Kushagra Sharma's Blog Posts
Kushagra Sharma is a Product Manager at Cisco working on AIOps products that help teams operate complex systems with intelligence and scale. He focuses on translating customer problems into practical, data-driven solutions at the intersection of AI, reliability, and software platforms. Passionate about clear thinking and strong product craft, Kushagra writes to share insights on technology, product strategy, and building systems that actually work in the real world.
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Monitoring vs Observability vs Telemetry: What's The Difference?
Don’t be confused, be creative. Observability is a lot more than mere monitoring. In fact, the possibilities are practically endless. Find out more here.

Industry Predictions for 2023
The need for “cognitive trust” is driving a deeper focus on enterprise resilience, but it may look different depending on the industry you are looking at… In this blog, we take a look at some of the predictions we have for Industries in 2023.

Canonical Data Models (CDMs) Explained
Take control of your organization's data mess. Canonical data models will reduce the work you do to your data. Find out exactly how to get started.

Bring More ML to Splunk: Inference Externally Trained ONNX Models in MLTK 5.4.0
The Splunk Machine Learning ToolKit (MLTK) now enables users to upload their pre-trained models in MLTK with a simple UI.

Splunk Observability & Security Weeks - Best Practices for Strong Cyber Resilience and Business Success
This March, we are holding two weeks of virtual sessions across EMEA, packed with thought provoking and educational content to suit everyone. Whether your area of expertise is in security or IT & observability — we’ve got you covered.

We’re Open! The Splunk Immersive Experience, powered by AWS is officially launched
The newly launched Splunk Immersive Experience brings to life the tangible customer problems Splunk and AWS help to solve through a guided journey of industry specific use cases and challenges. Showing new and emerging ways to get the most out of both Splunk and AWS.