Self-configuring network traffic generation
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Sojourn Times in the M/PH/1 Processor Sharing Queue
Queueing Systems: Theory and Applications
A probability-guaranteed adaptive timeout algorithm for high-speed network flow detection
Computer Networks and ISDN Systems
Ranking flows from sampled traffic
CoNEXT '05 Proceedings of the 2005 ACM conference on Emerging network experiment and technology
Web traffic modeling at finer time scales and performance implications
Performance Evaluation - Long range dependence and heavy tail distributions
Empirical Models of TCP and UDP End-User Network Traffic from NETI@home Data Analysis
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
High-throughput sketch update on a low-power stream processor
Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems
Efficient identification of uncongested internet links for topology downscaling
ACM SIGCOMM Computer Communication Review
Predicting the performance of internet-like networks using scaled-down replicas
ACM SIGMETRICS Performance Evaluation Review
A resource-minimalist flow size histogram estimator
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
A probability-guaranteed adaptive timeout algorithm for high-speed network flow detection
Computer Networks: The International Journal of Computer and Telecommunications Networking
Resource dimensioning through buffer sampling
IEEE/ACM Transactions on Networking (TON)
An empirical evaluation of short-period prediction performance
SPECTS'09 Proceedings of the 12th international conference on Symposium on Performance Evaluation of Computer & Telecommunication Systems
Optimal TCP-Friendly Rate Control for P2P Streaming: An Economic Approach
IWSOS '09 Proceedings of the 4th IFIP TC 6 International Workshop on Self-Organizing Systems
A scalable approach for steady state traffic modeling in high-speed backbone networks
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
Analysis of prediction performance of training-based models using real network traffic
International Journal of Computer Applications in Technology
Survey on traffic of metro area network with measurement on-line
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Estimating bandwidth requirements using flow-level measurements
AIMS'11 Proceedings of the 5th international conference on Autonomous infrastructure, management, and security: managing the dynamics of networks and services
Towards bandwidth estimation using flow-level measurements
AIMS'12 Proceedings of the 6th IFIP WG 6.6 international autonomous infrastructure, management, and security conference on Dependable Networks and Services
Performance of CSMA in multi-channel wireless networks
Queueing Systems: Theory and Applications
On the interaction between TCP-like sources and throughput-efficient scheduling policies
Performance Evaluation
Real-time volume control for interactive network traffic replay
Computer Networks: The International Journal of Computer and Telecommunications Networking
Active flows in diagnostic of troubleshooting on backbone links
Journal of High Speed Networks
Hi-index | 35.68 |
Our goal is to design a traffic model for noncongested Internet backbone links, which is simple enough to be used in network operation, while being as general as possible. The proposed solution is to model the traffic at the flow level by a Poisson shot-noise process. In our model, a flow is a generic notion that must be able to capture the characteristics of any kind of data stream. We analyze the accuracy of the model with real traffic traces collected on the Sprint Internet protocol (IP) backbone network. Despite its simplicity, our model provides a good approximation of the real traffic observed in the backbone and of its variation. Finally, we discuss the application of our model to network design and dimensioning.