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AI, ML & Data Engineering

What You Should Know before Deploying ML in Production

What should you know before deploying machine learning projects to production? There are four aspects of Machine Learning Operations, or MLOps, that everyone should be aware of first. These can help data scientists and engineers overcome limitations in the machine learning lifecycle and actually see them as opportunities.

Francesca Lazzeri
on Jun 09, 2022
Culture & Methods

How to Accelerate Your Staff+ Career through Open Source Engagement

It takes many factors for an engineer to land a Staff+ position. In this article, you’ll find how contributing and engaging to open-source can help you sharpen critical Staff+ skills like writing communication, while helping increase your visibility and the odds of landing in such a position.

Alex Porcelli
on Jun 09, 2022
Mobile

Add Augmented Reality Effects to Android Apps Using the VrFace Library

In this article, we describe how to create augmented reality applications for Android using the open-source VrFace library. In the process, you will also learn about basic vision and ML techniques, including how to process camera frames using OpenCV and how to detect faces and facial feature points using appropriate models.

Oleg Stadnichenko
on Jul 28, 2021
Development

Virtual Panel: How Open-Source is Helping to Change the World

Open-source is not only at the heart of the Cloud and the enterprise as we know them today, it also powers many initiatives around the globe that aim to change how technology is leveraged to solve real-world issues and strive to make it accessible in a more equitable way. InfoQ has taken the chance to speak with several companies that are helping make it happen.

Mala Kumar Sruti Modekurty Thomas Maschler Sergio De Simone
on May 20, 2021
Cloud

Indestructible Storage in the Cloud with Apache Bookkeeper

At Salesforce, we required a storage system that could work with two kinds of streams, one stream for write-ahead logs and one for data. But we have competing requirements from both of the streams. Being the pioneers in cloud computing, we also required our storage system to be cloud-aware as the requirements of availability and durability are ever more increasing.

Anup Ghatage
on Apr 28, 2021
Web Development

Interview about JavascriptLandia, the Openjs New Individual Contributor Program

JavaScriptLandia is a new initiative by the OpenJS foundation that aims at individuals who wish to participate in the activities of the openJS foundations and contribute to open-source projects. To learn more about JavaScriptLandia and the challenges behind open-source projects we talk with Sara Chipps, a member of the OpenJS cross-project council who leads the initiative.

Guy Nesher
on Jan 20, 2021
Java

Running Axon Server in Docker and Kubernetes

Axon Server is an all-in-one solution for CQRS and ES applications written in Java for the Axon Framework. In Part 2 we continue by looking at the platform we run it on; in particular Docker and Kubernetes.

Bert Laverman
on Aug 20, 2020
Java

Running Axon Server - CQRS and Event Sourcing in Java

Axon Server Standard Edition is an Open Source, purpose-built solution supporting distributed CQRS and Event Sourcing applications written in Java with the Axon Framework. Part one in this series discusses running it locally and explores aspects of Administration/Security and Configuration. It also discusses more advanced features available with the Enterprise Edition - Clustering/Multi-Contexts.

Bert Laverman
on Jun 05, 2020
Architecture & Design

Using OpenAPI to Build Smart APIs for Dumb Machines

This article discusses how to build, manage and maintain APIs with OpenAPI, including some of the most notable features in v. 3.0.

Adam Leventhal
on Jun 21, 2019
Culture & Methods

Q&A on the Book Risk-First Software Development

The book Risk-First Software Development by Rob Moffat views all of the activities on a software project through the lens of managing risk. It introduces a pattern language to classify different risks, provides suggestions for balancing risks, and explores how software methodologies view risks.

Ben Linders Rob Moffat
on Jun 18, 2019
Development

Will Cloud Computing Kill Open Source Development?

While open source development is not going to disappear, the future of commercial open source is not very promising. Cloud providers are adopting open source software without necessarily adding value, or supporting future development. No industry consensus exists on the best way to fund open source development. Many continue to believe that open source software should be free.

Heather J. Meeker Paul Dix Matt Klein Michael Stiefel
on Nov 21, 2018
Mobile

Your Roadmap to an Open Mobile Application Development Strategy

This article explains why, in a fast-changing mobile app environment, organizations should aim for flexibility by using an open development infrastructure for their mobile app development. This infrastructure should support multiple deployment options, decouple the front-end and MBaaS infrastructure, enable task automation by using both cloud services and a low-code development approach.

Olivier Picciotto
on Jul 11, 2018