microservices-availability-simulator

A software that's using Monte Carlo simulation for showing availability for a combination of microservices.

Usage

You need the following libraries installed:

• networkx
• mathplotlib

See main.py for an example of how to use the simulator. Another detailed example can be found in the examples folder. I also encourage you to read the article I wrote about this topic. It explains everything in detail.

Screenshots

References

NxGraph used as a graph library

• https://www.geeksforgeeks.org/python-visualize-graphs-generated-in-networkx-using-matplotlib/

Whitepapers describing relevant topics

• https://www.csl.cornell.edu/~delimitrou/papers/2019.ispass.qsim.pdf
• https://pdfs.semanticscholar.org/9db6/980f217c4108dc519f35f2d5a1642d3c1421.pdf
• http://perfdynamics.com/Tools/PDQ.html
• https://dzone.com/articles/incorporating-fault-tolerance-into-your-microservi