Today, coinciding with //BUILD 2019/ conference, we’re thrilled by launching ML.NET 1.0 release! You can read the official ML.NET 1.0 release announcement Blog Post here and get started at the ML.NET site here. In this blog post I'm providing quite a few additional technical details along with my personal vision that you might find interesti...
Context ------ UPDATE on May 13th 2019: The recommended way to deploy/run an ML.NET model into ASP.NET Core web apps or WebAPI services is by using the 'Microsoft.Extensions.ML' Integration package. Read about it in this tutorial: - Deploy an ML.NET model in an ASP.NET Core Web API The tutorial above uses optimized code based on an .NE...
We're currently evolving the .NET microservices guidance and eShopOnContainers reference application. One of the most important topics is about the API Gateway pattern, why it is interesting for many microservice-based applications but also, how you can implement it in a .NET Core based microservice application with a deployment based on Docker con...
Las arquitecturas basadas en Microservicios están emergiendo actualmente como opciones apropiadas para aplicaciones distribuidas de misión crítica. En una arquitectura basada en microservicios, la aplicación se construye basada en una colección de servicios que deben ser desarrollados, probados, versionados y desplegados en producción, de fo...
Background tasks and scheduled jobs are something you might need to implement, eventually, in a microservice based application or in any kind of application. The difference when using a microservices architecture is that you can implement a single microservice process/container for hosting these background tasks so you can scale it down/up as you n...
In ASP.NET Core you can use the simple built-in IoC container or you can also plug any other more advanced IoC container like Autofac. When plugin an external container like Autofac, you can still use ASP.NET Core methods like services.AddTransient<> or services.AddSingleton<> or you can also use the more granular methods in Autofac ba...
What is Swagger Swagger is a very much used open source framework backed by a large ecosystem of tools that helps you design, build, document, and consume your RESTful APIs. It is probably becoming as the main standard for this domain (APIs description metadata). The heart of Swagger is the Swagger Specification (API description metadata which is...
Even when these official images are still evolving, I think that a summary about the multiple Microsoft Docker images for .NET available at Docker Hub would be a “nice to have” thing. This blog post is related to my previous blog post on “Docker containers – Should I use .NET Core or .NET Framework?”, however I’m drilling down here into the specif...
The short answer is: “For Docker containers, use .NET Core whenever is possible”. But, below is a summary decision table depending on your architecture or application type and the server operating system you are targeting for your Docker containers. Take into account that if you are targeting Linux containers you will need Linux based Docker hos...
Last week (Sept. 19-22 2016) I delivered a similar event in Buenos Aires and in Santiago the Chile, afterwards. Here I post the agenda I delivered, a few pictures about it plus the decks I used about it. Morning Event – Developing microservices in the Cloud with .NET, Docker and Microsoft Azure Service Fabric Related technologies: - Microsoft .N...
