When it comes to your analytics tools, would you say they’re getting easier to manage overall, or is it increasingly difficult? Can you easily scale to meet new compliance requirements, or is there so much custom work required that the pace of change is too much for your team to handle? Do you feel in control over how and where your observability data flows, or do you feel beholden to your vendors? This blog post will shed light on how you can ease the strain on your downstream systems.

Last year, International Data Corporation released its Data GlobalSphere Forecast, 2021-25, in which it outlined the projected 23% compound annual growth in data, leaping to 175 zettabytes of data globally. So the natural question becomes, what will the world do with that much data? And, more importantly, what can your business do with your data?

It’s 3pm on a Wednesday, and you’re really just done with the week already. You hear that “ping” from your Slack and know that you set notifications for direct messages only, which means, ugh, you have to pay attention to this one. It’s your boss, and she’s telling you to check your email. Then you see it, the dreaded audit documentation request. This will take you the rest of today and most of tomorrow.

At Nobl9’s annual SLOconf—the first conference dedicated to helping SREs quantify the reliability of their applications through service level objectives (SLOs)—Sumo Logic shared our contribution of slogen to the OpenSLO community, as well as our commitment to OpenSLO as an emerging standard for expressing SLOs as Code. slogen is an open source, SLO-as-code CLI tool based on the OpenSLO specification.

The recent release of Grafana 8.5 marks the start of enabling the jump from traces directly to Splunk logs. It’s a big leap that now allows you to draw a straight line between your traces — whether they are coming from Tempo, Zipkin, or Jaeger — to even more third-party logging data, all from the comfort of your traces view. Previously, the Grafana trace to logs enablement included only Loki logs.

Paris-based tech startup Offishall is all about simplifying and streamlining modern hybrid work. CTO Bruno Ronzani and his team rely on reliability, speed, and simplicity from DigitalOcean Droplets and Papertrail™ log management. This foundation helps ensure Offishall delivers the seamless web experience their customers—and regional manager Dwight K. Schrute—demand.

Kubernetes, a Greek word meaning pilot, has found its way into the center stage of modern software engineering. Its in-built observability, monitoring, metrics, and self-healing make it an outstanding toolset out of the box, but its core offering has a glaring problem. The Kubernetes logging challenge is its ephemeral resources disappearing into the ether, and without some 2005-style SSHing into the correct server to find the rolled over log files, you’ll never see the log data again.

System Monitor, better known as Sysmon, is one of my favorite security datasets. The data is crazy detailed and offers a great way to power security detection and response since it gives cyber security teams a roadmap to understand exactly what systems or people are doing while they use any Windows operating systems. The avalanche of the data is the downside and why observability engineers need tools like Cribl Stream to manage and enrich Sysmon data to make it more useful and more cost-effective.