DevOps Articles

Alluxio Accelerates Deep Learning in Hybrid Cloud Using Intel’s Analytics Z

by Details on the new architecture and workflow, as well as Alluxio’s performance benefits and benchmarks results will be discussed.

There is a huge overhead cost in loading all this data for each trial when the training data is stored in a remote storage system.

This is approximately a 1.5x speedup when Analytics Zoo uses Alluxio for loading the ImageNet training and testing data.

By leveraging Alluxio as a data layer on Analytics Zoo, the hybrid cloud solution provides acceleration of data loading in Analytics Zoo applications and deep learning analytics on big data systems.