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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

Marcel Lütke Dreimann

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2 papers indexed here

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Book Open access Sep 2026

hDAGs: A Directed Acyclic Graph Representation for Scheduling Tasks on Heterogeneous Hardware

The past decade has seen a variety of novel computational accelerators and disruptive memory systems, providing, e.g., in-memory or tensor processing capabilities. Executing tasks and placing data on these can drastically improve application performance, but only when done right - otherwise, performance may also degrad...

Marcel Lütke Dreimann, B. Friesel, Lilith Lenze et al. · 0 citations
Book Open access Sep 2026

Code Generation from Regression Trees for Microsecond-Scale Decisions in Operating Systems

This work examines the suitability of regression trees for fast (nano- to microsecond-scale) runtime decisions within operating systems, and is able to reduce inference latency by up to an order of magnitude compared to conventional approaches.

B. Friesel, Marcel Lütke Dreimann, Olaf Spinczyk · 0 citations

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