Why was it gonna released ?
NTMA - Project Infrastructure
Quote
Hi @all, About releasing documentation for final university project, I want to hold this on hand in little bit time but I think It could helped another, therefore, When I contribute and hope It can help you and make solution on near future !!! LOL. Give it a new reason for why it existed
Info
Whole project is creature by @me and @markpage2k1. This is opensource, experimental and not have limited, you can clone and continue progress to make it more effective, helpful.
Purpose and components of Project
Purpose
- Purpose of project is about make the idealy about theΒ HA (High Available)Β system combineΒ
DevOpsΒ withΒ automation managementΒ andΒAIΒ forΒ intelligence action. - Follow this way, you can beΒ detected anomaly in network trafficΒ by monitoring and analysis throughΒ
logΒ &ΒmetricsΒ for deciding to make decisionΒ about automatic scaling by horizontalΒ for demand anything work withΒ low latency at least - Combine AI for anomaly detection canΒ make the system to becoming flexibleΒ with data and can beΒ dynamically scale with flex metricΒ not like using basic metrics or log.
- Featured can be offer forΒ detection
Dos/DDos,High Traffic Usage Detection,OWASP Vulnerable Attack, β¦ - Malware working in system. (Develop in the future !!!)
Components
- Infrastructure: Use
Docker-Swarm, Orchestration platform like Kubernetes but manually and basic. WithDocker-Swarm, You can learn some technical likenginx,kafka pub-coms,Grafana,Prometheus,Swarm Visualizer. Digest it on this link - Script: Use
Python&Bashto handling multiple task about manageSwarm Cluster, doService Discovery SD, create aweb-hookfor interacting cluster andauto-scalingor maybe you can findload-testingwith customizebotusingapache2 - ab. Digest it on this link - ML-AI: Use the models
LSTMKmeansfor boost the speed and performance to detecting theweb-app vulnerables,high traffic for scaling. Digest it on this link