Big Data Reduction Methods: A Survey

Research on big data analytics is entering in the new phase called fast data where multiple gigabytes of data arrive in the big data systems every second. Modern big data systems collect inherently complex data streams due to the volume, velocity, value, variety, variability, and veracity in the acq...

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Vydané v:	Data science and engineering Ročník 1; číslo 4; s. 265 - 284
Hlavní autori:	ur Rehman, Muhammad Habib, Liew, Chee Sun, Abbas, Assad, Jayaraman, Prem Prakash, Wah, Teh Ying, Khan, Samee U.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2016 Springer Nature B.V
Predmet:	Algorithm Analysis and Problem Complexity Artificial Intelligence Big Data Chemistry and Earth Sciences Computer Science Data acquisition Data compression Data mining Data Mining and Knowledge Discovery Data reduction Data systems Data transmission Database Management Machine learning Physics Redundancy Statistics for Engineering Systems and Data Security Dimensionality reduction Data complexity Big data Data compression Data reduction
ISSN:	2364-1185, 2364-1541
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