White Paper: Applying Machine Learning to Data Analytics

Extracting insights from machine data to predict product failures in order to reduce unplanned downtime and increase service operations efficiency.

What’s inside:

  • Required elements to predict how a product will perform and application of machine learning, data mining and modeling.
  • Use of Glassbeams’ SCALAR data transformation Platform with Apache Spark to process large-scale IoT machine data.
  • Benefits of Machine Learning in the connected medical device environment.


“At Canon Medical, our priority is to support our customers and their patients by providing Service solutions that help them face the challenges of today’s healthcare environment, including operational efficiency and productivity. With Clinsights from Glassbeam, we can arm our customers with insights about how they are using their systems, and facilities can apply this information to enhance efficiencies that benefit their organization and patients alike.”

Dominic Smith
Vice President, Service Field & Sales

  • Harris Health System
  • Scripps
  • MultiCare
  • Rady Childrens Safety in Every Moment
  • SCL Health Lutheran Now Intermountain Healthcare
  • Lovelace Health System
  • US Radiology Specialists - Imaging and Interventional Partners
  • Nashville Veterinary Specialists + Animal Emergency