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== Understanding (Comprehension) == π At this level, an expert can **describe**, **summarize**, and **compare** AWS Lambda concepts and behaviors. * '''Conceptual relationships & contrasts''' ** AWS Lambda vs. '''[https://en.wikipedia.org/wiki/Cloud_computing cloud VMs]''' β No servers to manage or provision. ** Serverless vs. '''[https://en.wikipedia.org/wiki/Microservices microservices]''' β Lambda can implement microservice patterns but is not required. ** AWS Lambda vs. '''[https://en.wikipedia.org/wiki/Containerization containerization]''' β Lambda abstracts runtime environments and scaling. * '''Core principles & paradigms''' ** Stateless execution β functions do not retain memory between invocations. ** Automatic scaling β concurrency increases as events increase. ** Pay-per-use β costs align with actual execution time. ** Event-driven architecture β workloads react to triggers. * '''How AWS Lambda works''' ** Code + runtime + configuration = deployed function. ** Execution environments are created on demand. ** Events trigger invocation; outputs return to the calling service. * '''Producer vs. consumer perspectives''' ** Developer β Writes and packages function logic. ** Platform engineer β Secures, monitors, and manages scaling. ** Application user β Interacts indirectly through APIs, apps, or event triggers. * '''Typical comprehension-level abilities''' ** Can explain why Lambda is useful. ** Can identify services that can trigger a Lambda function. ** Can describe cold starts and their impact. ----
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