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April 29 - May 1, 2024
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Tuesday, April 30 • 12:10pm - 12:40pm
Applying AI/ML Methods to Diagnose Network Issues Using Telemetry Data - Frank Brockners, Cisco

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Troubleshooting remains largely a manual process, with substantial time devoted to diagnosing issues. This session explores how AI/ML can expedite initial diagnoses. It delves into the suitability of various AI/ML techniques for network data and different phases of analysis, such as problem identification and diagnosis. Using real-world telemetry data as a foundation, we will collectively examine and demonstrate the use of diverse AI/ML approaches, including large language models, to pinpoint and diagnose issues. Concurrently, we will discuss the advantages and drawbacks of the various technologies employed.
Speakers
avatar for Frank Brockners

Frank Brockners

Distinguished Engineer, Cisco
Frank is Distinguished Engineer in Cisco's Outshift division, driving software and architecture development for network AI/ML related solutions. He is involved in several open source projects and is a Linux Foundation Networking (LFN) board member. Frank is an active IETF member and... Read More →

Applying AI ML to diagnose network issues pdf
Tuesday April 30, 2024 12:10pm - 12:40pm PDT
211 CD
  AI Implementation Across Telecom + Cloud and Enterprise & Edge