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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

Author

D. Thain

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Jul 2026

Hybrid Workflow Composition for Extreme-Scale Data Processing: A Case Study on the HL-LHC (Extended Version)

This paper presents a novel simulation framework for characterizing the interplay between taskset granularity and system-level constraints and demonstrates that hybrid composition strategies, which dynamically balance taskset independence with execution grouping, can yield up to 3.8x throughput increase and a 14.9x reduction in network overhead.

A. M. Rodrigues, D. Thain · 0 citations

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