Big Data, Machine Learning and Cloud Deployment with Java
Java Frameworks, Libraries and Languages
Regardless of your experience, this track will challenge your knowledge on the core features of the Java language, syntax and modules. We'll cover various tools from deployment and IDEs, to debugging, testing and monitoring. If you're looking to refine your core Java skills, look no further!
Big data and cloud infrastructures utilize Java as a development and runtime environment. We’ll get concrete with tutorials, experiments and evaluations around frameworks for deployment, clustering, building data lakes and machine learning clusters. NoSQL and graph oriented databases will be featured, along with the implementation of ML algorithms over big data infrastructures round out the track.
Reza Rahman - Java EE 8 and the Open Future of Java EE - What You Need to Know!
Java EE 8 has been the most community opinion driven release in the history of the platform. Java EE 8 solidly enables HTTP/2, Server-Sent Events (SSE), JSON and aligning all parts of the platform with Java SE 8. It includes a much awaited security API overhaul as well as a slew of critical updates to APIs like JSF, JPA, JAX-RS and CDI.
Carol McDonald - Introduction to Building a Distributed Machine Learning Pipeline for Real Time Analysis of Uber Data using Apache APIs: Kafka, Spark, and HBase
In this talk we will look at a solution that combines real-time data streams with machine learning to analyze and visualize popular Uber trip locations in New York City. You will see the end-to-end process required to build this application using Apache APIs for Kafka, Spark, and HBase.
Rossen Stoyanchev - Web Stack Choices in Spring Framework 5
In this talk you'll learn how the Spring Framework team made sense of this present day landscape, about the range of new choices available in Spring Framework 5 and Spring Boot 2 for web applications, and of course how applications can make sense and make decisions for themselves.
Renaud Pawlak - Type-safe Invocations of a JAX-RS API with TypeScript: Application to Data Visualization
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