Sep 23–26, 2019

Boris Lublinsky
Principal Architect, Lightbend

Boris Lublinsky is a principal architect at Lightbend, where he specializes in big data, stream processing, and services. Boris has over 30 years’ experience in enterprise architecture. Previously, he was responsible for setting architectural direction, conducting architecture assessments, and creating and executing architectural road maps in fields such as big data (Hadoop-based) solutions, service-oriented architecture (SOA), business process management (BPM), and enterprise application integration (EAI). Boris is the coauthor of Applied SOA: Service-Oriented Architecture and Design Strategies, Professional Hadoop Solutions, and Serving Machine Learning Models. He’s also cofounder of and frequent speaker at several Chicago user groups.

Sessions

1:30pm–5:00pm Tuesday, September 24, 2019

Location: 1E 15/16

Hands-on machine learning with Kafka-based streaming pipelines

Data Engineering and Architecture

Secondary topics: Model Development, Governance, Operations

Boris Lublinsky (Lightbend), Dean Wampler (Anyscale)

Boris Lublinsky and Dean Wampler examine ML use in streaming data pipelines, how to do periodic model retraining, and low-latency scoring in live streams. Learn about Kafka as the data backplane, the pros and cons of microservices versus systems like Spark and Flink, tips for TensorFlow and SparkML, performance considerations, metadata tracking, and more. Read more.