Which of the following are required capabilities for monitoring serverless applications?

Monitoring serverless applications requires specific capabilities that cater to their unique architecture and operational characteristics. One key requirement is out-of-the-box (OOTB) serverless integrations and quick time to value. This is crucial because serverless applications are typically built on platforms like AWS Lambda, Azure Functions, or Google Cloud Functions, which offer different environments and functionalities that need to be monitored seamlessly.

Having OOTB integrations allows monitoring tools to automatically connect and gather metrics, logs, and performance data without extensive setup or configuration. This quick time to value is vital for teams looking to optimize their serverless applications rapidly, enabling them to gain insights into performance, troubleshoot issues, and make data-driven decisions to improve or scale their applications effectively.

In contrast, options like auto-scaling algorithms and support for monolithic architectures are not directly relevant to serverless monitoring. Serverless architectures inherently handle scaling automatically, and they typically comprise microservices rather than monolithic structures. Similarly, the option regarding dedicated servers does not apply to serverless environments, where resources are allocated on-demand rather than being tied to specific servers.