Observability Blogs
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Caught in 4K! New Splunk Features Help Find Problems Faster With Full Visibility of Your Tech Stack
New features offer enhanced visibility, simplified investigations, and faster troubleshooting to empower teams.

Splunk Observability Cloud soon available in AWS London and Frankfurt Regions
We’re excited to announce that we are committing to extend the availability of Splunk Observability Cloud to AWS London (eu-west-2) and AWS Frankfurt (eu-central-1) regions starting August 2024.

Top 5 Outcomes CIOs Need to Accomplish by 2025: Driving Business Value Through Technology
Splunker Todd DeCapua shares five key outcomes CIOs should focus on when it comes to their technology investments.

Custom Metrics and their importance in Observability
Leveraging custom metrics and having complete control into how all metrics are collected and are sent into your O11y platform, is key to managing the complex modern platforms of today (and those of tomorrow!). Read more on the blog.

Cisco AppDynamics: A Gartner® Customers’ Choice Vendor
Your peers have spoken! Learn why Cisco for AppDynamics was named a 2023 Customers’ Choice in the APM and observability market.

Up Your Observability Game With Attributes
Splunk Observability Specialist, Derek Mitchell, shares best practices for deciding which attributes to collect with OpenTelemetry and how they can be used with Splunk Observability Cloud to get to triage issues more quickly.

Why Knowing the Front-End and User’s Experience of Your Platform is Key to Understanding How that Platform is Working
We have all been there. When you are trying to buy a ticket and the app crashes or loads the next web page when booking a holiday only to find it takes forever and appears to hang. Our frustration level increases and if it continues, we will exit and go elsewhere. With banking apps though, we won’t move straight away but repeated bad experiences here will be remembered and eventually will make us move.
![Observability and Machine Learning [Part 1]](https://www.splunk.com/en_us/blog/devops/media_1d6094f20e94ff2cc291a3821bc6319f1bc555f26.avif?width=300&format=avif&optimize=medium)
Observability and Machine Learning [Part 1]
Let's take a look at the general relationship between Observability and ML and how ML can aid in the conversion of raw telemetry into genuine signals of events or state changes.

Cisco AppDynamics reimagines agent lifecycle management with Smart Agent
Cisco Full-Stack Observability and Cisco AppDynamics are simplifying agent lifecycle management by centralizing control through UI and leveraging the Smart Agent to save you time and effort.