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