LiveRAC: Interactive Visual Exploration of System Management Time-Series Data

被引:0
|
作者
McLachlan, Peter [1 ]
Munzner, Tamara [1 ]
Koutsofios, Eleftherios
North, Stephen
机构
[1] Univ British Columbia, Vancouver, BC V6K 3Z9, Canada
关键词
Visualization; Time-series data; Longitudinal studies;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present LiveRAC, a visualization system that supports the analysis of large collections of system management time-series data consisting of hundreds of parameters across thousands of network devices. LiveRAC provides high information density using a reorderable matrix of charts, with semantic zooming adapting each chart's visual representation to the available space. LiveRAC allows side-by-side visual comparison of arbitrary groupings of devices and parameters at multiple levels of detail. A staged design and development process culminated in the deployment of LiveRAC in a production environment. We conducted an informal longitudinal evaluation of LiveRAC to better understand which proposed visualization techniques were most useful in the target environment.
引用
收藏
页码:1483 / 1492
页数:10
相关论文
共 50 条
  • [1] Interactive visual analysis of time-series microarray data
    Jeong, Dong Hyun
    Darvish, Alireza
    Najarian, Kayvan
    Yang, Jing
    Ribarsky, William
    [J]. VISUAL COMPUTER, 2008, 24 (12): : 1053 - 1066
  • [2] Interactive visual analysis of time-series microarray data
    Dong Hyun Jeong
    Alireza Darvish
    Kayvan Najarian
    Jing Yang
    William Ribarsky
    [J]. The Visual Computer, 2008, 24 : 1053 - 1066
  • [3] mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast
    Xu, Ke
    Yuan, Jun
    Wang, Yifang
    Silva, Claudio
    Bertini, Enrico
    [J]. CHI '21: PROCEEDINGS OF THE 2021 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2021,
  • [4] Visual Exploration of Time-Series Data with Shape Space Projections
    Ward, Matthew O.
    Guo, Zhenyu
    [J]. COMPUTER GRAPHICS FORUM, 2011, 30 (03) : 701 - 710
  • [5] DATA MANAGEMENT-SYSTEM (DMS) FOR TIME-SERIES
    HELER, JJ
    [J]. TRANSACTIONS OF THE ASAE, 1979, 22 (01): : 122 - 125
  • [6] Representation and analysis of time-series data via deep embedding and visual exploration
    Zhou, Yixuan
    Jiang, Runfeng
    Qin, Hongxing
    Hu, Haibo
    [J]. JOURNAL OF VISUALIZATION, 2023, 26 (03) : 593 - 610
  • [7] AirExplorer: visual exploration of air quality data based on time-series querying
    Qu, Dezhan
    Lin, Xiaoli
    Ren, Ke
    Liu, Quanle
    Zhang, Huijie
    [J]. JOURNAL OF VISUALIZATION, 2020, 23 (06) : 1129 - 1145
  • [8] Representation and analysis of time-series data via deep embedding and visual exploration
    Yixuan Zhou
    Runfeng Jiang
    Hongxing Qin
    Haibo Hu
    [J]. Journal of Visualization, 2023, 26 : 593 - 610
  • [9] AirExplorer: visual exploration of air quality data based on time-series querying
    Dezhan Qu
    Xiaoli Lin
    Ke Ren
    Quanle Liu
    Huijie Zhang
    [J]. Journal of Visualization, 2020, 23 : 1129 - 1145
  • [10] TimeSpiral, An Enhanced Interactive Visual system for Time Series Data
    Zhang, Di
    Zhu, Ligu
    Wang, Chengcheng
    Zhang, Lei
    [J]. PROCEEDINGS OF 2016 2ND INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT (ICIM2016), 2016,