The correct answer is D. Cloud systems automatically monitor resource usage and provide billing based on actual consumption.
Measured Service is one of the essential characteristics of cloud computing as defined by the NIST (National Institute of Standards and Technology). It implies that cloud systems automatically control and optimize resource usage by leveraging a metering capability. This capability tracks and reports resource consumption (such as CPU, storage, or bandwidth), which is used for billing, monitoring, and planning.
Key Characteristics:
Automatic Monitoring: Cloud platforms continuously track resource usage without manual intervention.
Billing Based on Usage: Customers are billed based on the actual consumption of resources (pay-as-you-go model).
Transparency: Users can view detailed usage reports to understand their resource utilization and associated costs.
Resource Optimization: Providers use these metrics to optimize resource allocation and improve efficiency.
Why Other Options Are Incorrect:
A. Fixed immutable set of measured services: This contradicts the concept of elasticity and resource pooling in cloud computing.
B. Elastic resources: While elasticity is a cloud characteristic, it does not directly define measured service.
C. Manual reporting: Measured service is about automated, real-time monitoring and billing, not manual data gathering.
Real-World Example:
In AWS, services like Amazon CloudWatch automatically collect and provide usage metrics, and the AWS Billing Console shows the cost associated with each resource.
[References:, CSA Security Guidance v4.0, Domain 1: Cloud Computing Concepts and Architectures, NIST SP 800-145 - The NIST Definition of Cloud Computing, Cloud Controls Matrix (CCM) v3.0.1 - Metering and Billing Domain, ===========]