Deriving traffic demands for operational IP networks: methodology and experience
IEEE/ACM Transactions on Networking (TON)
Simulation and the Monte Carlo Method
Simulation and the Monte Carlo Method
Network topology generators: degree-based vs. structural
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Traffic matrix estimation: existing techniques and new directions
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Fast accurate computation of large-scale IP traffic matrices from link loads
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A measurement-based analysis of multihoming
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Implications of the topological properties of Internet traffic on traffic engineering
Proceedings of the 2004 ACM symposium on Applied computing
Analyzing peer-to-peer traffic across large networks
IEEE/ACM Transactions on Networking (TON)
Towards capturing representative AS-level Internet topologies
Computer Networks: The International Journal of Computer and Telecommunications Networking
A methodology for estimating interdomain web traffic demand
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
On the scaling of congestion in the internet graph
ACM SIGCOMM Computer Communication Review
BLINC: multilevel traffic classification in the dark
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Understanding internet topology: principles, models, and validation
IEEE/ACM Transactions on Networking (TON)
A realistic simulation of internet-scale events
valuetools '06 Proceedings of the 1st international conference on Performance evaluation methodolgies and tools
The workshop on internet topology (wit) report
ACM SIGCOMM Computer Communication Review
Can ISPS and P2P users cooperate for improved performance?
ACM SIGCOMM Computer Communication Review
The web is smaller than it seems
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Can ISPs be profitable without violating “network neutrality”?
Proceedings of the 3rd international workshop on Economics of networked systems
A game-theoretic analysis of the implications of overlay network traffic on ISP peering
Computer Networks: The International Journal of Computer and Telecommunications Networking
Ten years in the evolution of the internet ecosystem
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Connectivity Measures for Internet Topologies on the Level of Autonomous Systems
Operations Research
Understanding web hosting utility of Chinese ISPs
APNOMS'09 Proceedings of the 12th Asia-Pacific network operations and management conference on Management enabling the future internet for changing business and new computing services
A network formation model for internet transit relations
Proceedings of the 2010 Workshop on Economics of Networks, Systems, and Computation
The Internet is flat: modeling the transition from a transit hierarchy to a peering mesh
Proceedings of the 6th International COnference
Proceedings of the 6th International COnference
On name-based inter-domain routing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Modeling on quicksand: dealing with the scarcity of ground truth in interdomain routing data
ACM SIGCOMM Computer Communication Review
Twelve years in the evolution of the internet ecosystem
IEEE/ACM Transactions on Networking (TON)
Towards a statistical characterization of the interdomain traffic matrix
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
Anatomy of a large european IXP
Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
Spatio-temporal compressive sensing and internet traffic matrices
IEEE/ACM Transactions on Networking (TON)
Anatomy of a large european IXP
ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
Designing, implementing and evaluating a new internetworking architecture
Computer Communications
IXP traffic: a macroscopic view
Proceedings of the 7th Latin American Networking Conference
On traffic matrix completion in the internet
Proceedings of the 2012 ACM conference on Internet measurement conference
The internet-wide impact of P2P traffic localization on ISP profitability
IEEE/ACM Transactions on Networking (TON)
On the benefits of using a large IXP as an internet vantage point
Proceedings of the 2013 conference on Internet measurement conference
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Recently developed techniques have been very successful in accurately estimating intra-Autonomous System (AS) traffic matrices. These techniques rely on link measurements, flow measurements, or routing-related data to infer traffic demand between every pair of ingress-egress points of an AS. They also illustrate an inherent mismatch between data needed (e.g., ingress-egress demand) and data most readily available (e.g., link measurements). This mismatch is exacerbated when we try to estimate inter-AS traffic matrices, i.e., snapshots of Internet-wide traffic behavior over coarse time scale (a week or longer) between ASs. We present a method for modeling inter-AS traffic demand that relies exclusively on publicly available/obtainable measurements. We first perform extensive Internet-wide measurement experiments to infer the "business rationale" of individual ASs. We then use these business profiles to characterize individual ASs, classifying them by their "utility" into ASs providing Web hosting, residential access, and business access. We rank ASs by their utilities which drive our gravity-model based approach for generating inter-AS traffic demand. In a first attempt to validate our methodology, we test our inter-AS traffic generation method on an inferred Internet AS graph and present some preliminary findings about the resulting inter-AS traffic matrices.