Podknife - The past, present, and future of AIOps with Dr. Helen Gu, CTO and Founder of InsightFinder by AI and the Future of Work

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The past, present, and future of AIOps with Dr. Helen Gu, CTO and Founder of InsightFinder

Podcast |: AI and the Future of Work
Publisher |: Dan Turchin
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Business,; Interview,; Technology,; The Future,; Workplace
Categories Via RSS |: Business,; Entrepreneurship,; Management,; Technology
Publication Date |: Nov 29, 2020
Episode Duration |: 00:46:20

In this special episode with Dr. Helen Gu, author or co-author of 80+ academic papers on distributed computing and AI for systems management, we discuss the past, present, and future of AI for IT Operations.Listen and learn...

How and why the technology behind common problems like image recognition fails when applied to machine data
Where Helen and her team were nine years ahead of Amazon
Why unsupervised machine learning is required to predict and prevent system downtime
Why machine learning is well-suited to anomaly detection for machine data
The next technology breakthrough that will eliminate sleepless nights for developers

Research papers referenced on today's episode:

Helen's 10-year Symposium on Cloud Computing award about elastic resource scaling
Fixing the hang bug problem

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