caching-ml-dotnet

Caching in ML.NET to Quickly Retrain Machine Learning Models

You, I, and even John next door know that machine learning has made your machines “smarter” by predicting future outcomes, using the data fed to them. ML.NET is the de facto standard in .NET for machine learning, that allows you to train models upfront and make predictions accurately. Let’s suppose you have an ML.NET application…

scale-microservices-performance

Scale Microservices Performance with Distributed Caching

In this article, we will go through how a distributed caching solution can drastically improve the overall performance and throughput of your microservices-based application. In a typical microservices-based application, multiple microservices work together while remaining loosely coupled and scalable. The application has services that are needed to satisfy core business requirements such as keeping track…

Distributed Data Structures in NCache

Using Distributed Data Structures in NCache

Native data structures offer a conventional method of storing and retrieving data. Through their implementation, they provide concurrency to your standalone applications – which is great, except that they are only limited to the threads inside an application process. And with scalable applications running on more than one server, the need to share the state…

NCache Monitoring Best Practices

Best Practices for Monitoring NCache in Production

Let’s suppose you have an e-commerce business which uses a distributed cache such as NCache for faster response times. During the holiday season, your cache cluster is expected to serve thousands of connected clients, but instead, your Customer Support team is bombarded with complaints about website downtime and slow user experience. What went wrong? Not…

redhat-openshift-img

Deploying NCache as Distributed Cache in Red Hat OpenShift

The introduction of container technology has improved the ease of application development. Kubernetes is an Opensource platform and it handles the orchestration of your containers on multiple machines. Red Hat OpenShift is a container platform by Red Hat that provides an auto-scaling cloud application platform. It is built around application containers that are powered by…