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AI, ML & Data Engineering

The Estimation Game - Techniques for Informed Guessing

In this article, author Carlos Bueno discusses the strategies for estimating the server capacity for big data projects and initiatives, with the help of two case studies.

Carlos Bueno
on Sep 26, 2015
DevOps

Infrastructure Code Reviews

As infrastructure becomes code, reviewing (and testing) provides the confidence necessary for refactoring and fixing systems. Reviews also help spread consistent best practices throughout an organization and are applicable where testing might require too much scaffolding.

Chris Burroughs
on Sep 24, 2015
AI, ML & Data Engineering

Machine Learning and Cognitive Computing

Based on a webinar on analytics, this article covers the topics of machine learning and cognitive computing, and how these fields are related to artificial intelligence (AI). Panelists discuss how this technology is being applied in digital marketing space and what concerns organizations have in providing machine learning services.

Seth Earley
on Sep 19, 2015
DevOps

Article Series: Patterns of DevOps Culture

Healthy organizations exhibit similar patterns of behavior, organization and improvement efforts. In this series we explore some of those patterns through testimonies from their practitioners and through analysis by consultants in the field who have been exposed to multiple DevOps adoption initiatives.

Manuel Pais
on Sep 18, 2015
DevOps

Leadership, Mentoring and Team Chemistry

How does fire fighting compare to DevOps? Michael Biven, team lead at Ticketmaster, shares important lessons on leadership, mentoring and team chemistry from his experience as a fire fighter.

Michael Biven
on Sep 17, 2015
AI, ML & Data Engineering

Garage Door Openers: An Internet of Things Case Study

In this article, author discusses how to design an Internet-connected garage door opener ("IoT opener") to be secure. He talks about cloud service authentication and security improvements offered by networked openers, like two-factor authentication (2FA). He also discusses security infrastructure for IoT devices, which includes user authentication, access policy creation & enforcement.

Jonathan Margulies
on Sep 13, 2015
AI, ML & Data Engineering

Breaking Down Data Silos with Foreign Data Wrappers

Author Lenley Hensarling discusses the Foreign Data Wrapper (FDW) feature in Postgres database. FDW provides a SQL interface for accessing data objects in remote data stores to integrate data from disparate sources like NoSQL databases and bring them into a common model.

Lenley Hensarling
on Sep 09, 2015
Mobile

Meeting Developer Demands with WebRTC and CloudRTC Platforms

The WebRTC API lets developers easily integrate real-time comms into their apps. This article is the second part of a two part series analyzing the market of WebRTC platforms. It compares data from late 2013 / early 2014 to a survey conducted in April and May of this year as part of an ongoing coverage of the cloud real-time communications platform market.

Peter Crocker
on Sep 08, 2015
DevOps

How Different Team Topologies Influence DevOps Culture

There are many different team topologies that can be effective for DevOps. Each topology comes with a slightly different culture, and a team topology suitable for one organisation may not be suited to another organisation, even in a similar sector. This article explores the cultural differences between team topologies for DevOps, to help you choose a suitable DevOps topology for your organisation.

Matthew Skelton
on Sep 02, 2015
Mobile

Metadata-Driven Design: Building Web APIs for Dynamic Mobile Apps

More than ten years ago, software architect Kevin Perera invented a design method for architectures that was called "metadata-driven design and development". In this article, Aaron Kendall explains how to use this design method and outlines similarities as well as differences to current techniques like RESTful services or HATEOAS by implementing a metadata-driven mobile application.

Aaron Kendall
on Sep 01, 2015
DevOps

Executable Images - How to Dockerize Your Development Machine

Every developer knows the pain of incompatible software. By using Docker executable images developers can take advantage of container technology to better control their development environments.

Quinten Krijger
on Aug 29, 2015
DevOps

Practical Postmortems at Etsy

We take a look at Etsy's blameless postmortems, both in terms of philosophy, process and practical measures/guidance to avoid blame and better prepare for the next outage. Because failures are inevitable in complex socio-technical systems, it’s the failure handling and resolution that can be improved by learning from postmortems.

Daniel Schauenberg
on Aug 22, 2015

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