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Cybernetics and Information Technologies
Volume 20 (2020): Issue 6 (December 2020)
Open Access
Performance Optimization System for Hadoop and Spark Frameworks
Hrachya Astsatryan
Hrachya Astsatryan
Institute for Informatics and Automation Problems of the National Academy of Sciences of the Republic of Armenia
Yerevan, Armenia
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Astsatryan, Hrachya
,
Aram Kocharyan
Aram Kocharyan
Université Fédérale Toulouse Midi-Pyrénées
France
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Kocharyan, Aram
,
Daniel Hagimont
Daniel Hagimont
Université Fédérale Toulouse Midi-Pyrénées
France
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Hagimont, Daniel
and
Arthur Lalayan
Arthur Lalayan
National Polytechnic University of Armenia
Yerevan, Armenia
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Lalayan, Arthur
Dec 31, 2020
Cybernetics and Information Technologies
Volume 20 (2020): Issue 6 (December 2020)
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Published Online:
Dec 31, 2020
Page range:
5 - 17
Received:
Jul 06, 2020
Accepted:
Sep 25, 2020
DOI:
https://doi.org/10.2478/cait-2020-0056
Keywords
Hadoop
,
Spark
,
data compression
,
CPU/IO tradeoff
,
performance optimization
© 2020 Hrachya Astsatryan et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.