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

Kubernetes Log Management: The Basics

Log messages help us to understand data flow through applications, as well as spot when and where errors are occurring. There are a lot of resources for how to store and view logs for applications running on traditional services, but Kubernetes breaks the existing model by running many applications per server and abstracting away most of the maintenance for your applications. In this blog post, we focus on log management for applications running in Kubernetes by reviewing the following topics.

Logging for DevSecOps

Logging is probably not the first item to come to mind when most of us think about DevSecOps, a term that refers to the integration of security into DevOps processes, but it should be. Logging and log management play a critical role in helping to put DevSecOps principles into practice by ensuring that developers, IT operations staff, and security teams have the visibility and communication pipelines they need to prioritize security at all stages of the DevOps delivery cycle.

Continuous Intelligence: Why it's even more important post-pandemic

The COVID-19 pandemic has caused a business discontinuity in which digital transformation has gone from evolution to explosion overnight--doubling, tripling and quadrupling cloud application and infrastructure workloads. As these digital businesses and services scale to meet demand, the need to effectively monitor, troubleshoot and secure these services has never been more dependent on the need to collect, index and analyze all data in real time to speed response, improve services and remain agile under these conditions to drive better outcomes.

OpenTelemetry, Open Collaboration

OpenTelemetry — the merger of OpenCensus and OpenTracing — appeared in May of 2019, led by companies like Omnition (now a part of Splunk), Google, Microsoft, and others who are pushing the curve on observability. OpenTelemetry is a project within the Cloud Native Computing Foundation (CNCF) that has gathered contributors and supporters far and wide, becoming one of the most active projects found in open source today. It’s currently #2 behind only Kubernetes!

What's New in Logz.io with Infrastructure Monitoring? Upgrading to Open Source Grafana 7

Logz.io Infrastructure Monitoring just got some substantive upgrades to kick off the summer. The major change is the Grafana 7 update, specifically to version 7.0.3. This includes several new features. The Logz.io deployment will also include applying Grafana to logs. The Transform tab gives users the option to quickly add non-time series data to tables and then pair it with other data (time series or not) in your Metrics deployment.

Introduction into Eland - DataFrames and Machine Learning backed by Elasticsearch

Introduction into Eland, a Python package to analyse, explore and manipulate Elasticsearch data. In this talk, Seth Larson introduces us to Eland. Eland is a Python Elasticsearch client for exploring and analyzing data residing in Elasticsearch with a familiar Pandas-compatible API.

Logging Best Practices Part 2: General Best Practices

Isn’t all logging pretty much the same? Logs appear by default, like magic, without any further intervention by teams other than simply starting a system… right? While logging may seem like simple magic, there’s a lot to consider. Logs don’t just automatically appear for all levels of your architecture, and any logs that do automatically appear probably don’t have all of the details that you need to successfully understand what a system is doing.