Category: Software, Database, Data, artificial-intelligence
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.
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.
Related Articles
Community Partners
DevOps Careers