TY - GEN
T1 - 3D anomaly bar visualization for large-scale network
AU - Zhang, Tao
AU - Liao, Qi
AU - Shi, Lei
PY - 2012
Y1 - 2012
N2 - In this VAST challenge, log data coming from locations all over the Bank of Money facilities that contains close one million IP addresses. Since the geography of the data plays an important role for potential anomalies detection, we present a particular visualization solution based on Google Earth that can provide measure and deal with geo-spatial data. By mapping three important attributes, i.e., number of connections, policy status and activity flag, into 3D bars on top of physical locations (coordinates), anomaly distribution and trends can be efficiently visualized and analyzed. The general KML file generator can be extended for further analysis on other GIS systems.
AB - In this VAST challenge, log data coming from locations all over the Bank of Money facilities that contains close one million IP addresses. Since the geography of the data plays an important role for potential anomalies detection, we present a particular visualization solution based on Google Earth that can provide measure and deal with geo-spatial data. By mapping three important attributes, i.e., number of connections, policy status and activity flag, into 3D bars on top of physical locations (coordinates), anomaly distribution and trends can be efficiently visualized and analyzed. The general KML file generator can be extended for further analysis on other GIS systems.
UR - http://www.scopus.com/inward/record.url?scp=84872915344&partnerID=8YFLogxK
U2 - 10.1109/VAST.2012.6400511
DO - 10.1109/VAST.2012.6400511
M3 - Conference contribution
AN - SCOPUS:84872915344
SN - 9781467347532
T3 - IEEE Conference on Visual Analytics Science and Technology 2012, VAST 2012 - Proceedings
SP - 291
EP - 292
BT - IEEE Conference on Visual Analytics Science and Technology 2012, VAST 2012 - Proceedings
T2 - 2012 IEEE Conference on Visual Analytics Science and Technology, VAST 2012
Y2 - 14 October 2012 through 19 October 2012
ER -