Solving the Data Loading Challenge for Machine Learning with Alluxio

Alluxio’s Senior Solutions Engineer Roland Theron (https://www.linkedin.com/in/rolandtheron/) shares how Alluxio benefits model training workflows by reducing data loading times, allowing for better utilization of your compute resources.

To recreate this demo, download the Jupyter notebook and S3 dataset here: https://drive.google.com/drive/folders/1skdhfiVH018I02x3AsX4RrWKW74-qagv?usp=sharing

Read about how AliPay, the world’s largest mobile payment platform, leveraged Alluxio to significantly improve the speed and efficiency of their compute vision model training on billions of files: https://www.alluxio.io/blog/optimizing-alluxio-for-efficient-large-scale-training-on-billions-of-files/

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Видео Solving the Data Loading Challenge for Machine Learning with Alluxio канала Alluxio