Pittsburgh JUG: John DesJardins on “Real-time stream processing and machine learning for Java & Microservices”
January 31, 2019 @ 6:00pm-8:00pm ()
- IBM Squirrel Hill, 1710 Murray Avenue, Pittsburgh, PA
Topic: Real-time stream processing and machine learning for Java & Microservices
Speaker: John DesJardins – Community Advocate and CTO for North America
Are you ready to take your algorithms to the next steps and get them working on real-world data in real time? We will walk through an architecture for taking a Machine Learning model from Training into deployment for inference within an Open Source platform for real-time stream processing. We will discuss the typical workflow from Data Exploration to Model Training through to real-time Model Inference (aka Scoring) on streaming data.
We’ll demonstrate a working example of a Machine Learning model being used on streaming data within Hazelcast Jet, an extremely powerful platform for distributed stream processing.
We will also touch on important considerations to ensure maximum flexibility for deployments that need the flexibility to run either OnPremise or in Cloud.