacturing plants, from individual items to networks, from techniques for making things better to ways of predicting and measuring behavior in the field. As an engineering subject that supports new and existing technologies, we constantly expand into new areas of the assurance sciences.
期刊最新文献
Table of Contents IEEE Reliability Society Information Editorial: Applied AI for Reliability and Cybersecurity 2024 Index IEEE Transactions on Reliability Vol. 73 Table of Contents
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