P. Basta

Master of Mathematics in Computer Science Waterloo , Ontario , Canada , 2026

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Oct 13, 2026

Master of Mathematics in Computer Science Waterloo5d ago

Towards Green AI: Evaluating Energy Efficiency for Quantized LLM Inference

Quantization can slash LLM inference energy costs by up to 4x with minimal accuracy loss, revealing a sweet spot for peak efficiency with long inputs and short outputs.

P. Basta

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

P. Basta

Publication activitypapers/week, last 8 weeks

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P. Basta

Publication activitypapers/week, last 8 weeks

Research focus

Papers (1)