Pranay Jain

Fraunhofer Institute for Integrated Circuits IIS, Germany, Intelligent Embedded Systems (IES) - Lab, University of Freiburg, Germany

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Eval Frameworks & Benchmarks (1)Inference & Quantization (1)

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Maximilian Kasper (1)Göran Köber (1)Axel Plinge (1)Dominik Seuß (1)

Papers (1)

Feb 19, 2026

3w ago·also Center for Artificial Intelligence and Robotics (CAIRO), Freiburg

Pareto Optimal Benchmarking of AI Models on ARM Cortex Processors for Sustainable Embedded Systems

Forget brute-force – Pareto analysis reveals the sweet spot between energy consumption and model accuracy for AI on ARM Cortex processors, guiding developers to sustainable embedded AI.

Pranay Jain, Maximilian Kasper, Göran Köber +2

Distributed Systems & Hardware Eval Frameworks & Benchmarks Inference & Quantization

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Pranay Jain

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)