Coloured Petri nets: basic concepts, analysis methods and practical use, volume 3
Coloured Petri nets: basic concepts, analysis methods and practical use, volume 3
StreamGen: A Workload Generation Tool for Distributed Information Flow Applications
ICPP '04 Proceedings of the 2004 International Conference on Parallel Processing
SWORD: scalable and flexible workload generator for distributed data processing systems
Proceedings of the 38th conference on Winter simulation
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Flow: A Stream Processing System Simulator
PADS '10 Proceedings of the 2010 IEEE Workshop on Principles of Advanced and Distributed Simulation
Streaming workload generator for testing billing mediation platform in telecom industry
Proceedings of the Winter Simulation Conference
Generating synthetic task graphs for simulating stream computing systems
Journal of Parallel and Distributed Computing
On the suitability of dissemination-centric access control systems for group-centric sharing
Proceedings of the 4th ACM conference on Data and application security and privacy
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Testing and benchmarking of stream processing systems requires workload representative of real world scenarios with myriad of users, interacting through different applications over different modalities with different underlying protocols. The workload should have realistic volumetric and contextual statistics at different levels: user level, application level, packet level etc. Further realistic workload is inherently distributed in nature. We present a scalable framework for synthesis of distributed workload based on identifying different layers of workload corresponding to different time-scales. The architecture is extensible and modular, promotes reuse of libraries at different layers and offers the flexibility to add additional plug-ins at different layers without sacrificing the efficiency.