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Workload Generation for Scalable Social Computing Applications

by David L. Mills
"... A major challenge for developers of large scale social computing applications is generating a realistic workload to test their system's ability to scale. Scaling is defined as servicing more or fewer users while keeping the cost per user constant [6]. Social Computing sites such as Facebook, Tw ..."
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A major challenge for developers of large scale social computing applications is generating a realistic workload to test their system's ability to scale. Scaling is defined as servicing more or fewer users while keeping the cost per user constant [6]. Social Computing sites such as Facebook

Synthetic Workload Generation for Load-balancing Experiments

by Pankaj Mehra, Benjamin W. Wah - Proc. First Symposium on High Performance Distributed Computing , 1995
"... This paper describes Dynamic Workload Generator (DWG), a facility for generating realistic and reproducible synthetic workloads for use in load-balancing experiments. For such experiments, the generated workload must not only mimic the highly dynamic resource-utilization patterns found on today&apos ..."
Abstract - Cited by 9 (2 self) - Add to MetaCart
This paper describes Dynamic Workload Generator (DWG), a facility for generating realistic and reproducible synthetic workloads for use in load-balancing experiments. For such experiments, the generated workload must not only mimic the highly dynamic resource-utilization patterns found on today

TMunit: A Transactional . . . and Workload Generation Tool

by Derin Harmanci, Pascal Felber, Vincent Gramoli, Martin Süßkraut, Christof Fetzer , 2008
"... Transactional memory (TM) is expected to become a widely used parallel programming paradigm for multi-core architectures. To reach this goal, we need tools that not only help to develop TM, but also test them and evaluate them on a wide range of workloads. In this paper, we introduce a novel tool, T ..."
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, TMUNIT, that is both a unit testing and workload generation tool. Its primary objective is to help TM designers specify (by example), test and optimize TM designs. TMUNIT provides a domain-specific language for describing transactional workloads for performance evaluation, and transactional schedules

A Workload Generation Toolkit for Cloud Computing Applications

by Aaron Beitch, Brandon Liu, Timothy Yung, Rean Griffith, Armando Fox, David A. Patterson, Aaron Beitch , 2010
"... All rights reserved. ..."
Abstract - Cited by 8 (2 self) - Add to MetaCart
All rights reserved.

Synthetic Workload Generation for Parallel Processing Systems

by Hannes Pfneiszl, Gabriele Kotsis , 1996
"... In the performance evaluation for parallel systems, modeling and generating the workload (i.e. the (set of) programs) is one of the most important and crucial tasks. While benchmarks are frequently used to characterize the real workload in measurement studies, they often fail to adequately descr ..."
Abstract - Cited by 2 (1 self) - Add to MetaCart
In the performance evaluation for parallel systems, modeling and generating the workload (i.e. the (set of) programs) is one of the most important and crucial tasks. While benchmarks are frequently used to characterize the real workload in measurement studies, they often fail to adequately

ABSTRACT A Framework for Malicious Workload Generation

by Joel Sommers, Vinod Yegneswaran, Paul Barford
"... Malicious traffic from self-propagating worms and denialof-service attacks constantly threatens the everyday operation of Internet systems. Defending networks from these threats demands appropriate tools to conduct comprehensive vulnerability assessments of networked systems. This paper describes MA ..."
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in an extensible library for attack traffic specification and generation. To demonstrate the capability of MACE, we provide an analysis of stress tests conducted on a popular firewall and two popular network intrusion detection systems. Our results expose potential weaknesses of these systems and reveal

TECHNIQUES FOR SYNTHETIC INPUT/OUTPUT WORKLOAD GENERATION

by Bo Hong , 2002
"... ..."
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Abstract not found

SWORD: SCALABLE AND FLEXIBLE WORKLOAD GENERATOR FOR DISTRIBUTED DATA PROCESSING SYSTEMS

by L. F. Perrone, F. P. Wiel, J. Liu, B. G. Lawson, D. M. Nicol, R. M. Fujimoto, Kay S. Anderson, Joseph P. Bigus, Eric Bouillet, Parijat Dube, Nagui Halim, Zhen Liu, Dimitrios Pendarakis
"... Workload generation is commonly employed for performance characterization, testing and benchmarking of computer systems and networks. Workload generation typically aims at simulating or emulating traffic generated by different types of applications, protocols and activities, such as web browsing, em ..."
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Workload generation is commonly employed for performance characterization, testing and benchmarking of computer systems and networks. Workload generation typically aims at simulating or emulating traffic generated by different types of applications, protocols and activities, such as web browsing

MediSyn: A synthetic streaming media service workload generator

by Wenting Tang, Hewlett Packard Labs, Yun Fu, Ludmila Cherkasova, Amin Vahdat - in Proc. of the 13th International Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV 2003 , 2003
"... Currently, Internet hosting centers and content distribution networks leverage statistical multiplexing to meet the performance requirements of a number of competing hosted network services. Developing efficient resource allocation mechanisms for such services requires an understanding of both the s ..."
Abstract - Cited by 41 (8 self) - Add to MetaCart
of streaming media relative to traditional web objects, principally different client access patterns and significantly larger computational and bandwidth overhead associated with a streaming request. To understand the characteristics of these new workloads we use two long-term traces of streaming media

STREAMING WORKLOAD GENERATOR FOR TESTING BILLING MEDIATION PLATFORM IN TELECOM INDUSTRY

by B. Johansson, S. Jain, J. Montoya-torres, J. Hugan, E. Yücesan, Eric Bouillet, Parijat Dube
"... Billing Mediation Platform (BMP) in Telco is used to process real-time streams of Call Detail Records (CDRs) which can number tens of billions a day. The comprehensive records generated by BMPs can be used for billing and accounting, fraud detection, campaign management, spam filtering, traffic anal ..."
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require CDRs with realistic volumetric and contextual properties. We propose WLG, a framework for testing and benchmarking BMPs which involves generating high volumes of CDRs representative of real-world data. The framework is flexible in its ability to express and tune the workload generation to simulate
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