👉 Appraisal computing is an advanced paradigm in the field of distributed systems and cloud computing that focuses on enabling systems to dynamically allocate and de-allocate resources based on real-time appraisal of workload demands. It allows applications to request resources only when needed and release them when no longer required, optimizing resource utilization and reducing waste. This approach involves continuous monitoring of application behavior and workload characteristics to make informed decisions about resource allocation, ensuring that systems remain efficient, scalable, and responsive to varying demands. By integrating appraisal mechanisms, computing systems can achieve better performance, cost-effectiveness, and adaptability, making it particularly valuable in environments with unpredictable or fluctuating workloads.
