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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Hina Tariq

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Open access Aug 2026

Predicting Runtime in Spark‐Like Systems With Allocation‐Aware Deterministic Models

Apache Spark is widely used for distributed data processing, but accurately predicting application execution time remains challenging because performance depends on application structure, resource configuration, and executor‐allocation behavior. This article presents two deterministic, graph‐based simulation mode...

Hina Tariq, O. Das · 0 citations

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