Adaptive Regression Prefetching Algorithm by Using Big Data Application Characteristics

Adaptive Regression Prefetching Algorithm by Using Big Data Application Characteristics

This paper presents an innovative prefetching algorithm for a hybrid main memory structure, which consists of DRAM and phase-change memory. To enhance the efficiency of hybrid memory hardware in serving big data technologies, the proposed design employs an application-adaptive algorithm based on big...

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Bibliographic Details
Main Authors: Mengzhao Zhang, Qian Tang, Jeong-Geun Kim, Bernd Burgstaller, Shin-Dug Kim
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
graph processing
regression algorithm
data prefetching
hybrid main memory
memory management
Online Access:https://www.mdpi.com/2076-3417/13/7/4436

Internet

https://www.mdpi.com/2076-3417/13/7/4436

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