README

Fuzzy-Q-Learning

A matlab implementation of Fuzzy Q-Learning for making cloud auto-scaling more intelligent through online policy learning.

Demo (in Matlab environment):

setup
demo

Please cite the following paper if you used the code:

P. Jamshidi, A. Sharifloo, C. Pahl, H. Arabnejad, A. Metzger, G. Estrada, "Fuzzy Self-Learning Controllers for Elasticity Management in Dynamic Cloud Architectures", in Proc. of IEEE/IFIP WICSA and CompArch, (April 2016).

Contact

If you notice a bug, want to request a feature, or have a question or feedback, please send an email to pooyan.jamshidi@gmail.com. We would like to hear from people using our code.

License

The code is published under the FreeBSD License.