Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH scholarly article en Machado, Nuno; Maia, Francisco; Neves, Francisco; Coelho, Fábio; Pereira, José https://www.dagstuhl.de/lipics License: Creative Commons Attribution 3.0 Unported license (CC-BY 3.0)
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URN: urn:nbn:de:0030-drops-117979
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Minha: Large-Scale Distributed Systems Testing Made Practical

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Abstract

Testing large-scale distributed system software is still far from practical as the sheer scale needed and the inherent non-determinism make it very expensive to deploy and use realistically large environments, even with cloud computing and state-of-the-art automation. Moreover, observing global states without disturbing the system under test is itself difficult. This is particularly troubling as the gap between distributed algorithms and their implementations can easily introduce subtle bugs that are disclosed only with suitably large scale tests. We address this challenge with Minha, a framework that virtualizes multiple JVM instances in a single JVM, thus simulating a distributed environment where each host runs on a separate machine, accessing dedicated network and CPU resources. The key contributions are the ability to run off-the-shelf concurrent and distributed JVM bytecode programs while at the same time scaling up to thousands of virtual nodes; and enabling global observation within standard software testing frameworks. Our experiments with two distributed systems show the usefulness of Minha in disclosing errors, evaluating global properties, and in scaling tests orders of magnitude with the same hardware resources.

BibTeX - Entry

@InProceedings{machado_et_al:LIPIcs:2020:11797,
  author =	{Nuno Machado and Francisco Maia and Francisco Neves and F{\'a}bio Coelho and Jos{\'e} Pereira},
  title =	{{Minha: Large-Scale Distributed Systems Testing Made Practical}},
  booktitle =	{23rd International Conference on Principles of Distributed Systems (OPODIS 2019)},
  pages =	{11:1--11:17},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-133-7},
  ISSN =	{1868-8969},
  year =	{2020},
  volume =	{153},
  editor =	{Pascal Felber and Roy Friedman and Seth Gilbert and Avery Miller},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2020/11797},
  URN =		{urn:nbn:de:0030-drops-117979},
  doi =		{10.4230/LIPIcs.OPODIS.2019.11},
  annote =	{Keywords: Distributed software testing, Large scale distributed systems, Simulation}
}

Keywords: Distributed software testing, Large scale distributed systems, Simulation
Seminar: 23rd International Conference on Principles of Distributed Systems (OPODIS 2019)
Issue date: 2020
Date of publication: 11.02.2020


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