InfoQ Homepage Development Content on InfoQ
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Building a Recommendation Engine with Spring and Hadoop
Michael Minella uses Spring XD and Spring Batch to orchestrate the full lifecycle of Hadoop processing and uses Apache Mahout to provide the audience with the recommendation processing.
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Apps + Data + Cloud: What Does It All Mean?
Matt Stine presents how combine Spring Boot, Spring Data, Spring Reactor, Spring XD, Hadoop and run them in the cloud.
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Debugging Java 8: New Techniques for Fixing Production Code
Tal Weiss discusses some essential tools and advanced techniques Java developers can use in their code to debug live servers and resolve errors quickly.
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How I Learned to Stop Worrying & Love the Lambda
Todd Montgomery discusses how Java 8 has faired with a few new high performance network projects.
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Machine Learning for Programming
Peter Norvig keynotes on using machine learning techniques to solve more general software problems, helping both the advanced programmer and the novice one.
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The Quest for the Holy Integration Test
Ken Krueger and Rob Winch provide an overview of testing Spring Web applications.
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Creating Modular Test Driven SPAs with Spring and AngularJS
Gunnar Hillert provides an overview of the current landscape and illustrate the choices the Spring XD team has made for its user interface.
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Categories for the Working Programmer
Jeremy Gibbons explains categories, focusing on them as an organizing principle helpful in managing generic libraries.
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SQL Strikes Back! Recent Trends in Data Persistence and Analysis
Dean Wampler takes a look at SQL’s resurgence and specific example technologies, including: NewSQL, Hybrid SQL, SQL abstractions on top of file-based data, SQL as a functional programming language.
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Consistency without Consensus: CRDTs in Production at SoundCloud
Peter Bourgon provides a practical introduction to Conflict-free Replicated Data Types (CRDTs) and describes a production CRDT system built at SoundCloud to serve several product features.
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Following Google: Don’t Follow the Followers, Follow the Leaders
Mark Madsen explains the history of databases and data processing over the past decades and looks where the industry will go.
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The Evolution of Testing Methodology at AWS: From Status Quo to Formal Methods with TLA+
Tim Rath explains how and why Amazon incorporated more powerful testing methodologies, ultimately leading them to the use of formal methods where TLA+ has become a cornerstone to our overall strategy.
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