Continuous Integration

4 considerations for Machine Learning System in Production

Source:- infoworld.com Writing a recommendation engine isn’t easy, but at least it’s straightforward. Given a large data set and some symptoms, you can determine what disease a patient might have. The problem is getting that recommendation engine, written in R or Python, and integrating it with an existing medical records system written in a more traditional language and delivered over the web. Most of the attempts to do this look a bit like a wonderful mosaic quilt … with a

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Habitat application portability and understanding dynamic linking of ELF binaries

Source – blog.chef.io I do not come from a classical computer science background and have spent the vast majority of my career working with Java, C# and Ruby – mostly on Windows. So I have managed to evade the details of exactly how native binaries find their dependencies at compile time and runtime on Linux. It just has not been a concern in the work that I do. If my app complains about missing low level dependencies, I find a binary

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Continuous Deployment to Google Cloud Platform with Drone

Source:- nytimes.com Over the course of the last year, the software development teams at The New York Times have been evaluating Google Cloud Platform for use in some of our future projects. To do this, we’ve surveyed a wide variety of software management techniques and tools, and we’ve explored how we might standardize building, testing and deploying our systems on GCP. Our newly formed Delivery and Site Reliability Engineering team came up with two methods of deployment with Google Container

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Continuous Integration and Continuous Delivery

Source : 126kr.com/ week we are highlighting the most talked about issues from the Flux7 blog in 2016. While new AWS services are always being announced, sometimes making it hard to keep up, we found that a lot of discussion revolved around process management and how to best use new features and tools to streamline DevOps processes like continuous integration and continuous delivery (CI/CD). As we all know CI/CD is a key tenet of successful DevOps with automation playing a starring

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