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Microservices: State of the Union
Adrian Cockcroft discusses success/failure stories of adopting microservices, overviews what’s next with microservices and presents some of the techniques that have led to successful deployments.
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The Netflix API Platform for Server-Side Scripting
Katharina Probst talks about the situations in which server-side scripting is a good solution for applications. She describes Netflix’s first approach, which uses Groovy scripts.
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Handling Streaming Data in Spotify Using the Cloud
Neville Li and Igor Maravić cover the evolution of Spotify’s event delivery system, discussing lessons learned moving it into the cloud using Scio, a high level Scala API for the Dataflow SDK.
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Vowpal Wabbit, A Machine Learning System
John Langford discusses how to use Vowpal Wabbit in and as a machine learning system including architecture, unique capabilities, and applications, applied to personalized news recommendation.
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Large-Scale Stream Processing with Apache Kafka
Neha Narkhede explains how Apache Kafka was designed to support capturing and processing distributed data streams by building up the basic primitives needed for a stream processing system.
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Online Data Mining and Machine Learning
Edo Liberty presents some basic concepts and an introduction to the subfields of machine learning and data mining.
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Incident Response: Trade-offs Under Pressure
John Allspaw provides a glimpse into how other fields handle incident response, including active steps companies can take to support engineers in those uncertain and ambiguous scenarios.
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Lead the Revolution by Being Ordinary
Katherine Kirk shares real life, practical steps and techniques that she's successfully used to help solve tough tech people issues with teams, executives and divisions.
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Distributed Consensus: Making the Impossible Possible
Heidi Howard explores how to construct resilient distributed systems on top of unreliable components. Howard discusses which algorithms are best suited to different situations.
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Hunting Unicorns - The Quest for Modern Agile
Alex Wilson and Vikki Read talk about their XP journey and how they have evolved from basic XP into a high functioning lean product development environment.
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Distributed Systems in Practice, in Theory
Aysylu Greenberg discusses some of the new architectural patterns from systems she has worked on at Google and the related work that provides insights into the motivations behind them.
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Meet the Node.js Antipatterns
Igor Soarez and Pedro Teixeira focus on the strengths of JavaScript in the enterprise by trying to isolate the antipatterns that are slowly beginning to emerge.
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