Data Science for Infrastructure w Pixie CEO Zain Asgar | Stanford MLSys #47

Episode 47 of the Stanford MLSys Seminar Series!

Data science for infrastructure using Pixie
Speaker: Zain Asgar

Abstract:
Pixie is a Kubernetes-native observability platform which helps developers explore, monitor, secure and manage their applications. Pixie is a Cloud Native Computing Foundation Sandbox Project. Pixie utilizes eBPF to automatically collect telemetry data which is stored on edge nodes. This data is usable in Pixie via a Pandas like interface allowing construction of complex data workflows, including machine learning. This talk will provide an overview of Pixie, some of the problems that we solved, and future work we are looking into.

Bio:
Zain Asgar is a GM/GVP – Pixie & Open Source @ New Relic. Prior to this Zain was to co-founder/CEO of Pixie Labs (acquired by New Relic). Zain is also an Adjunct Professor of Computer Science at Stanford University and was an Entrepreneur in Residence at Benchmark before co-founding Pixie. He has a PhD from Stanford and has helped build at-scale data and AI/ML at Google AI, Trifacta and Nvidia.

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0:00 Presentation
30:17 Discussion

Stanford MLSys Seminar hosts: Dan Fu, Karan Goel, Fiodar Kazhamiaka, and Piero Molino
Executive Producers: Matei Zaharia, Chris Ré

Twitter:
  / realdanfu​  
  / krandiash​  
  / w4nderlus7  

Intro music:
Heading Home by Nekzlo @nekzlo
Music provided by Free Music for Vlogs    • (Free Music for Vlogs) Nekzlo - Headi...  

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