Telemetry Now

Author: Phil Gervasi

Tired of network issues and finger-pointing? Do you know deep down that, yes, it probably is DNS? Well, you're in the right place. Telemetry Now is the podcast that cuts through the noise. Join host Phil Gervasi and his expert guests as they demystify network intelligence, observability, and AIOps. We dive into emerging technologies, analyze the latest trends in IT operations, and talk shop about the engineering careers that make it all happen. Get ready to level up your understanding and let the packets wash over you.
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Language: en

Genres: News, Tech News, Technology

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Practical MLOps for Network Operations at Uber
Episode 66
Thursday, 22 January, 2026

Host Philip Gervasi talks with Uber's Vishnu Acharya about how Uber applies machine learning and MLOps to network operations at hyperscale. Vishnu explains Uber’s intentionally simple network design across on-prem and multi-cloud, then shares practical machine learning use cases like predictive capacity planning, hardware failure rate-tracking, and alert correlation to reduce noise and speed mitigation. They also discuss organizational issues, including building blended network/software teams, partnering with internal ML groups, and focusing on service-level outcomes over hype.