Operations | Monitoring | ITSM | DevOps | Cloud

This is an example machine learning image recognition stack using AWS Lambda Container Images. Lambda container images can include more source assets than traditional ZIP packages (10 GB vs 250 MB image sizes), allowing for larger ML models to be used. This example contains an AWS Lambda function that uses the Open Images Dataset TensorFlow model to detect objects in an image.

Version Control also known as Source Control, is the process of tracking and managing the changes in software. Version control software keeps track of code changes and helps development team to analyze their work, identify each change set separately, point to a change using the version number and much more. Source Control is a defacto standard right now for any development and successful deployment of your code.

Virtualization monitoring can ensure your virtualized infrastructure is performing at its best capacity. The chances of issues on the part of the physical server escaping your sight are quite high, as several virtual machines (VM) are sharing resources. This is why it’s important to understand everything there is to virtualization and virtualization monitoring.

A data center migration into the cloud is often a daunting business initiative that can take years as you transition your existing hardware, software, networking, and operations into a brand new environment. In our roles with Google Cloud’s Professional Services organization, we work side by side with customers to collaboratively architect and enable data center migrations into Google Cloud. Over the years, we’ve participated in multiple migration journeys, and devised a general approach.

Tracking Apache server performance is important to avoid future problems. Hence, what is Apache? Apache is one of the most popular and widely used web servers. As an open source cross platform HTTP server, it can be run in a Linux, Unix, or Windows environment. Stable modular Apache architecture can be configured for multiple needs and it’s crucial to provide seamless and efficient server functionality.

Many organizations use out-of-date architecture patterns for developing relational databases which are a pain to manage, slow developers down, and limit testing and innovation. It’s time to modernize these environments and improve standards for database development. In the years I worked as a consultant specializing in SQL Server administration and tuning, I frequently fielded questions from customers about how to best manage databases in development and test environments.

Sometimes a seemingly well-configured and fully-functional monitoring system can malfunction and lose metrics. Subsequently, you get a distorted picture of what is happening with the monitoring object. In this article, we will look at the possible causes of Graphite dropping metrics and how to avoid it. MetricFire specializes in monitoring systems. You can use our product with minimal configuration to gain in-depth insight into your environments.

For Windows teams that adopt a DevOps approach, augmenting their native toolset (GPO, SCCM, PowerShell) can offer reliable and repeatable processes that successfully affect change. This quick overview highlights how Puppet Enterprise can complement existing Windows tools for better visibility and transparency across the automation processes.