Self-Adapting Security Monitoring in Eucalyptus Cloud Environment

This paper discusses the importance of virtual machine (VM) scheduling strategies in cloud computing environments for handling increasing number tasks due to virtualization and technology adoption. The evaluates legacy methods specific VM algorithms Eucalyptus environment compare existing using QoS. also presents a self-adapting security monitoring system infrastructure that takes into account requirements each tenant. uses Master Adaptation Drivers convert tenant configuration settings Manager coordinate adaptation process. framework ensures security, cost efficiency, responsiveness dynamic events environment. need improvement current platform support more types devices cover consequences multi-tenant setups. Future work includes incorporating log collectors aggregators addressing needs super-tenant architecture. equitable sharing resources between tenants provider should be established with an adjustable threshold mentioned SLA. results experiments show Enhanced Round-Robin less energy compared other methods, Fusion Method outperforms techniques by reducing Physical Machines turned on power efficiency.