LiTGen, a Lightweight Traffic Generator: Application to P2P and Mail Wireless Traffic

Rolland, Chloé; Ridoux, Julien; Baynat, Bruno

doi:10.1007/978-3-540-71617-4_6

Cited by 16 publications

(21 citation statements)

References 12 publications

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“…For example, the LiTGen traffic generator models traffic in a hierarchical generative manner, by modeling user sessions, the web pages downloaded in each session, the objects that compose each web page, and the packets needed to retrieve each object [575,574]. The distributions for the submodels are empirical distributions extracted from a trace, which typically have long tails, but the only ones that are really important to model correctly are the number of objects in a page and the packet interarrival times.…”

Section: Merged On-off Processesmentioning

confidence: 99%

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Workload Modeling for Computer Systems Performance Evaluation

Feitelson

2015

197

131

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Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains.

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Section: Merged On-off Processesmentioning

confidence: 99%

“…Similar models may be used for other types of interactive Internet traffic (e.g., email access, P2P file sharing, or media streaming). The differences among these types are due to the absence of specific levels, such as the level specifying the structure of web pages [574,151].…”

mentioning

confidence: 99%

Workload Modeling for Computer Systems Performance Evaluation

Feitelson

2015

197

131

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“…This tool has been used by many researchers [25], [26], [27], [28] for evaluating their traffic models with respect to the correct reproduction of the scaling structure of the modeled traffic. By comparing the busrtiness of the synthesized and original traffic at a variety of scales, researchers can evaluate how closely their model matches the correlation structure of the modeled network.…”

Section: B Energy and Scaling Behaviormentioning

confidence: 99%

Applying wavelets for the controlled compression of communication network measurements

Kyriakopoulos

Parish

2010

IET Commun.

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“…This approach has been used by many researchers [20], [21], [22], [23] for evaluating their traffic models with respect to the correct reproduction of the scaling structure of the modeled traffic. By comparing the busrtiness of the synthesized and original traffic at a variety of scales, researchers can evaluate how closely their model matches the correlation structure of the modeled network.…”

Section: Energy and Scaling Behaviormentioning

confidence: 99%