An innovative parameter optimization of Spark Streaming based on D3QN with Gaussian process regression

An innovative parameter optimization of Spark Streaming based on D3QN with Gaussian process regression

Nowadays, Spark Streaming, a computing framework based on Spark, is widely used to process streaming data such as social media data, IoT sensor data or web logs. Due to the extensive utilization of streaming media data analysis, performance optimization for Spark Streaming has gradually developed in...

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Bibliographic Details
Main Authors: Hong Zhang, Zhenchao Xu, Yunxiang Wang, Yupeng Shen
Format: Article
Language:English
Published: AIMS Press 2023-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
spark streaming
gaussian process regression
dueling double dqn
parameter optimization
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023647?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023647?viewType=HTML

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