Sveriges mest populära poddar
AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders
AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders

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

46 min•29 november 2020
Logga in för att spara

Om avsnittet

Send us Fan Mail

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...

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

Research papers referenced on today's episode:

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


Fler avsnitt

Visa alla avsnitt av AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders

410: Johanna Jackman, Chief People Officer at Freshworks: Responsible AI Isn’t Slow. It’s Bold, With Human Judgment

47 min

409: Ryan Gavin, CMO at Slack: AI Is Single-Player. Slack Is Betting on Multiplayer

42 min

SE 31: Kartik Sakthivel, CIO at John Hancock | Live from Ai4 2026

35 min

408: Cesar Carvalho, CEO of Wellhub: The Risk Isn't AI. It's How Fast You Grow.

41 min

SE 30: Todd Barr, CEO at Axonis | Live from Ai4 2026

22 min

407: Daniel Chait, CEO at Greenhouse: Inside the Doom Loop Where AI Screens AI-Written Resumes

43 min

SE 29: Andrew Rabinovich, former Upwork CTO | Live from Ai4 2026

26 min

406: Mahe Bayireddi, CEO of Phenom: AI May Be Replacing Your Job Right Now, But Not the One You'll Have Next

37 min

SE 28: They Might Be Agentic, But We Have Agency: Leaders from Upwork, Axonis, and John Hancock on Where the Human Belongs | Live from Ai4 2026

27 min

405: Nick Mehta, Former CEO of Gainsight, on Agentic Overload, Machine Consciousness, and Leading with Radical Humility

51 min

AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders med Dan Turchin finns tillgänglig på flera plattformar. Informationen på denna sida kommer från offentliga podd-flöden.