Most engineers will tell you this: Troubleshooting today feels like trying to find your way out of a wild jungle, in the middle of a storm, at night, while a countdown clock is running. In other words, it’s ambiguous, nerve-racking, and plain difficult. But should this be the norm?

Are you looking for a way to increase your AIOps signal to noise ratio and get more value from your data? In this article we will explore how one can utilize OpenTelemetry’s collectors, processors and data models to add or enhance classification attributes. These attributes can help you use your AIOps tools more efficiently and derive more value from your current data.

Redundancy and resiliency are both important factors for keeping things running smoothly in many industries. For example: Even small businesses, like home-based operations or mom-and-pop shops, should think about redundancy and resiliency to avoid disruptions in their day-to-day work. While researching for this article in my home office, my internet service went out and stayed out for a couple of hours.

With more organizations becoming tech-enabled to tackle the AI boom, a new term has emerged: the fusion team. At least 84% of companies and 59% of government entities have set up “fusion teams," according to Gartner data. A new concept coined by Gartner, the fusion team aims to encourage collaborative development among technology and business teams. But what exactly is a fusion team, and why is it becoming increasingly important in today's business landscape?

Splunk has launched a GenAI summary feature in splunk.com and docs.splunk.com search platforms designed to give users a quick and accurate glance of the most pertinent information they are looking for. This GenAI feature serves up a contextual high-level summary pulled from various relevant search results on topics ranging from Splunk product and feature usage to general Splunk terminology.

When we hunt in new environments and datasets, it is critical to build an understanding of what they contain, and how we can leverage them for future hunts. For this purpose, we recommend the PEAK Threat Hunting Framework's baseline hunting process.

What comes to mind when you hear that an IT component has “five 9s availability”? Five 9s availability of >= 99.999% is the peak metric for IT availability. Five 9s predicts that a measured component — whether it is a server, communication line, app, service, or any other item — will be available at least 99.999% of the time during a specific period.

The data field is expanding rapidly, with many areas overlapping other rising fields like cybersecurity and AI. As technology advances, the amount of data we generate and collect will continue to grow exponentially. This explosion will continue in 2024, when new developments in data management and security have emerged.

"Transformative Solution" says a Director of IT in a $30B+ retailer. "Best Monitoring and Observability Tool > Splunk," is how a software engineer in a software company labels it. These are only a couple of the terms our customers use when describing the value they are getting from Splunk. With these descriptions in mind, we are elated that Splunk has been named a Leader in the 2024 Gartner Magic Quadrant for Observability Platforms for the second year in a row in this category.

In the rapidly evolving digital landscape, organizations are increasingly turning to the cloud powered with AI capabilities to enhance efficiency, scalability and innovation. Splunk, a leader in security and data observability, has been at the forefront of this transformation.