Operations | Monitoring | ITSM | DevOps | Cloud

While working on improving the Netdata PostgreSQL collector, we were monitoring our production PostgreSQL instance and something caught our attention immediately. The rows fetched ratio seemed really, really low for one particular database… there were missing indexes in PostgreSQL! Rows fetched ratio is the percentage of rows that contain data needed to execute the query (rows fetched), out of the total number of rows scanned (rows returned).

Whether you work in Manufacturing, Tech, or Retail, you’ve likely considered the impact of automation in your industry. The rapid digital transformation brought on by the COVID-19 pandemic forced many leaders to face this concern head-on. But for IT, there is no cause for alarm. Automation is not designed to replace the workforce; it is designed to be ITs greatest asset.

Kubeflow is an open-source MLOps platform that runs on top of Kubernetes. Kubeflow 1.6 was released September 7 2022 with Canonical’s official distribution, Charmed Kubeflow, following shortly after. It came with support for Kubernetes 1.22. However, the MLOps landscape evolves quickly and so does Charmed Kubeflow. As of today, Canonical supports the deployment of Charmed Kubeflow 1.6 on Charmed Kubernetes 1.23 and 1.24.

Spring Cloud and Kubernetes both complement each other to build a cloud native platform and run microservices on the Kubernetes containers. Kubernetes provides many features which are similar to Spring Cloud and Spring Config Server features. Spring framework has been around for many years. Even today, many organizations prefer to go with Spring libraries because it provides many features. It's a great deal when developers have total control over cloud configuration along with business logic source code.

IBM engineer Nigel Griffiths built nmon in the 1990s to monitor operating system performance data for AIX. Since its original launch, Griffiths revisited and revamped nmon. For example, he built an open-source version for Linux. Despite drastic change in the very nature of computing and exponential growth in storage, memory, and compute power, it wasn’t until 2018 that Griffiths sought to completely re-write the tool and bring it into alignment with modern computer systems.

Continuous availability and unceasing innovation are prerequisites for today’s digital businesses. So it makes sense that business leaders invest heavily in teams and tools to monitor digital apps and services. In theory, these tools should also free up time for engineers to push new functionalities that wow customers. But do these investments actually result in more uptime and customer-delighting innovations?

gRPC is an inter-process communication protocol used in high-performance applications in cloud computing, Internet of Things (IoT), mobile computing, and microservices environments. This article examines how gRPC works, how to use it, and how it compares to other popular API architectures. It also discusses a unique use case where gRPC excels.

Epinio is a Kubernetes-powered application development engine. Adding Epinio to your cluster creates your own platform-as-a-service (PaaS) solution in which you can deploy apps without setting up infrastructure yourself. Epinio abstracts away the complexity of Kubernetes so you can get back to writing code. Apps are launched by pushing their source directly to the platform, eliminating complex CD pipelines and Kubernetes YAML files.

We recently partnered with GameCI to bridge the gap between CircleCI and the game development scene. This partnership brought forth the Unity orb, a reusable component of config you can plug into your CircleCI configuration file to build and test your Unity projects. For a while now, continuous integration and delivery have been part of the software development cookbook of several software houses and IT departments. However, this is often not the case in game development.