YARN

Clusters and workloads migration from Hadoop 2 to Hadoop 3

Hadoop 2 to Hadoop 3 migration is a hot subject. How to upgrade your clusters, which features present in the new release may solve current problems and bring new opportunities, how are your current processes impacted, which migration strategy is the most appropriate to your organization? […]

By |2018-08-17T09:36:26+00:00July 25th, 2018|Categories: Big Data|Tags: , , , |0 Comments

Deep learning on YARN: running Tensorflow and friends on Hadoop cluster

With the arrival of Hadoop 3, YARN offer more flexibility in resource management. It is now possible to perform Deep Learning analysis on GPUs with specific development environments, leveraging available resources. This article is a based on the presentation of Wandga Tan, Apache Hadoop PMC menber, at the DataWorks Summit 2018. It mostly focus on [...]

By |2018-07-24T19:43:12+00:00July 24th, 2018|Categories: Data Science, DataWorks Summit 2018|Tags: , , , |0 Comments

YARN and GPU Distribution for Machine Learning

This article goes over the fundamental principles of Machine Learning and what tools are currently used to run machine learning algorithms. We will then see how a resource manager such as YARN can be useful in this context and how it can help the algorithms to run smoothly. This article stems from a conference at [...]

By |2018-06-07T10:25:09+00:00May 30th, 2018|Categories: Data Science, DataWorks Summit 2018|Tags: , , |2 Comments