Are you proposing that we implement our own self-organizing maps or do you have an implementation in mind?
I strongly prefer keeping the ML layer implementations in Spark/Scala if possible. From: Alejandro Alcalde [mailto:[email protected]] Sent: Friday, March 24, 2017 4:08 AM To: [email protected] Subject: Re: FW: [Collaboration proposal] - MafDet Hello all, maybe some of you don't have access to the paper, here it is: Regards On Wed, Mar 22, 2017 at 7:44 AM Cesar B <[email protected]<mailto:[email protected]>> wrote: Hello Guys! I’m sharing Alejandro’s proposal for extended discussion, its worth for brainstorming, as this implementation is focused on OpenFlow, used broadly on SDN for communication between the controller and switches. Part of the pathfinding job that serves as support of the code development and mentioned on the code repo can be found here: http://ieeexplore.ieee.org/document/5735752/?reload=true The noise patterns based on the findings from the paper can be caught definitely by ML, and specially if patterns present a volumetric behavior. So lets get discussion rolling. Thoughts? Thanks, Cesar On March 16, 2017 at 12:21:19 PM, () wrote: From: Alejandro Alcalde [mailto:[email protected]<mailto:[email protected]>] Sent: Wednesday, March 8, 2017 7:41 AM Subject: [Collaboration proposal] - MafDet Hi, I was developing a system very similar to yours, but only for detecting DDoS. I want to collaborate in Apache Spot, right now I am reading the documentation to learn how Spot works. But since I've been developing my system for a few months, may be some of the code or ideas can be interesting to spot. The project is at https://github.com/algui91/MafDet Basically it aims to detect DDoS using SDNs and the Ryu controller for collecting OpenFlow Statistics. That part is totally completed, what is left is The MachineLearning, I've planned to use SOM for the anomaly detection. Let me know what you think. Best regards -- Alejandro Alcalde - elbauldelprogramador.com<http://elbauldelprogramador.com> My public key: https://keyserver.ubuntu.com/pks/lookup?op=get&search=0x333395FF3326824B -- Alejandro Alcalde - elbauldelprogramador.com<http://elbauldelprogramador.com> My public key: https://keyserver.ubuntu.com/pks/lookup?op=get&search=0x333395FF3326824B
