A Survey on Automatic Parameter Tuning for Big Data Processing Systems

HerodotouHerodotos,ChenYuxing,LuJiaheng

A Survey on Automatic Parameter Tuning for Big Data Processing Systems

2020

HerodotouHerodotos
ChenYuxing
LuJiaheng

Big data processing systems (e.g., Hadoop, Spark, Storm) contain a vast number of configuration parameters controlling parallelism, I/O behavior, memory settings, and compression. Improper paramete...

Keywords:

Data mining
Storm
Computer science
big data processing
Self-tuning
Spark (mathematics)

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