Articles

The Challenge of Monitoring Containers at Scale

The adoption of containers, and the associated desire to build microservices, is causing a paradigm shift within the monitoring space. Application functionality is becoming more granular and more independently scalable and resilient, which is a challenge for traditional monitoring solutions. InfoQ recently sat down with a series of container monitoring experts and explored these challenges.

Microservices Evolution at SoundCloud

At the MicroXchg conference in Berlin, Bora Tunca from SoundCloud presented the evolution of SoundCloud’s microservices architecture throughout the years. We had the opportunity to interview him and learn more about SoundCloud’s architecture evolution and microservices in general.

Spark in Action Book Review & Interview

In the "Spark in Action" book, authors Petar Zecevic and Marko Bonaci discuss the Apache Spark framework for data processing (batch and streaming data use cases). They introduce the architecture of Spark and core concepts such as Resilient Distributed Datasets (RDDs). InfoQ spoke with them about Apache Spark, developer tools, and the upcoming features and enhancements in the future releases.

One API, Many Facades?

An interesting trend is emerging in the world of Web APIs, with various engineers and companies advocating for dedicated APIs for each consumer with particular needs. Beyond any ideal design of your API, reality strikes back with the concrete and differing concerns of varied API consumers. You might need to optimize your API accordingly.

Will AI Surpass Human Intelligence? Interview with Prof. Jürgen Schmidhuber on Deep Learning

Unified Data Modeling for Relational and NoSQL Databases

Current enterprise data architectures include NoSQL databases co-existing with relational databases. However, NoSQL data management currently lacks mature methods and tools to manage NoSQL data. In this article, author discusses a solution for managing both NoSQL and relational databases using Unified Data Modeling techniques.

Graph API in a Large Scale Environment

MyHeritage is a rapidly-growing destination used around the world to discover, preserve and share family histories. There is increasing demand for our services, accessed both internally and externally by our partners via the FamilyGraph API. Millions of API calls are made every day providing a huge challenge in terms of performance, scalability and security.

Q&A With Mike Talks on Why Agile Testing Needs Deprogramming

Mike Talks, Test Manager at Datacom, gave a talk at the Agile New Zealand 2015 conference on Deprogramming the Cargo Cult of Testing. Afterwards he explained why agile testing needs deprogramming, and how this can be done.

Metadata-Driven Design: Creating an User-Friendly Enterprise DSL

What if we could create a language that could be easily understood by the layman but yet enforce those rules that apply to our business domain? What if a snippet of this language could then be interpreted and performed at runtime, without the need for recompilation or redeployment of the system? Aaron Kendall shows how to build such a domain-specific language for a saavy but non-technical crowd.

Why I No Longer Use MVC Frameworks

User interfaces have used the MVC pattern for decades, yet it hasn't kept pace with the demands of modern applications. To meet new demands and to speed up development, Jean-Jacques Dubray introduces a new pattern: State-Action-Model (SAM). SAM is a reactive, functional pattern that strives to simplify the interaction between the data model and the view.

A Reference Architecture for the Internet of Things

This is the first article of a two article series in which we try to work from the abstract level of IoT reference architectures towards the concrete architecture and implementation for selected use cases. This first article will cover the definition of a more concrete and comprehensible architecture whereas the second part will then apply this architecture to actual use cases.

Microservices in the Real World

An interview with Alexander Heusingfeld and Tammo van Lessen about getting operations involved in architecture and dealing with "us vs. them" behavior when applying DevOps, how to use the Self-Contained Systems approach to modernize software systems, similarities and differences between Self-Contained Systems and microservices, improving deployment pipelines and using measurements in deployment.