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題名 Fair Scheduling Under Packet Management: Competitive Analysis of Age of Information
作者 郭桐惟
Kuo, Tung-Wei;Jien, Chen-Rui
貢獻者 資訊系
關鍵詞 Age of information; Round Robin; Competitive analysis
日期 2023-09
上傳時間 16-Feb-2024 15:36:52 (UTC+8)
摘要 Maintaining up-to-date information is essential for enhancing the quality of service in mobile devices. The freshness of a mobile device is typically evaluated using the Age of Information (AoI) metric. This study considers a system where a Base Station (BS) transmits update messages to its terminals, and the goal is to design message transmission scheduling algorithms that minimize the overall AoI across all terminals. Previous studies have demonstrated that online algorithms perform poorly when the BS is required to send every message. However, in many applications, once a new message is generated, older ones can be discarded. This policy is called packet management. We prove that Round Robin (RR) is O(1)-competitive under packet management. We also generalize RR and consider a broader class of fair scheduling algorithms.
關聯 ALGO 2023, Centrum Wiskunde & Informatica (CWI)
資料類型 conference
DOI https://doi.org/10.1007/978-3-031-48882-5_9
dc.contributor 資訊系
dc.creator (作者) 郭桐惟
dc.creator (作者) Kuo, Tung-Wei;Jien, Chen-Rui
dc.date (日期) 2023-09
dc.date.accessioned 16-Feb-2024 15:36:52 (UTC+8)-
dc.date.available 16-Feb-2024 15:36:52 (UTC+8)-
dc.date.issued (上傳時間) 16-Feb-2024 15:36:52 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/149881-
dc.description.abstract (摘要) Maintaining up-to-date information is essential for enhancing the quality of service in mobile devices. The freshness of a mobile device is typically evaluated using the Age of Information (AoI) metric. This study considers a system where a Base Station (BS) transmits update messages to its terminals, and the goal is to design message transmission scheduling algorithms that minimize the overall AoI across all terminals. Previous studies have demonstrated that online algorithms perform poorly when the BS is required to send every message. However, in many applications, once a new message is generated, older ones can be discarded. This policy is called packet management. We prove that Round Robin (RR) is O(1)-competitive under packet management. We also generalize RR and consider a broader class of fair scheduling algorithms.
dc.format.extent 107 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) ALGO 2023, Centrum Wiskunde & Informatica (CWI)
dc.subject (關鍵詞) Age of information; Round Robin; Competitive analysis
dc.title (題名) Fair Scheduling Under Packet Management: Competitive Analysis of Age of Information
dc.type (資料類型) conference
dc.identifier.doi (DOI) 10.1007/978-3-031-48882-5_9
dc.doi.uri (DOI) https://doi.org/10.1007/978-3-031-48882-5_9