Elastic® Observability 8.12 announces general availability (GA) for the AI Assistant, Service Level Objectives (SLO), and Mobile APM support: Elastic Observability 8.12 is available now on Elastic Cloud — the only hosted Elasticsearch® offering to include all of the new features in this latest release. You can also download the Elastic Stack and our cloud orchestration products, Elastic Cloud Enterprise and Elastic Cloud for Kubernetes, for a self-managed experience.

In the labyrinth of IT systems, logging is a fundamental beacon guiding operational stability, troubleshooting, and security. In this quest, however, organizations often find themselves inundated with a deluge of logs. Each action, every transaction, and the minutiae of system behavior generate a trail of invaluable data—verbose, intricate, and at times, overwhelming.

As data volumes continue to grow and observability plays an ever-greater role in ensuring optimal website and application performance, responsibility for end-user experience is shifting left. This can create a messy situation with hundreds of R&D members from back-end engineers, front-end teams as well as DevOps and SREs, all shipping data and creating their own dashboards and alerts.

The Elastic APM K8s Attacher lets the Elastic APM agent auto-attach to the application in your pods by adding just one annotation to your deployment The Elastic® APM K8s Attacher allows auto-installation of Elastic APM application agents (e.g., the Elastic APM Java agent) into applications running in your Kubernetes clusters. The mechanism uses a mutating webhook, which is a standard Kubernetes component, but you don’t need to know all the details to use the Attacher.

Your networks are the highways that enable data transfers and cloud-based collaboration. Like highways connect people to physical locations, networks connect people to applications and databases. As you would look up the fastest route between two physical locations, your workforce members need the fastest connectivity between two digital locations. Network load balancers enable you to prevent and identify digital “traffic jams” by redistributing incoming network requests across your servers.

Speedily minimizing the negative impact of an information security incident is a fundamental element of information security management. The risks — loss of credibility in the eyes of users and other stakeholders, loss of business revenue and critical data, potential regulatory penalties — can significantly jeopardize your organization’s mission and objectives.

This blog explores a possible approach to collecting and formatting OpenShift Container Platform logs and audit logs with Red Hat OpenShift Logging Operator. We recommend using Elastic® Agent for the best possible experience! We will also show how to format the logs to Elastic Common Schema (ECS) for the best experience viewing, searching, and visualizing your logs. All examples in this blog are based on OpenShift 4.14.

How much of the data you collect is actually getting analyzed? Most organizations are focused on trying not to drown in the seas of data generated daily. A small subset gets analyzed, but the rest usually gets dumped into a bucket or blob storage. “Oh, we’ll get back to it,” thinks every well-intentioned analyst as they watch data streams get sent away, never to be seen again.

It is essential to configure log rotation for Docker containers. Log rotation is not performed by default, and if it’s not configured, logs on the Docker host can build up and eat up disk space. This guide will teach us how to set up Docker log rotation. Logs are an essential piece of telemetry data. Logs can be used to debug performance issues in applications.

The border between the management of telecommunications networks and the services that they support and the management of IT infrastructures and the applications that they support has always been a porous one. One might say that they are like two dialects of the same language rather than different languages. Nonetheless, these areas, whether characterised by technology or practice, are different and have, for the most part, been served by different vendors and products.