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Infrastructure-Aware Functional Testing of MapReduce Programs

dc.contributor.authorMorán Barbón, Jesús 
dc.contributor.authorRivas, Bibiano
dc.contributor.authorRiva Álvarez, Claudio A. de la 
dc.contributor.authorTuya González, Pablo Javier 
dc.contributor.authorCaballero, Ismael
dc.contributor.authorSerrano, Manuel
dc.description2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW), Vienna, 2016spa
dc.description.abstractPrograms that process a large volume of data generally run in a distributed and parallel architecture, such as the programs implemented in the processing model MapReduce. In these programs, developers can abstract the infrastructure where the program will run and focus on the functional issues. However, the infrastructure configuration and its state cause different parallel executions of the program and some could derive in functional faults which are hard to reveal. In general, the infrastructure that executes the program is not considered during the testing, because the tests usually contain few input data and then the parallelization is not necessary. In this paper a testing technique is proposed to generate different infrastructure configurations for a given test input data, and then the program is executed in these configurations in order to reveal functional faults. This testing technique is automatized by using a test engine and is applied to a case study. As a result, several infrastructure configurations are automatically generated and executed for a test case revealing a functional fault that is then fixed by the developerspa
dc.description.sponsorshipThis work was supported in part by project TIN2013- 46928-C3-1-R, funded by the Spanish Ministry of Science and Technology, and GRUPIN14-007, funded by the Principality of Asturias (Spain) and ERDF funds and Vice President for Research and Science Policy with BIN1637 INITIATION SCHOLARSHIPspa
dc.format.extentp. 171-176spa
dc.relation.ispartof2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)spa
dc.rights© 2016 IEEE
dc.titleInfrastructure-Aware Functional Testing of MapReduce Programsspa
dc.relation.projectIDPrincipado de Asturias-FEDER/GRUPIN14-007

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