On June 21, 2022, the US-based global content delivery network (CDN) provider and security company Cloudflare suffered an outage at 6:27 UTC that lasted until 7:42. The outage was caused by a network configuration error that affected 19 of Cloudflare's data center locations — Amsterdam, Atlanta, Ashburn, Chicago, Frankfurt, London, Los Angeles, Madrid, Manchester, Miami, Milan, Mumbai, Newark, Osaka, São Paulo, San Jose, Singapore, Sydney, Tokyo.

This week we released v5.0 of StackState’s observability and AIOps platform, which introduces a rich set of new capabilities. Our latest release contains a little something for everyone responsible for reliably running business critical workloads in dynamic environments – SREs, DevOps, central platform teams, even business teams – and for new and existing users alike.

In the early days of log analysis, application developers would use their logging libraries to write logs to files stored on a disk. After years of relying on those libraries, they found that they were unable to monitor the performance of their applications anymore because they didn’t understand the way their logging libraries worked. This led to a shift from using log files stored on a disk to using Syslog.

This essay explores AIOps and investigates if machine intelligence applies to IT operations (ITOps). I will dive into objection handling around artificial intelligence (AI) in pop culture and address the limitations around data sets and implicit bias coded into machines. Then, I will delve into what this means for ITOps and the ways AI-based parsing utilities can help operators and developers alike. How does Sumo Logic enable anomaly detection and identify threats?

Dashboards are a powerful tool for communicating a lot of information at once. Many Splunk apps are packaged with dashboards to help you make the most of your data. For example, the Microsoft 365 App for Splunk comes with a number of dashboards to provide insights around usage, incidents, and more.

Honeycomb uses AWS Lambda as a core part of our query execution architecture; Lambda’s ability to quickly allocate lots of resources and charge us only for use is invaluable to keeping Honeycomb fast and affordable. Our total Lambda bill is easily accessible in the AWS Console, but how do we know which customers or application areas dominate this bill? How do we judge the cost of changes we make to our own software?

In October 2021, the world’s largest social media platform suffered a massive worldwide outage affecting billions of customers. Facebook has a monthly active user base of 2.8 billion users, which increases to 3.5 billion when you include its subsidiaries such as Instagram, WhatsApp, and Oculus. The platform succumbed to a “Gigalapse,” which happens when a server can’t adequately respond to excessive demand.