Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing Article

Jia, Danlin, Wang, Li, Valencia, Natalia et al. (2024). Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing . IEEE Transactions on Cloud Computing, 12(1), 13-25. 10.1109/TCC.2023.3329129

cited authors

  • Jia, Danlin; Wang, Li; Valencia, Natalia; Bhimani, Janki; Sheng, Bo; Mi, Ningfang

authors

publication date

  • January 1, 2024

published in

keywords

  • Apache Spark
  • Cluster computing
  • Computer Science
  • Computer Science, Information Systems
  • Computer Science, Software Engineering
  • Computer Science, Theory & Methods
  • Heuristic algorithms
  • JVM memory management
  • Java
  • Memory management
  • Q-learning
  • Science & Technology
  • Sparks
  • Task analysis
  • Technology
  • distributed data processing
  • machine learning

Digital Object Identifier (DOI)

start page

  • 13

end page

  • 25

volume

  • 12

issue

  • 1