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Machine Learning & Recommender Systems at Netflix Scale
Xavier Amatriain discusses the machine learning algorithms and architecture behind Netflix' recommender systems, offline experiments and online A/B testing.
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My Other Internet is a Mirage
Anil Madhavapeddy suggests a different approach to building Internet services avoiding the complexity of today's services which incorporate many policies and security mechanisms.
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Exploring the Future of Web Tooling with Brackets
Narciso Jaramillo demonstrates tools and prototypes that have been built into and on top of Brackets, discusses the Brackets architecture and its extensibility model, and lessons learned building it.
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Core.async - Communicating Sequential Processes using Channels, in Clojure
Rich Hickey presents the motivation, design and use of the Clojure core.async library, the reasons for choosing the CSP approach and how it helps to structure applications.
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One Backend Per User: 100% Data Privacy / 0 Scaling Issues
Michiel de Jong suggests solving the data privacy and scalability issues by enabling mobile apps to connect to user's preferred back-end using Dropbox.js, GDrive JS, NimbusBase, remoteStorage.io, etc.
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API-Driven Development for Both Ends
Jakub Nesetril presents a practical example of prototyping, developing and testing an application using a structured description of its API.
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Data & Infrastructure at Airbnb
Brenden Matthews describes the infrastructure built at Airbnb using Mesos in order to support Hadoop and Storm.
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Redesigning PayPal APIs for Scale and Simplicity
Deepak Nadig, Praveen Alavilli present how PayPal redesigned its APIs based on lessons learnt developing their services in over 14 years, and the principles, patterns and anti-patterns used.
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Scaling Pinterest
Details on Pinterest's architeture, its systems -Pinball, Frontdoor-, and stack - MongoDB, Cassandra, Memcache, Redis, Flume, Kafka, EMR, Qubole, Redshift, Python, Java, Go, Nutcracker, Puppet, etc.
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What Makes a Great API?
John Musser explains how to transform a good API into a great one based on his experience with thousands of APIs at ProgrammableWeb and API Science.
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Adopting Continuous Delivery: Adjusting your Architecture
Rachel Laycock advises on designing systems for rapid deployment, avoiding delivering pitfalls by using micro services and evolutionary architecture.
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API Security and Federation Patterns
The role of API management infrastructure in API Security, API Access Control and API Federation and its interaction with enterprise infrastructure, social identity and application developers.
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