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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Solving E-Commerce's Cold Start Problem with Azure ML

Imagine visiting an e-commerce site that instantly understands your preferences, offering tailored product recommendations from the first click. For our client, this vision was about creating a seamless, engaging experience for new users by providing immediate, personalized suggestions. Using Azure ML Studio, we turned this vision into reality by solving key challenges like the “cold start problem” and building a robust recommendation system. Here’s how we made it happen.

Tips on troubleshooting your network like a pro

Sometimes life can be pointless, and other times, it might just be that your network has stopped working, and now you have too much time to ponder the true purpose of life. If you are in that second situation, let’s get that network fixed before you start regretting your life choices. Troubleshooting is a repetitive yet rigorous process where you analyze and test individual network components like a chef checking every ingredient before cooking up a delicious dish.

What does OOMKilled mean and how do I prevent it?

When creating production-level applications, enterprises want to ensure the high availability of services. This often results in a lengthy development process that requires extensive testing for the applications or a new release. This involves testing the behavior of the application under load, measuring the performance metrics, and accounting for the resource consumption. All this is done to ensure that the application does not behave unexpectedly when being used by clients.

Top 5 Azure Monitoring tools to maximize application and service performance

Many organizations migrate their workloads to the cloud or begin leveraging what the cloud offers. However, to keep their businesses up and running during this process, organizations still require integrating their systems in the cloud, like Dynamics365, Salesforce, and ServiceNow, with Azure Integration Services (AIS) and potentially on-premises. One crucial aspect of such integrations is keeping them healthy and available, which requires monitoring and diagnostics.