Dean Wampler, Ph.D.
Industry expert in ML engineering, streaming data, and Scala.
O'Reilly author and frequent public speaker.
Works for Anyscale. Lives in Chicago.
Talks & Papers
Trends Affecting System Architectures
GOTO Chicago Nights, April 2, 2019
A look at how the increasing importance of handling data quickly is driving applications towards streaming. In particular, the challenges of leveraging machine learning and AI in these streaming applications.
Executive Briefing: What It Takes to Use ML in Fast Data Pipelines
Strata San Francisco, London, and NYC 2019
A briefing for managers and executives about the challenges of serving ML models in a streaming data context.
Executive Briefing: What You Need to Know about Fast Data
Strata London and NYC 2018
A briefing for managers and executives about the trends in Fast Data and how the impact on their organizations.
Streaming Microservices with Akka Streams and Kafka Streams
Strata San Jose and London 2018, Scala Days NYC 2018, Reactive Summit 2018, YOW! 2018
I discuss processing data in microservices using Akka Streams and Kafka Streams, vs. using tools like Spark and Flink.
Stream All the Things!!
Software Architecture Conference NYC 2017, Strata London and NYC 2017
I discuss the emerging architecture for large-scale stream data processing, that also integrates the best of microservice architectures.
All Talks & Papers...