PAC: A monitoring framework for performance analysis of compression algorithms in Spark

In Spark, a massive amount of immediate data inevitably leads to excessive I/O overhead. To mitigate this issue, Spark incorporates four compression algorithms to reduce the size of the data for better performance. However, compression and decompression only constitute a portion of the overall logic...

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Vydané v:	Future generation computer systems Ročník 157; s. 237 - 249
Hlavní autori:	Zhu, Changpeng, Han, Bo, Li, Gang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.08.2024
Predmet:	Compression algorithms Log analysis Performance comparison Root-cause analysis Spark Log analysis Performance comparison Root-cause analysis Spark Compression algorithms
ISSN:	0167-739X, 1872-7115
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