Anomaly Detection Challenges
Shirley discusses the importance of monitoring network operations and the ability to detect anomalies in client counts. She highlights the challenge of scaling anomaly detection models across nearly 100,000 sites, emphasizing the balance between efficacy and cost in deploying multiple neural network models. The conversation touches on how daily patterns in different environments, such as retail and universities, influence the need for accurate detection systems.In this clip
From this podcast
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
AI for Network Management with Shirley Wu - 710
Related Questions
How can anomaly detection work be done on a massive scale in the context of the episode AI for Network Management with Shirley Wu - 710 and the clip Anomaly Detection Challenges?
How can anomaly detection work be done on a massive scale in the context of the episode AI for Network Management with Shirley Wu - 710 and the clip Anomaly Detection Challenges?
How can anomaly detection data work be done on a massive scale?