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Architecture & Design

Introducing Sock Shop: A Cloud Native Reference Application

This article describes Sock Shop, a fully containerized, microservice architecture, cloud native reference application developed by Weaveworks.

Ian Crosby
on May 25, 2017
Architecture & Design

Philipp Jovanovic on NORX, IoT Security and Blockchain

In this interview, originally published on InfoQ France, Mathieu Bolla talks to Philipp Jovanovic, a Cryptographer at EPFL, about NORX, IoT Security and keeping yourself safe on-line, and Blockchain.

Mathieu Bolla Philipp Jovanovic
on May 22, 2017
AI, ML & Data Engineering

Machine Learning Techniques for Predictive Maintenance

In this article, the authors explore how we can build a machine learning model to do predictive maintenance of systems. They discuss a sample application using NASA engine failure dataset to predict the Remaining Useful Time (RUL) with regression models.

Roshan Alwis Srinath Perera
on May 21, 2017
Web Development

Article Series: Reactive JavaScript

Reactive programming techniques are becoming more prevalent in the constantly changing JavaScript landscape. This article series hopes to provide a snapshot of where we're at, sharing multiple techniques; variations on a theme. From new languages like Elm to the way Angular has adopted RxJS, there's something for every developer, no matter what they're working with.

David Iffland
on May 15, 2017
AI, ML & Data Engineering

Predicting Movie Ratings: NLP Tools is What Film Studios Need

In this article, the author discusses how to use Natural Language Processing (NLP) techniques to predict the movie ratings using the data shared on social media platforms. Sentiment analysis of movie reviews can also be used to classify movies into different genres and to improve the movie recommendation systems.

Tatsiana Levdikova
on May 13, 2017
Cloud

Taking an Application-Oriented Approach to Cloud Adoption

Taking an infrastructure-centric approach to cloud adoption can lead to unrealized benefits. Architect Amit Kumar outlines eleven principles to consider when introducing cloud services into your architecture.

Amit Kumar
on May 09, 2017
Architecture & Design

Self Contained Systems (SCS): Microservices Done Right

Everybody seems to be building microservices these days. There are many different ways to split a system into microservices, and there appears to be little agreement about what microservices actually are - except for the fact that they can be deployed independently. Self-contained Systems are one approach that has been used by a large number of projects.

Eberhard Wolff
on May 03, 2017
AI, ML & Data Engineering

Pascal Desmarets on NoSQL Data Modeling Best Practices

NoSQL databases are specialized to store different types of data like Key Value, Documents, Column Family, Time Series, Graph, and IoT data. Pascal Desmarets talks about how to perform data modeling in NoSQL databases compared to the modeling in Relational databases.

Srini Penchikala
on May 01, 2017
AI, ML & Data Engineering

Virtual Panel: Data Science, ML, DL, AI and the Enterprise Developer

InfoQ caught up with experts in the field to demystify the different topics surrounding AI, and how enterprise developers can leverage them today and thereby render their solutions more intelligently.

Rags Srinivas
on Apr 27, 2017
AI, ML & Data Engineering

From Alibaba to Apache: RocketMQ’s Past, Present, and Future

Feng Jia and Wang Xiaorui share the core distributed systems principals behind RocketMQ, Alibaba's distributed messaging and data streaming platform now open sourced through the Apache Foundation.

Wang Xiaorui Feng Jia
on Apr 21, 2017
Culture & Methods

Q&A on The Rise and Fall of Software Recipes

Darius Blasband has written a book which challenges the conventional wisdom of software engineering: he protests against the adoption of recipes and standards-based approaches and rails against the status-quo. He calls himself a codeaholic who advocates for careful consideration of the specific context and the use of domain specific languages wherever possible.

Shane Hastie
on Apr 20, 2017
Development

Key Takeaway Points and Lessons Learned from QCon London 2017

This year was the 11th for QCon London; it was also our largest London event to date. Including our 140 speakers we had 1435 team leads, architects, and project managers attending 112 technical sessions across 18 concurrent editorial tracks and 16 in-depth workshops.

Abel Avram
on Apr 18, 2017