ATCS: Auto-Tuning Configurations of Big Data Frameworks Based on Generative Adversarial Nets

ATCS: Auto-Tuning Configurations of Big Data Frameworks Based on Generative Adversarial Nets

Big data processing frameworks (e.g., Spark, Storm) have been extensively used for massive data processing in the industry. To improve the performance and robustness of these frameworks, developers provide users with highly-configurable parameters. Due to the high-dimensional parameter space and com...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Mingyu Li, Zhiqiang Liu, Xuanhua Shi, Hai Jin
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: IEEE 2020-01-01
Sarja:IEEE Access
Aiheet:
Big data
generative adversarial nets
spark
genetic algorithm
automatic tune parameters
Linkit:https://ieeexplore.ieee.org/document/9031432/

Internet

https://ieeexplore.ieee.org/document/9031432/

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