Tuesday, June 02, 2020

[Links of the Day] 02/06/2020 : Real time network topology, Detecting node failure using graph entropy, Monitoring machine learning in production

  • 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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