Communications of the ACM
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Communications of the ACM
IEEE Internet Computing
Code-Red: a case study on the spread and victims of an internet worm
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Heuristically Optimized Trade-Offs: A New Paradigm for Power Laws in the Internet
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
How to Own the Internet in Your Spare Time
Proceedings of the 11th USENIX Security Symposium
Stochastic models for the Web graph
FOCS '00 Proceedings of the 41st Annual Symposium on Foundations of Computer Science
Automatically inferring patterns of resource consumption in network traffic
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
BRITE: A Flexible Generator of Internet Topologies
BRITE: A Flexible Generator of Internet Topologies
Structural analysis of network traffic flows
Proceedings of the joint international conference on Measurement and modeling of computer systems
A first-principles approach to understanding the internet's router-level topology
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Diagnosing network-wide traffic anomalies
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Characterization of network-wide anomalies in traffic flows
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
On the lack of typical behavior in the global Web traffic network
WWW '05 Proceedings of the 14th international conference on World Wide Web
Internet traffic classification using bayesian analysis techniques
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Evolution and Structure of the Internet: A Statistical Physics Approach
Evolution and Structure of the Internet: A Statistical Physics Approach
BLINC: multilevel traffic classification in the dark
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Manifold learning visualization of network traffic data
Proceedings of the 2005 ACM SIGCOMM workshop on Mining network data
Understanding internet topology: principles, models, and validation
IEEE/ACM Transactions on Networking (TON)
Traffic classification using clustering algorithms
Proceedings of the 2006 SIGCOMM workshop on Mining network data
"A day in the life of the internet": proposed community-wide experiment
ACM SIGCOMM Computer Communication Review
Internet Measurement: Infrastructure, Traffic and Applications
Internet Measurement: Infrastructure, Traffic and Applications
The workshop on internet topology (wit) report
ACM SIGCOMM Computer Communication Review
Identifying and discriminating between web and peer-to-peer traffic in the network core
Proceedings of the 16th international conference on World Wide Web
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Inferring internet denial-of-service activity
SSYM'01 Proceedings of the 10th conference on USENIX Security Symposium - Volume 10
Ranking web sites with real user traffic
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Early application identification
CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
Computing the unmeasured: an algebraic approach to Internet mapping
IEEE Journal on Selected Areas in Communications
A supervised machine learning approach to classify host roles on line using sFlow
Proceedings of the first edition workshop on High performance and programmable networking
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Many projects have tried to analyze the structure and dynamics of application overlay networks on the Internet using packet analysis and network flow data. While such analysis is essential for a variety of network management and security tasks, it is infeasible on many networks: either the volume of data is so large as to make packet inspection intractable, or privacy concerns forbid packet capture and require the dissociation of network flows from users’ actual IP addresses. Our analytical framework permits useful analysis of network usage patterns even under circumstances where the only available source of data is anonymized flow records. Using this data, we are able to uncover distributions and scaling relations in host-to-host networks that bear implications for capacity planning and network application design. We also show how to classify network applications based entirely on topological properties of their overlay networks, yielding a taxonomy that allows us to accurately identify the functions of unknown applications. We repeat this analysis on a more recent dataset, allowing us to demonstrate that the aggregate behavior of users is remarkably stable even as the population changes.