SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
Delayed Internet routing convergence
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Understanding BGP misconfiguration
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
The Temporal and Topological Characteristics of BGP Path Changes
ICNP '03 Proceedings of the 11th IEEE International Conference on Network Protocols
iPlane: an information plane for distributed services
OSDI '06 Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7
Studying black holes in the internet with Hubble
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
To filter or to authorize: network-layer DoS defense against multimillion-node botnets
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Census and survey of the visible internet
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
BGPmon: A Real-Time, Scalable, Extensible Monitoring System
CATCH '09 Proceedings of the 2009 Cybersecurity Applications & Technology Conference for Homeland Security
Clustering of time series data-a survey
Pattern Recognition
California fault lines: understanding the causes and impact of network failures
Proceedings of the ACM SIGCOMM 2010 conference
Detecting and characterizing social spam campaigns
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Understanding network failures in data centers: measurement, analysis, and implications
Proceedings of the ACM SIGCOMM 2011 conference
Analysis of country-wide internet outages caused by censorship
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
The Japan earthquake: the impact on traffic and routing observed by a local ISP
Proceedings of the Special Workshop on Internet and Disasters
Survey of clustering algorithms
IEEE Transactions on Neural Networks
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To understand network behavior, researchers and enterprise network operators must interpret large amounts of network data. To understand and manage network events such as outages, route instability, and spam campaigns, they must interpret data that covers a range of networks and evolves over time. We propose a simple clustering algorithm that helps identify spatial clusters of network events based on correlations in event timing, producing 2-D visualizations. We show that these visualizations where they reveal the extent, timing, and dynamics of network outages such as January 2011 Egyptian change of government, and the March 2011 Japanese earthquake. We also show they reveal correlations in routing changes that are hidden from AS-path analysis.