Operations | Monitoring | ITSM | DevOps | Cloud

When telemetry data (collected from system sources in observability) is analyzed collectively it provides insights into the relationships and dependencies within a distributed system. OpenTelemetry standardizes the collection and transmission of telemetry data to backend platforms, closing visibility gaps by offering a unified instrumentation format across all services.

While data lakes make it easy to store and analyze a wide variety of data types, they can become data swamps without the proper documentation and governance. Until you solve the biggest data lake challenges — tackling exponential big data growth, costs, and management complexity — efficient and reliable data analytics will remain out of reach.

What is the purpose of query logging in MySQL? Why is it important? How do you enable and configure it? In this article, we will address these questions and more. You will find a detailed guide on how to use mysqldumpslow to analyze slow query logs, along with tips on harnessing convenient GUI tools like dbForge Studio for MySQL to your advantage.

Monitoring Apache logs is crucial to ensure the health, security, and performance of web servers running the Apache HTTP Server software. Analyzing these logs continuously will, in turn, provide invaluable insight into web server activities related to web traffic patterns, user behavior, server errors, potential security threats, and performance metrics.

OpenTelemetry, OTel, is an incredible open-source observability framework that helps you collect, process, and export trace data. It's super valuable for engineers who want to understand their systems better. At the heart of this framework lies the OpenTelemetry Collector, a pivotal component that turns raw traces into useful metrics. Let’s explore the importance of the OpenTelemetry Collector and show you how it makes it easier for engineers to make sense of data.

As your data continues to grow and time remains critical, making data-driven decisions has never been more important (and let’s face it, that’s no small feat). Luckily, our new Scheduled Reporting feature is here to help—automatically delivering your logs, metrics, and tracing data in visually-rich custom dashboards, exactly when you need them, directly to the inboxes of your chosen recipients.

As organizations modernize their applications and deliver more complex, cloud-based services, the traditional boundaries between DevOps, SecOps, and ITOps are disappearing. Seamless collaboration between these teams, often referred to as DevSecOps, has become essential for efficiently addressing both reliability and security challenges.