- Skydive : open source real-time network topology and protocols analyzer providing a comprehensive way of understanding what is happening in your network infrastructure.
- Vertex : the authors propose to use vertex entropy for detecting and understanding node failures in a network. By understanding the entropy in a graph they are able to circumvent the lack of locality in the information available and pinpoint critical nodes.
- Monitoring Machine Learning Models in Production : Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is not over.
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