Watch on demand Alluxio videos: Talks & Presentations

Fast Big Data Analytics and Machine Learning Using Alluxio and Spark in Baidu

March 28, 2016

Strata+Hadoop World 2016 – Baidu deployed Alluxio to accelerate its big data analytics workload. Bin Fan and Haojun Wang explain why Baidu chose Alluxio, as well as the details of how they achieved a 30x speedup with Alluxio in their production environment with hundreds of machines. Based on the success of the big data analytics engine, Baidu is currently expanding the Alluxio and Spark infrastructure to accelerate other applications, such as machine learning.

Tags: analytics, big data, compute, data, data engineering, data orchestration, machine learning, performance, storage

Tachyon: A Memory Centric Storage System for Big Data Computing

March 9, 2016

Strata+Hadoop World 2016 – Tachyon, a memory-centric fault-tolerant distributed storage system. An introduction of architecture, performance evaluation, and real world use cases.

Tags: architecture, big data, data, distributed systems, performance, rdd, spark, storage

How Companies are Using Tachyon, a Memory Centric Distributed Storage

November 22, 2015

ODSC West 2015 – Tachyon, a memory-centric fault-tolerant distributed storage system. An introduction of architecture, performance evaluation, and real world use cases.

Tags: architecture, big data, data, distributed systems, performance, rdd, spark, storage

Tachyon Further Improve Spark’s Performance

July 18, 2014

Spark Summit 2014 – Haoyuan Li introduces Tachyon, a distributed in-memory storage system. Along with how Tachyon can further improve Spark’s performance and the integration between the two systems.

Tags: apache spark, big data, conference, distributed systems, performance, spark

Alluxio video presentations