Analysis and experimentation of Internet Traffic Generator
نویسندگان
چکیده
Network researchers have dedicated a notable part of their efforts to the area of modeling traffic and in particular to the definition of rigorous statistical models. We feel that there is a strong demand for traffic generators capable to reproduce realistic application traffic according to theoretical models. Indeed, nowadays the trend is changing and network researchers are melting together networking and stochastic knowledge in order to fill in the actual gap. This work presents an integrated set of tools we called Internet Traffic Generator (ITG), which allows to reproduce TCP and UDP traffic and to accurately replicaie appropriate stochastic processes for both IDT (Inter Departure Time) and PS (Packet Size) random processes. We believe that ITG shows interesting properties when compared to other traffic generators. Keywords— Network Traffic Generator, Network Traffic Models, Network Performance Evaluation
منابع مشابه
Optimal Choice of Random Variables in D-ITG Traffic Generating Tool using Evolutionary Algorithms
Impressive development of computer networks has been required precise evaluation of efficiency of these networks for users and especially internet service providers. Considering the extent of these networks, there has been numerous factors affecting their performance and thoroughly investigation of these networks needs evaluation of the effective parameters by using suitable tools. There are se...
متن کاملAdvanced operations research techniques for multi-constraint QoS routing in internet
Internet Traffic has grown exponentially over last few years due to provision of multiple class services through Internet backbone. With the explosive use of Internet, contemporary Internet routers are susceptible to overloads and their services deteriorate drastically and often cause denial of services. In this paper, an analysis is made how forecasting technique, routing algorithm and Genetic...
متن کاملDetecting Bot Networks Based On HTTP And TLS Traffic Analysis
Abstract— Bot networks are a serious threat to cyber security, whose destructive behavior affects network performance directly. Detecting of infected HTTP communications is a big challenge because infected HTTP connections are clearly merged with other types of HTTP traffic. Cybercriminals prefer to use the web as a communication environment to launch application layer attacks and secretly enga...
متن کاملFeature Extraction to Identify Network Traffic with Considering Packet Loss Effects
There are huge petitions of network traffic coming from various applications on Internet. In dealing with this volume of network traffic, network management plays a crucial rule. Traffic classification is a basic technique which is used by Internet service providers (ISP) to manage network resources and to guarantee Internet security. In addition, growing bandwidth usage, at one hand, and limit...
متن کاملAutomating DDoS Experimentation
While the DETER testbed provides a safe environment and basic tools for security experimentation, researchers face a significant challenge in assembling the testbed pieces and tools into realistic and complete experimental scenarios. In this paper, we describe our work on automating experimentation for distributed denial-ofservice attacks. We developed the following automation tools: (1) the Ex...
متن کامل