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If you deploy a standard Node.js application (without using the cluster module or PM2) to an expensive AWS server that has 8 CPU cores, how many cores will the application actually utilize to process HTTP requests?
š» Code Challenge | +75 XP
Write the Node.js/Backend code snippet to implement a Node Clustering pipeline. Include the setup and basic execution steps.
You are reviewing a Node Clustering pipeline and the output is incorrect. Reorder the following pipeline stages in the correct logical order to fix the bug: Input Data, Process, Output.
Task: Reorder the blocks in logical sequence to solve the problem.
A.D.A. Interface
Adaptive Didactic Assistant

Pascual Vila
Frontend Instructor // Code Syllabus
The Error //
Storing session data or an in-memory cache as a plain JS object, then clustering the app
// Wrong: works with 1 process, breaks silently once clustered
const sessions = {};
sessions[userId] = true;
// Correct: shared across every worker
await redisClient.set(userId, 'true');The Solution //
Each cluster worker is a fully separate OS process with its own isolated memory ā a variable set in Worker A's RAM is invisible to Worker B. If a login request lands on Worker A but a later request from the same user lands on Worker B (which round-robin load balancing guarantees will happen), the user appears logged out. Move session state to a shared external store like Redis before clustering, never a local object.
The Error //
Assuming a crashed worker means the whole application is down
// Correct: self-healing, logged but not necessarily paged
cluster.on('exit', (worker, code, signal) => {
console.error(`Worker ${worker.process.pid} died (code ${code}), replacing it`);
cluster.fork();
});The Solution //
Teams sometimes page on-call for every worker crash assuming total outage, or worse, don't restart crashed workers at all, silently reducing capacity over time. A cluster's Primary process should listen for the 'exit' event and immediately cluster.fork() a replacement ā a single worker crashing under a real cluster setup should be self-healing and largely invisible to users, not a page-worthy incident by itself.
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