VISP Testbed - A Toolkit for Modeling and Evaluating Resource Provisioning Algorithms for Stream Processing Applications

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Inspired by the current transition towards a data-centric society, more and more researchers investigate cost-efficient resource provisioning algorithms for stream processing applications. While these algorithms already cover a variety of different optimization strategies, they are rarely benchmarked against each other. This makes it almost impossible to compare these different algorithms. To resolve this problem, we propose the VISP Testbed, a toolkit which eases the development of new provisioning algorithms by providing a runtime for stream processing applications, a library of stream processing topologies, and baseline algorithms to systematically benchmark new algorithms.

Presentation

 @inproceedings{hochreiner2017zeus,
  author = {Hochreiner, Christoph},
  title = {{VISP Testbed - A Toolkit for Modeling and Evaluating Resource Provisioning Algorithms for Stream Processing Applications}},
  booktitle = {9\textsuperscript{th} ZEUS Workshop ({ZEUS 2017})},
  year = {2017},
  pages = {37--43},
  organization = {CEUR-WS},
  url = {http://ceur-ws.org/Vol-1826/paper7.pdf},
  speakerdeckid = {618d00f19e7e4da08f733083176bcb52}
}
 
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