StreamAI: Dealing with Challenges of Continual Learning Systems for Serving AI in Production
Author:
Affiliation:
1. BNP Paribas LTCI, Institut Polytechnique de Paris,Innovation Lab IT Group,France
2. University of Waikato LTCI, Institut Polytechnique de Paris,AI Institute,New Zealand
3. Analytics & Systems Architecture Data & IT Consultant, Freelance,France
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10172485/10172344/10172871.pdf?arnumber=10172871
Reference43 articles.
1. MStream: Fast Anomaly Detection in Multi-Aspect Streams
2. Beaver - MLOps for Online Machine Learning;halford,0
3. Anomaly Detection on Data Streams for Smart Agriculture
4. Automating deployment containerized applications,2021
5. Clinical applications of continual learning machine learning
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