Using machine learning to optimize resource allocation, energy efficiency, and security within data centers.
: The ability to move workloads seamlessly across different cloud ecosystems. Summary Table: Cloud Evolution Traditional IT Early Cloud (2010s) Modern Paradigm (2021+) Focus Hardware Ownership Resource Virtualization Experience & Micro-services Scaling Manual/Physical Auto-scaling VMs Serverless / Kubernetes Locality On-premise Centralized Data Center Edge / Hybrid Cloud Billing Capital Expense (CapEx) Monthly/Hourly (OpEx) Pay-per-execution (FaaS)
Infrastructure as a Service (IaaS)
: The provider’s resources are pooled to serve multiple consumers using a multi-tenant model.