Computer Science Grade 11 20 min

Serverless Computing

Serverless Computing

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Introduction & Learning Objectives

Learning Objectives Define Serverless Computing and distinguish it from traditional server-based architectures. Explain the core principles of Function as a Service (FaaS), including event-driven execution and statelessness. Analyze the primary benefits and drawbacks of serverless architectures, such as scalability, cost-efficiency, and cold starts. Identify at least three common use cases for serverless computing in real-world applications. Diagram a simple serverless workflow, connecting an event source, a function, and a downstream service. Describe the pay-per-execution cost model and its implications for application design. Imagine your app suddenly gets a million users overnight. 🤯 How could you handle that traffic instantly without ever touching a server? This lesso...
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Key Concepts & Vocabulary

TermDefinitionExample Serverless ComputingA cloud computing execution model where the cloud provider dynamically manages the allocation and provisioning of servers. Developers write and deploy code in small, discrete units (functions) without worrying about the underlying infrastructure.You write a Python function to process a payment. Instead of deploying it on a server that runs 24/7, you upload it to a service like AWS Lambda. The function only runs when a customer clicks 'Buy Now' and you only pay for the milliseconds it's active. Function as a Service (FaaS)The core component of serverless computing. It's a category of cloud services that provides a platform for customers to develop, run, and manage application functionalities without the complexity of building an...
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Core Syntax & Patterns

The Event-Trigger-Function Pattern Event Source -> Trigger -> Function Execution This is the fundamental execution model. An event (like an HTTP request or a file upload) from a source (like an API Gateway or a storage bucket) acts as a trigger, which invokes a specific function to run its logic. The Principle of Stateless Design Functions must not store persistent data locally. State must be externalized. Since any function instance can be destroyed after execution, you cannot rely on in-memory variables or local file systems to persist data between invocations. All state must be read from and written to an external, durable service like a database (e.g., DynamoDB) or object storage (e.g., S3). Pay-Per-Execution Cost Model Cost = (Number of Invocations * Price p...

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Sample Practice Questions

Challenging
A company wants to migrate a legacy chat application that relies on persistent WebSocket connections to provide real-time messaging. Why is a standard FaaS architecture a fundamentally poor choice for the WebSocket server component?
A.Serverless functions cannot access the internet to send messages.
B.The pay-per-execution model would be too expensive for a chat application.
C.The stateless, short-lived nature of functions conflicts with the need for a long-running, stateful connection.
D.Serverless functions have a security model that prevents real-time communication.
Challenging
A financial trading platform requires a core transaction to be processed with a guaranteed maximum latency of 50ms. Critically evaluate the risk of using a standard serverless function for this task, specifically considering the 'cold start' phenomenon.
A.There is no risk, as serverless functions are always faster than traditional servers.
B.The primary risk is cost, as financial transactions are expensive to process in a serverless model.
C.The risk is high, as a single cold start (which can take hundreds of milliseconds) would violate the strict latency requirement.
D.The risk is related to data loss, as serverless functions are not reliable for financial data.
Challenging
Analyze the cost-effectiveness of two designs using the GB-second metric from the cost model. Design A: one 512MB function runs for 400ms. Design B: two 256MB functions run sequentially, each for 300ms. Which is more cost-effective in terms of compute cost and why?
A.Design A is more cost-effective because it has fewer invocations.
B.Design B is more cost-effective because its total GB-seconds are lower.
C.Design A is more cost-effective because its total GB-seconds are lower.
D.They have the same cost because the total memory (512MB) is the same.

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