Dynamic Resource Allocation
Description
AI workloads must efficiently distribute CPU-bound tasks (like video decoding or text tokenization) and GPU-bound tasks (like deep learning model training).
Level: feature
Articles Addressing This Problem (2):
Supercharging the ML and AI Development Experience at Netflix with Metaflow
The article discusses the enhancements made to Metaflow, a framework for managing machine learning and AI workflows at Netflix. It introduces a new...
tech2
Added: Nov 6, 2025
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Paradigm Shifts in Data Processing for the Generative AI Era
"AI-centric" data processing focuses on preparing and managing large-scale, multimodal datasets efficiently for AI model training, fine-tuning, and...
vision
Added: Feb 5, 2025
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