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Assia Ben-Khelifa

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Open access 2026

The Hidden Cost of Container Networking: CNI Overlay Throughput Constraints in Kubernetes-Managed Apache Spark Versus Native Hadoop MapReduce on Bare-Metal Edge Hardware

This paper examines the impact of migrating large-scale data processing frameworks from bare-metal servers to cloud-native environments on system performance. Specifically, we compare traditional Hadoop MapReduce deployed on bare-metal infrastructure with Apache Spark running on Kubernetes, using a 200 GB TeraSort work...

Habiba Ben Abderrahmane, Yu-Nan Li, Assia Ben-Khelifa et al. · 0 citations

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