Video description
A few months ago, 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.
Product information
- Title: Spot and overcome machine learning bottlenecks: Lessons from Baidu
- Author(s):
- Release date: May 2017
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 0636920459378
You might also like
video
How the Wall Street Journal uses Machine Learning to predict lead conversions
Chris Boyd and John Wiley explain how the Wall Street Journal uses machine learning and a …
video
Leveraging Machine Learning and Open Data for Smart Cities
Presented by Priscilla Boyd – Senior Manager, Data Analytics at Siemens Mobility This presentation discusses how …
video
Business Forecasting with AI at Fluidly: Building an intelligent cashflow engine
Cashflow is responsible for 80–90% of UK SME failure. Fluidly uses the wealth of financial data …
video
How Zocdoc uses machine learning to direct healthcare services
Brian Dalessandro surveys the various machine learning problems Zocdoc has faced and shares the data, legal, …