Fluid-based analysis of a network of AQM routers supporting TCP flows with an application to RED
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Difficulties in simulating the internet
IEEE/ACM Transactions on Networking (TON)
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Hybrid Packet/Fluid Flow Network Simulation
Proceedings of the seventeenth workshop on Parallel and distributed simulation
Integrated Fluid and Packet Network Simulations
MASCOTS '02 Proceedings of the 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
MAYA: Integrating hybrid network modeling to the physical world
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Discrete event fluid modeling of background TCP traffic
ACM Transactions on Modeling and Computer Simulation (TOMACS)
HNS: A streamlined hybrid network simulator
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Scalable fluid models and simulations for large-scale IP networks
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Simulation of large scale networks I: simulation of large-scale networks using SSF
Proceedings of the 35th conference on Winter simulation: driving innovation
RINSE: The Real-Time Immersive Network Simulation Environment for Network Security Exercises
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
Simulation of Network Traffic at Coarse Timescales
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
Advanced concepts in large-scale network simulation
WSC '05 Proceedings of the 37th conference on Winter simulation
Parallel Simulation of Hybrid Network Traffic Models
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
Toward Scalable Routing Experiments with Real-Time Network Simulation
Proceedings of the 22nd Workshop on Principles of Advanced and Distributed Simulation
Bringing knowledge to network defense
SpringSim '07 Proceedings of the 2007 spring simulation multiconference - Volume 3
A real-time network simulation infrastructure based on OpenVPN
Journal of Systems and Software
Parallel Hybrid Network Traffic Models
Simulation
Real-Time Security Exercises on a Realistic Interdomain Routing Experiment Platform
PADS '09 Proceedings of the 2009 ACM/IEEE/SCS 23rd Workshop on Principles of Advanced and Distributed Simulation
A fluid background traffic model
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
A large-scale real-time network simulation study using prime
Winter Simulation Conference
Model-driven network emulation with virtual time machine
Proceedings of the Winter Simulation Conference
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We present a hybrid network traffic model that combines time-stepping fluid model with discrete-event packet-oriented simulation. We propose an integration scheme allowing packet flows to interact with fluid flows within each network queue. Different from previous schemes that require physical division of the virtual network between the fluid model and packet-oriented simulation, our hybrid model allows full integration of the two paradigms making it possible to dynamically change the composition of traffic flows to allow the simulation to keep up with real time. Experiments show that our model provides a good prediction of the network behavior. More important, as we increase the proportion of packet flows, the simulation is capable of capturing more detail of the network traffic behavior at the expense of more computing time. Hence the tradeoff.