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Optimizing Generative AI Workloads for Sustainability and Cost - AIM253

AWS Events via YouTube

Overview

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Explore practical strategies for building efficient and cost-effective generative AI solutions in this 20-minute conference talk from AWS re:Invent 2025. Discover how to optimize generative AI workloads using AWS services including SageMaker and Bedrock while implementing sustainability best practices. Learn essential optimization techniques such as quantization and pruning to improve model efficiency, and master cost-saving infrastructure approaches including spot instances and intelligent storage tiering. Gain insights into leveraging AWS's native capabilities to develop high-performance AI solutions that balance environmental responsibility with budget constraints, enabling you to create more sustainable and economical generative AI implementations.

Syllabus

AWS re:Invent 2025 - Optimizing generative AI workloads for sustainability and cost (AIM253)

Taught by

AWS Events

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