Introduction to the theory of neural computation
Introduction to the theory of neural computation
Deriving traffic demands for operational IP networks: methodology and experience
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Traffic matrix estimation: existing techniques and new directions
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Properties and prediction of flow statistics from sampled packet streams
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
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
Estimating flow distributions from sampled flow statistics
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
On the number of distributed measurement points for network tomography
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Convex Optimization
How to identify and estimate the largest traffic matrix elements in a dynamic environment
Proceedings of the joint international conference on Measurement and modeling of computer systems
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
A distributed approach to measure IP traffic matrices
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
The OSU Flow-tools Package and CISCO NetFlow Logs
LISA '00 Proceedings of the 14th USENIX conference on System administration
FlowScan: A Network Traffic Flow Reporting and Visualization Tool
LISA '00 Proceedings of the 14th USENIX conference on System administration
Traffic matrices: balancing measurements, inference and modeling
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
An OSPF topology server: design and evaluation
IEEE Journal on Selected Areas in Communications
Feasibility of IP restoration in a tier 1 backbone
IEEE Network: The Magazine of Global Internetworking
CSAMP: a system for network-wide flow monitoring
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Information fusion for computer security: State of the art and open issues
Information Fusion
Routing betweenness centrality
Journal of the ACM (JACM)
Coordinated sampling sans origin-destination identifiers: algorithms and analysis
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Measurouting: a framework for routing assisted traffic monitoring
INFOCOM'10 Proceedings of the 29th conference on Information communications
Revisiting the case for a minimalist approach for network flow monitoring
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Adaptive multi-task monitoring system based on overhead prediction
Proceedings of the Workshop on Programmable Routers for Extensible Services of Tomorrow
Network-wide deployment of intrusion detection and prevention systems
Proceedings of the 6th International COnference
Automating network monitoring on experimental testbeds
CSET'11 Proceedings of the 4th conference on Cyber security experimentation and test
A multi-task adaptive monitoring system combining different sampling primitives
Proceedings of the 23rd International Teletraffic Congress
LEISURE: A Framework for Load-Balanced Network-Wide Traffic Measurement
Proceedings of the 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems
MeasuRouting: a framework for routing assisted traffic monitoring
IEEE/ACM Transactions on Networking (TON)
Fair sampling across network flow measurements
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
New opportunities for load balancing in network-wide intrusion detection systems
Proceedings of the 8th international conference on Emerging networking experiments and technologies
Autonomic load balancing of flow monitors
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Confronted with the generalization of monitoring in operational networks, researchers have proposed placement algorithms that can help ISPs deploy their monitoring infrastructure in a cost effective way, while maximizing the benefits of their infrastructure. However, a static placement of monitors cannot be optimal given the short-term and long-term variations in traffic due to re-routing events, anomalies and the normal network evolution. In addition, most ISPs already deploy router embedded monitoring functionalities. Despite some limitations (inherent to being part of a router), these monitoring tools give greater visibility on the network traffic but raise the question on how to configure a network-wide monitoring infrastructure that may contain hundreds of monitoring points. We reformulate the placement problem as follows. Given a network where all links can be monitored, which monitors should be activated and which sampling rate should be set on these monitors in order to achieve a given measurement task with high accuracy and low resource consumption? We provide a formulation of the problem, an optimal algorithm to solve it, and we study its performance on a real backbone network.