NFS Archives | Alluxio

Speeding up I/O for Machine Learning ft Apple Case Study using TensorFlow, NFS, DC OS, & Alluxio

January 15, 2020

This talk will guide the audience on how Alluxio can greatly simplify the data preparation phase in with remote and possibly multiple data sources. We will share the lessons and benchmark from Bill Zhao an engineer led in Apple when building a Machine Learning platform using Tensorflow, NFS, DC/OS and Alluxio.

Tags: dc/os, machine learning, NFS, POSIX, storage, tensorflow

Alluxio at Strata + Hadoop World San Jose 2017

March 16, 2017 by Calvin Jia

Calvin Jia introduces Alluxio, explain how Alluxio can help Spark be more effective, show benchmark results with Spark RDDs and DataFrames, and describe production deployments with both Alluxio and Spark working together.

Tags: alluxio engineering, apache spark, aws s3, ceph, conference, data, data engineering, data orchestration, Gluster, Google Cloud Storage, hdfs, NFS, performance, scale, spark, storage

Tag: NFS