Title :
Interactive SNMP traffic analysis through information visualization
Author :
Barbosa, Paulo Teles ; Granville, Lisandro Zambenedetti
Author_Institution :
Inst. of Inf., UFRGS, Porto Alegre, Brazil
Abstract :
The network management area deals with large amounts of data. Some of its protocols and techniques are not completely understood when it comes to usage patterns and most used features. The understanding of such characteristics is a challenging process, due to the massive data amount involved. This process can be supported by information visualization techniques. These consist in visual representations of data that make use of the unique properties of the human visual system to make insights about it in a more intuitive and effective way. In this context, interactivity has proved itself to be one of the main factors involved in providing such intuitiveness and effectiveness, specially in analysis of large datasets. Nevertheless, few interaction possibilities are available in current network management traffic visualization systems. In this paper we present a set of interactive information visualization techniques adapted to visualize SNMP trace files. We used an insight-based evaluation to show how the presented techniques can aid on the insight achievement process.
Keywords :
protocols; telecommunication network management; telecommunication traffic; information visualization techniques; interactive SNMP traffic analysis; simple network management protocol; Data analysis; Data visualization; Force measurement; Humans; Informatics; Information analysis; Network topology; Protocols; Telecommunication traffic; Visual system;
Conference_Titel :
Network Operations and Management Symposium (NOMS), 2010 IEEE
Conference_Location :
Osaka
Print_ISBN :
978-1-4244-5366-5
Electronic_ISBN :
1542-1201
DOI :
10.1109/NOMS.2010.5488438