Smart Data Prefetching Using KNN to Improve Hadoop Performance

Ghazali, Rana and Down, Douglas G. (2025) Smart Data Prefetching Using KNN to Improve Hadoop Performance. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

Hadoop is an open-source framework that enables the parallel processing of large data sets across a cluster of machines. It faces several challenges that can lead to poor performance, such as I/O operations, network data transmission, and high data access time. In recent years, researchers have expl

Item Type: Article
Date Deposited: 04 Mar 2026 18:32
Last Modified: 10 Apr 2026 22:53
URI: http://eprints.eai.eu/id/eprint/52909

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