Book Image

Hands-On Microservices with C#

By : Matt Cole
Book Image

Hands-On Microservices with C#

By: Matt Cole

Overview of this book

C# is a powerful language when it comes to building applications and software architecture using rich libraries and tools such as .NET. This book will harness the strength of C# in developing microservices architectures and applications. This book shows developers how to develop an enterprise-grade, event-driven, asynchronous, message-based microservice framework using C#, .NET, and various open source tools. We will discuss how to send and receive messages, how to design many types of microservice that are truly usable in a corporate environment. We will also dissect each case and explain the code, best practices, pros and cons, and more. Through our journey, we will use many open source tools, and create file monitors, a machine learning microservice, a quantitative financial microservice that can handle bonds and credit default swaps, a deployment microservice to show you how to better manage your deployments, and memory, health status, and other microservices. By the end of this book, you will have a complete microservice ecosystem you can place into production or customize in no time.
Table of Contents (16 chapters)
11
Trello Microservice – Board Status Updating
12
Microservice Manager – The Nexus

Creating a Machine Learning Microservice

Machine learning is everywhere nowadays. But do you think you can turn machine learning into a microservice? Of course we can! We can execute all of the instructions, which are distinct calls we make in our machine learning application, and send and process them via messages. We can then make the final result available to anyone that wants it, an instant microservice!

In this chapter, we will learn the following:

  • How to create a microservice that can implement machine learning techniques
  • How to use the ConvNet open source framework
  • How to expand this example to meet your particular needs