Scheduling Policies in a Multisource Status Update System With Dedicated and Shared Servers

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2025-03-17 DOI:10.1109/JIOT.2025.3551685
Sahan Liyanaarachchi;Sennur Ulukus;Nail Akar
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Abstract

Use of multipath network topologies has become a prominent technique to assert timeliness in terms of Age of Information (AoI) and to improve resilience to link disruptions in communication systems. However, establishing multiple dedicated communication links among network nodes is a costly endeavor. Therefore, quite often, these secondary communication links are shared among multiple entities. Moreover, these multipath networks come with the added challenge of out-of-order transmissions. In this article, we study an amalgamation of the above two aspects, i.e., multipath transmissions and link sharing. In contrast to the existing literature where the main focus has been scheduling multiple sources on a single shared server, we delve into the realm where each source sharing the shared server is also supplemented with its dedicated server so as to improve its timeliness. In this multipath link sharing setting with generate-at-will transmissions, we first present the optimal probabilistic scheduler, and then propose several heuristic-based cyclic scheduling algorithms for the shared server, to minimize the weighted average AoI of the sources.
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专用/共享多源状态更新系统中的调度策略
在信息时代(AoI),使用多路径网络拓扑已成为一种突出的技术,以保证时效性,并提高通信系统中链路中断的恢复能力。然而,在网络节点之间建立多个专用通信链路是一项代价高昂的工作。因此,这些辅助通信链接通常在多个实体之间共享。此外,这些多路径网络还面临着无序传输的额外挑战。在本文中,我们研究了以上两个方面的融合,即多径传输和链路共享。现有文献主要关注的是在单个共享服务器上调度多个源,与此相反,我们深入研究了每个共享共享服务器的源还补充了其专用服务器,以提高其时效性。在这种随机生成传输的多路径链路共享设置中,首先提出了最优概率调度算法,然后提出了几种基于启发式的共享服务器循环调度算法,以最小化源的加权平均AoI。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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