{ "media_type": "text", "post_content": "Reading through some possible interview questions for FAANG. One of the ones I've seen on Glassdoor are to design a basic architecture structure for something like Netflix or Twitter or Spotify. I've been researching online using AWS or GCP (still learning all the moving parts of architecture). Any advice on how the setup would be? I'm assuming you'd start with some Load Balancers. For Netflix maybe have different different APIs for signing up vs scrolling through possible movies?", "post_id": "5f07687a37830e002bcf6def", "reply_count": 5, "vote_count": 3, "bowl_id": "5ace5097be6e660013abcc42", "bowl_name": "Data & Analytics Consultants", "feed_type": "bowl" }

Reading through some possible interview questions for FAANG. One of the ones I've seen on Glassdoor are to design a basic architecture structure for something like Netflix or Twitter or Spotify. I've been researching online using AWS or GCP (still learning all the moving parts of architecture). Any advice on how the setup would be? I'm assuming you'd start with some Load Balancers. For Netflix maybe have different different APIs for signing up vs scrolling through possible movies?

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It’s complex question and these firms have huge teams dedicated to do this. So, throwing some quick broad ideas and chain of thoughts 1. Decompose the entire platform into broad key components. For example, Netflix can be broken down into front end, recommendation engine, video delivery and backend databases etc. In other words, think of them as micro-services constituting the overall service. 2. For each service, develop the application code and package them as containers which could be deployed and scaled as per scaling requirements on a container orchestration platform such as Kubernetes. 3. Storage and database type and scale considerations 4. Connect together each components on overall infrastructure, it’s networking aspects, content delivery, edge caching, while ensuring availability and fault tolerance requirements.

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Gotta say, the mix of skillsets in this bowl is pretty crazy. We have everything from consulting business analysts to tier 1 data engineers.

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Generally for these kinds of questions it's best to discuss it by features needed by the platform. For example Netflix may need content transcoding and content delivery through CDNs etc. List them all out because you'll get graded on tackling as many "edge cases" as you can possibly come up with. Know why certain features need to be there because you'll get probed on them. Then architect them one by one until you fill up the whiteboard with this giant system that works together using typical cloud components. It doesn't really matter if you don't know the service name, just describe the service (like document nosql database etc.). Also know why you're picking a particular service cuz you might need to defend your choice. Look up system design interviews for programming examples, the structure is extremely similar.

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Security, networking, storage, compute and finally performance optimization for high availability and fault tolerance.

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What role is this for?

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