Alluxio Resources

Find our rich collection of White Papers, Case Studies, Presentations, and Videos here.

Resources
Blog
Efficient Model Training in the Cloud with Kubernetes, TensorFlow, and Alluxio

A collaboration of Alibaba, Alluxio, and Nanjing University in tackling the problems of Deep Learning model training in the cloud. Our goal was to reduce the cost and complexity of data access for Deep Learning training in a hybrid environment, which resulted in over 40% reduction in training time and cost.

Blog
Everything you want to know about how to decouple SQL engines from Hive Data Warehouse

Are you using SQL engines, such as Presto, to query existing Hive data warehouse and experiencing challenges including overloaded Hive Metastore with slow and unpredictable access, unoptimized data formats and layouts such as too many small files, or lack of influence over the existing Hive system and other Hive applications?


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White Papers
A Case For Packing And Indexing In Cloud File Systems

Small (kilobyte-sized) objects are the bane of highly scalable cloud object stores. Larger (at least megabytesized) objects not only improve performance, but also result … Continued

White Papers
Alluxio: A Virtual Distributed File System

The world is entering the data revolution era. Along with the latest advancements of the Internet, Artificial Intelligence (AI), mobile devices, autonomous driving, and … Continued