Examining the Relationship Between Delay and User Behavior Through Statistical Analysis of Traffic Data of the Thin Telework System

• Item type: SIG Technical Reports(1)
• 公開日: 2023-06-27
• タイトル: Examining the Relationship Between Delay and User Behavior Through Statistical Analysis of Traffic Data of the Thin Telework System
• タイトル / 言語: en
• タイトル: Examining the Relationship Between Delay and User Behavior Through Statistical Analysis of Traffic Data of the Thin Telework System
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: ネットワーク・トラフィック
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Presently with International Christian University
• 著者所属: Presently with International Christian University
• 著者所属: Presently with Tokyo Institute of Technology
• 著者所属: Presently with INTEC Inc.
• 著者所属: Presently with NIPPON TELEGRAPH AND TELEPHONE EAST CORPORATION
• 著者所属(英): en
• 著者所属(英): Presently with International Christian University
• 著者所属(英): en
• 著者所属(英): Presently with International Christian University
• 著者所属(英): en
• 著者所属(英): Presently with Tokyo Institute of Technology
• 著者所属(英): en
• 著者所属(英): Presently with INTEC Inc.
• 著者所属(英): en
• 著者所属(英): Presently with NIPPON TELEGRAPH AND TELEPHONE EAST CORPORATION
• 著者名: Xuliang, Deng; Keisuke, Ishibashi; Yoshiaki, Kitaguchi; Kenichi, Nagami; Ichiro, Mizukoshi
• 著者名(英): Xuliang, Deng; Keisuke, Ishibashi; Yoshiaki, Kitaguchi; Kenichi, Nagami; Ichiro, Mizukoshi
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: The aim of this research was to analyze the impact of latency on user behavior in a remote desktop-based telework system using captured traffic data. We statistically analyzed the time series data at multiple granularities in each TCP session to analyze the temporal dependency of latency and byte size relationship as well as the timescale of user behavior changes. Our research result suggests that latency affects user engagement, hindering data transmission in applications requiring user input. Our analysis further revealed that increased latency led to lower user activity levels, with the impact persisting for approximately at least 15 seconds.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: The aim of this research was to analyze the impact of latency on user behavior in a remote desktop-based telework system using captured traffic data. We statistically analyzed the time series data at multiple granularities in each TCP session to analyze the temporal dependency of latency and byte size relationship as well as the timescale of user behavior changes. Our research result suggests that latency affects user engagement, hindering data transmission in applications requiring user input. Our analysis further revealed that increased latency led to lower user activity levels, with the impact persisting for approximately at least 15 seconds.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA12326962
• 書誌情報: 研究報告インターネットと運用技術（IOT）; 巻 2023-IOT-62, 号 10, p. 1-7, 発行日 2023-06-27
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8787
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会