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![Correlation Does Not Equal Causation - Especially When It Comes to Observability [Part 1]](https://www.splunk.com/content/dam/splunk-blogs/images/media_1689e906de625b54ea66cae7ac25f21eff657eedd/correlation-does-not-equal-causation-especially-wh.webp?width=300&format=webp&optimize=medium)
Correlation Does Not Equal Causation - Especially When It Comes to Observability [Part 1]
Observability has been tied up with causality from its origins in the mathematical realm of control theory in the early 1960s. But what precisely does the term ‘causality’ denote? In how does correlation come into play when it comes to observability? Read on to find out more.

Breaking Through the Threshold: Leveling up ITSI Adaptive Thresholding with Splunk AI
Learn how ML-Assisted Thresholding in Splunk ITSI can recommend the optimal adaptive threshold configurations for KPIs so you can get up and running faster.

From Webhook to Log and Log to Metric: OpenTelemetry Magic!
Learn some OpenTelemetry magic and start summoning metrics from your logs.

Splunk and the Four Golden Signals
A discussion of applying the Four Golden Signals of Monitoring to a Splunk monitoring use case.

Cisco AppDynamics GovAPM delivers FedRAMP authorized all-in-one visibility
A FedRAMP authorized, single source of truth for your multi-layer tech stack.

Code, Coffee, and Unity: How a Unified Approach to Observability and Security Empowers ITOps and Engineering Teams
Splunk's Spiros Xanthos explores the pivotal role that a unified security and observability approach plays in empowering ITOps and engineering teams to ensure digital resilience faster.

Modeling and Unifying DevOps Data
Embrace data models and bring order to the chaos as we break down elements and commonalities in various stages of the DevOps lifecycle starting with Work Planning.

Revolutionizing call center management: The power of Full-Stack Observability with UCCE/PCCE
Full-stack observability with Cisco AppDynamics revolutionizes call center management, optimizing performance, improving customer experience and driving business success.

Splunk Named a Leader in Gartner® 2023 Magic Quadrant™ for APM & Observability
Splunk has been named a Leader in the 2023 Gartner® Magic Quadrant™ for APM and Observability.