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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Alluxio video presentations
Tech Talk: The Path to Migrating off MapR

If you’re a MapR user, you might have concerns with your existing data stack. Whether it’s the complexity of Hadoop, financial instability and no … Continued

Alluxio video presentations
Orchestrate a Data Symphony

In this talk, HY discussed the key challenges and trends impacting data engineering, and explores the concept of Data Orchestration. … Continued