A Survey on Information Visualization for Network and Service Management

被引:35
作者
Guimaraes, Vinicius Tavares [1 ,2 ]
Dal Sasso Freitas, Carla Maria [2 ]
Sadre, Ramin [3 ]
Rockenbach Tarouco, Liane Margarida [4 ]
Granville, Lisandro Zambenedetti [2 ]
机构
[1] Sul Rio Grandense Fed Inst Educ Sci & Technol, Dept Informat, Campus Charqueadas, BR-96745000 Charqueadas, RS, Brazil
[2] Univ Fed Rio Grande do Sul, Inst Informat, BR-91501970 Porto Alegre, RS, Brazil
[3] Catholic Univ Louvain, Comp Sci Engn Dept, B-1348 Louvain La Neuve, Belgium
[4] Univ Fed Rio Grande do Sul, Ctr New Technol Educ, BR-90060060 Porto Alegre, RS, Brazil
来源
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS | 2016年 / 18卷 / 01期
关键词
Network management; service management; information visualization; INTEGRATED ENVIRONMENT; VISUAL CORRELATION; ANOMALY DETECTION; TRAFFIC DATA; INTRUSION; INTERNET; ANALYTICS; BEHAVIOR; SYSTEMS; CONTEXT;
D O I
10.1109/COMST.2015.2450538
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Network and service management encompasses a set of activities, methods, procedures, and tools, whose ultimate goal is to guarantee the proper functioning of a networked system. Computational tools are essential to help network administrators in their daily tasks, and information visualization techniques are of great value in such context. In essence, information visualization techniques associated to visual analytics aim at facilitating the tasks of network administrators in the process of monitoring and maintaining the network health. This paper surveys the use of information visualization techniques as a tool to support the network and service management process. Through a systematic literature review (SLR), we provide a historical overview and discuss the current state of the art in the field. We present a classification of 285 articles and papers from 1985 to 2013, according to an information visualization taxonomy, as well as a network and service management taxonomy. Finally, we point out future research directions and opportunities regarding the use of information visualization in network and service management.
引用
收藏
页码:285 / 323
页数:39
相关论文
共 346 条
  • [1] Abdullah K, 2005, IEEE WORKSHOP ON VISUALIZATION FOR COMPUTER SECURITY 2005, PROCEEDINGS, P1
  • [2] Visualizing network data for intrusion detection
    Abdullah, K
    Lee, A
    Conti, G
    Copeland, JA
    [J]. PROCEEDINGS FROM THE SIXTH ANNUAL IEEE SYSTEMS, MAN AND CYBERNETICS INFORMATION ASSURANCE WORKSHOP, 2005, : 100 - 108
  • [3] Abdullah K., 2006, P 3 INT WORKSH VIZSE, P61
  • [4] Automatic construction of dynamic 3D metaphoric worlds: An application to network management
    Abel, P
    Gros, P
    Dos Santos, CR
    Loisel, D
    Paris, JP
    [J]. VISUAL DATA EXPLORATION AND ANALYSIS VII, 2000, 3960 : 312 - 323
  • [5] Abello J, 1999, COMPUT GRAPHICS-US, V33, P13, DOI 10.1145/330572.330576
  • [6] Abuaitah G., 2009, P 6 INT WORKSH VIS C, P111
  • [7] Improving Security Visualization with Exposure Map Filtering
    Alsalch, Mansour
    Barrera, David
    van Oorschot, P. C.
    [J]. 24TH ANNUAL COMPUTER SECURITY APPLICATIONS CONFERENCE, PROCEEDINGS, 2008, : 205 - 214
  • [8] A GRAPHICAL REPRESENTATION FOR NETWORK MANAGEMENT
    ANDERSON, BC
    LINEBARGER, RN
    [J]. 14TH CONFERENCE ON LOCAL COMPUTER NETWORKS, 1989, : 106 - 124
  • [9] [Anonymous], 2008, USING VISUALIZATION
  • [10] [Anonymous], 2010, P 10 ACM SIGCOMM C I