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The latest News and Information on Log Management, Log Analytics and related technologies.

How to Start Contributing to Open Source with OpenTelemetry

Today, open source software is everywhere – from Linux-based servers, to Android smartphones, to the Firefox Web browser, to name just a handful of open source platforms in widespread use today. But the open source code driving these innovations doesn't write itself. It's developed by open source contributors – and you could be one of them.

Introduction to K8s Horizontal Pod Autoscaling | Monitor Autoscaling in Splunk Observability Cloud

In this video, I’m going to introduce you to Horizontal Pod Autoscaling in Kubernetes and monitoring autoscaling events in Splunk Observability Cloud. I’ll first walk through our simple application deployment definition. We will analyze the metrics of that application in Splunk Observability cloud, identifying that the application is under resource pressure. I’ll then discuss the scaling options at our disposal, and we will walk through an implementation of a Horizontal Pod Autoscaler that will automatically scale our pods according to the load they are receiving.

Dogfooding at Mezmo: How we used telemetry pipeline to reduce data volume

Like many other organizations, we at Mezmo struggle with a lot of telemetry data, and for a while our team configured our logs to be sent to a global Mezmo Log Analysis account in our SaaS so we would have a single pane of glass to view all of our logs. Our SRE team wanted to make sure that we have experience utilizing our new pipeline product. We set out some goals before we started using telemetry pipeline.

Best Windows Server Monitoring Tools

Server monitoring involves continuously observing and tracking the performance, availability, and health of servers within an IT infrastructure and is a vital process for organizations aiming to enhance their servers. By conducting server monitoring, with the assistance of server monitoring tools, your organization can detect issues such as hardware failures or software glitches promptly allowing for quick resolutions as server monitoring tools continuously track server health and performance metrics.

What is Log Aggregation? A Complete Guide

As modern IT infrastructure becomes increasingly complex, businesses generate massive amounts of logs compared to the past in real time. Therefore, streamlining this unstructured log data into a more structured form becomes vital with this growing complexity. Organizations must collect unstructured log data from various sources, extract meaning from them, and store them in a centralized repository. That’s where Log Aggregation comes in.

Elastic Observability 8.15: AI Assistant, OTel, and log quality enhancements

Elastic Observability 8.15 announces several key capabilities: New and enhanced native OpenTelemetry capabilities: Elastic AI Assistant enhancements: Large language model (LLM) observability for Azure OpenAI: Elastic Observability now provides deep visibility on the usage of the Azure OpenAI Service. The integration includes an out-of-the-box dashboard that summarizes the most relevant aspects of the service usage, including request and error rates, token usage, and chat completion latency.

Applying a Data Engineering Approach to Telemetry Data

The exponential growth of telemetry data presents a significant challenge for organizations, who often overspend on data management without fully capitalizing on its potential value. To unlock the true potential of their telemetry data, organizations must treat it as a valuable enterprise asset, applying rigorous data engineering principles to glean the critical insights and accelerated investigations this data is meant to enable. The telemetry data platform approach democratizes access across disciplines and personas and fosters widespread utilization across the organization.