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APM

The latest News and Information on Application Performance Monitoring and related technologies.

Log Monitoring 101 Detailed Guide [Included 10 Tips]

Log monitoring is the practice of tracking and analyzing logs generated by software applications, systems, and infrastructure components. These logs are records of events, actions, and errors that occur within a system. Log monitoring helps ensure the health, performance, and security of applications and infrastructure. Log Monitoring helps in early detection of potential issues, ensuring systems run smoothly and efficiently. In this detailed 101 guide on Log monitoring, we will learn.

OpenTelemetry in 2023 - What we learnt from the community and our users

OpenTelemetry has brought a sea change in the world of observability. The idea of the project was to standardize the instrumentation needed for generating telemetry. Teams shouldn’t need to change how they collect data if they want to try a new visualization/backend for the telemetry data. That was the vision. This idea seems to have resonated with the developer and devops communities.

Paving the Road for Proactive Reliability

At Expedia Group, Kaushik Patel and Nikos Katirtzis have thousands of engineers and micro-services. Heterogeneity in terms of infrastructure and technologies used over the years created inefficiencies and posed the need for a set of automated best practices for our engineering teams. Over the past 2 years, using a data-driven approach, we’ve worked on creating a set of platforms that helps teams to adopt good reliability practices, including chaos engineering, release safety, or automatic failover between cloud regions. In this talk Kaushik and Nikos will cover the platforms they’ve built, including how they used data to drive their investment decisions.

The Importance of Traces for Modern APM [Part 2]

In part 1, we looked at how the design plan of traditional monitoring technologies depended heavily on properties of the systems that were intended to monitor and then showed how those properties began to be undermined by an increase in complexity, an increase which can ultimately be captured by the concept of entropy. In this part, we will explore how increased entropy forces us to rethink what is required for monitoring.

LLM Observability with OpenTelemetry and SigNoz

In the rapidly evolving world of Large Language Models (LLMs), ensuring peak performance and reliability is more critical than ever. This is where the concept of 'LLM Observability' comes into play. It's not just about monitoring outputs; it's about gaining deep insights into the internal workings of these complex systems.

Top 11 Grafana Alternatives & Competitors [2024]

Are you looking for Grafana alternatives? Then you have come to the right place. Grafana started as a data visualization tool. It slowly evolved into a tool that can take data from multiple data sources for visualization. For observability, Grafana offers the LGTM stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). You need to configure and maintain multiple configurations for a full-stack observability setup.

Improved Dashboard Performance, Better Trace View UX & New Logs Processors - SigNal 32

Welcome to the last SigNal of 2023! 12 months of building and shipping things to make open-source observability available to teams of all sizes. What a great journey it has been for Team SigNoz in the year 2023. We crossed some great milestones - raised $6.5MN to supercharge our growth, more than 15,000 Github stars, and 8.6 million Docker downloads. And the best part of our journey has been building with our community.

Top 5 Azure Monitoring tools in 2024

Many organizations migrate their workloads to the cloud or begin leveraging what the cloud offers. However, to keep their businesses up and running during this process, organizations still require integrating their systems in the cloud, like Dynamics365, Salesforce, and ServiceNow, with Azure Integration Services (AIS) and potentially on-premises. One crucial aspect of such integrations is keeping them healthy and available, which requires monitoring and diagnostics.

How to export Azure Monitor Metrics using OpenTelemetry to SigNoz

Using OpenTelemetry Collector, you can collect metrics from Azure monitor and export them to any backend of your choice. Azure Monitor is a powerful service within the Microsoft Azure ecosystem that provides extensive metrics and logging capabilities. Yet the siloed nature of data in such tools can obscure the bigger picture, hindering a holistic view of system health. In this tutorial, we cover: If you want to jump straight into implementation, start with this Prerequisites section.