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Logging

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

Datadog on Building an Event Storage System

When Datadog introduced its Log Management product, it required a new event data storage platform, as storing logs and events is a completely different problem from storing metrics, which was the first Datadog product. Over time, Datadog introduced more and more products that needed to store and index multi-kilobyte timeseries “events”, re-using the Event Platform infrastructure from Log Management. The increased use of the Event Platform and the new feature requirements coming from new products started exposing the limitations of the legacy system and the need for a new approach

SigNoz - Logs Performance Benchmark

Logs are an integral part of any system that helps you get information about the application state and how it handles its operations. The goal of this blog is to compare the commonly used logging solutions, i.e., ElasticSearch(ELK stack) and Loki(PLG stack), with SigNoz on three parameters: ingestion, query, and storage. Performance benchmarks are not easy to execute. Each tool has nuances, and the testing environments must aim to provide a level playing field for all tools.

How to set up Heartbeat Alerts within Sematext

Monitoring is an essential part of any IT infrastructure, as it allows you to keep track of the performance and health of your systems. However, simply monitoring your systems is not enough - you need to be alerted when something goes wrong so that you can take action to fix the issue. With Sematext, we automatically set up heartbeat alerts for many of our integrations. However, you can always customize your alerts to suit your needs. You can choose to receive these alerts via email, SMS, or even through a chat tool like Slack.

Optimizing the AWS CloudWatch Log Process

Amazon’s native monitoring and management service AWS CloudWatch is great for basic monitoring and alerts. However, on its own, it may not be the best solution for analyzing log data at scale — especially if you need to analyze data outside of AWS. Many teams may find themselves restricted by retention issues and basic analytic features with Amazon CloudWatch logs for troubleshooting use cases.

Dos and Don'ts of Observability: Lessons Learned from RedMonk

On November 16, 2022, I sat down with analyst KellyAnn Fitzpatrick from RedMonk to discuss my favorite topic: observability. This time, we looked at observability in a context of what to do and what to avoid doing as you’re starting and going on an observability journey. Click the image below (or here) for a replay of the session. A machine-generated transcript is available at the end of the post.

Top 10 Logging Frameworks Across Various Programming Platforms

A logging framework is a software tool that helps developers output diagnostic information during the execution of a program. This information is used to debug the program or monitor its performance. There are many different logging frameworks available, starting with simple logging libraries to full-fledged logging and observability platforms.

Logstash Alternatives in 2023: 10 Best Options

Data processing involves collecting, organizing, and manipulating data in a systematic manner in order to extract useful information from it. It involves a series of steps that are performed on a set of data to transform it into a more meaningful and functional form for a specific purpose. Starting from collecting the data to the end part of processing it, data undergoes several layers of checks and balances before it is let out as we see it.

Application Performance Monitoring in the Gaming Industry

The gaming industry delivers specialized software at scale to users who expect a flawless interface. Application performance monitoring (APM) will measure critical software performance parameters using telemetry data. By monitoring this data, teams can ensure their game delivers the best user experience and quickly detect when the software needs updates to fix errors or meet key performance indicators (KPIs).

Tis the Season: 3D Observability for Prometheus + Grafana + Octoprint

You may get lucky this holiday season with a new 3D printer, either as a gift or something you give yourself as a reward for all your hard work this year. Household 3D printers have made tremendous strides in ease of use and affordability over the last decade.