A System for Evaluating Big Data Analytics Performance

Despite of advances in systems and practices, performancemeasurement remains instrumental in helping organization discoverexistingproblems and propose viable solutions. On big data Analytics (BDA), more efforts are being focused, butperformance side is still a room for improvement. This paper discus...

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Published inInternational journal of engineering and advanced technology Vol. 9; no. 1; pp. 1679 - 1683
Main Authors Mohamed, Ismail, Jusoh, Yusmadi Yah, Abdullah, Rusli, Nor, Rozi Nor Haizan, Suriani, Lilly
Format Journal Article
LanguageEnglish
Published 30.10.2019
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ISSN2249-8958
2249-8958
DOI10.35940/ijeat.A2637.109119

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Abstract Despite of advances in systems and practices, performancemeasurement remains instrumental in helping organization discoverexistingproblems and propose viable solutions. On big data Analytics (BDA), more efforts are being focused, butperformance side is still a room for improvement. This paper discusses the development and implementation of performance measurement prototype system for big data systems. With this system, organizations can continually assess the performance gains and setbacks of their big data systems. The systems were developed based on measures and metrics retrieved from the extant literature. Then it was evaluated through review of subject-matter experts and usability survey. The development process of the prototype and the results of the evaluation are presented in this paper.
AbstractList Despite of advances in systems and practices, performancemeasurement remains instrumental in helping organization discoverexistingproblems and propose viable solutions. On big data Analytics (BDA), more efforts are being focused, butperformance side is still a room for improvement. This paper discusses the development and implementation of performance measurement prototype system for big data systems. With this system, organizations can continually assess the performance gains and setbacks of their big data systems. The systems were developed based on measures and metrics retrieved from the extant literature. Then it was evaluated through review of subject-matter experts and usability survey. The development process of the prototype and the results of the evaluation are presented in this paper.
Author Suriani, Lilly
Abdullah, Rusli
Mohamed, Ismail
Jusoh, Yusmadi Yah
Nor, Rozi Nor Haizan
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