Create Your Billing Statement Amazon Template for HighTech Effortlessly

Billing statement amazon template for HighTech

let's talk about how to answer system design questions one of the interviews you'll likely need to prepare for if you're applying for a technical role like software engineer or technical program manager is a system design interview [Music] before we dive into how to answer a system design question let's talk about what its purpose actually is this interview evaluates your ability to design a system or architecture to solve a complex problem in a real world setting bear in mind that it doesn't really aim to test your ability to create a 100 perfect solution instead it assesses your ability to design the blueprint of the architecture analyze a complex problem discuss multiple Solutions and clearly weigh the pros and cons to reach a workable solution so now that we know what this interview is and what it's testing for let's talk about how to approach it now unlike a coding interview a system design interview usually involves open-ended design problems which means that it's really helpful to use a framework to organize your thoughts quickly and answer the question systematically pun intended after all you're being asked to solve a problem that would take a whole team of Engineers to solve in the real world and you need to do it in only 45 minutes so a framework helps us to manage time communicate very clearly and build towards a productive outcome logically once you're familiar with the framework you can apply it every time you encounter a system design interview question so what's the framework there are five steps step one Define the problem space here we understand the problem and Define the scope of the design it it's your job to ask lots of questions in order to shrink the scope of the problem from Broad and vague to narrow and specific with system constraints you really want to avoid jumping into the design without doing this first then you want to clarify both functional and non-functional requirements what's in and out of scope remember to State your assumptions and decisions to your interviewer so that they know where you're at think of it like taking your interviewer on a guided tour make sure you're explicitly taking them with you and explaining every step of the journey also consider whether you're creating the system from scratch who are our clients or consumers do we need to talk to pieces of the existing system what are those existing pieces then think about the non-functional requirements of the system design these might be linked to business objectives or user experience for example availability consistency speed security reliability and even cost if you've identified a lot of design constraints and feel that some are more important than other and focus on the ones that are the most critical make sure to explain your reasoning to your interviewer and check in with them though or your interviewer may be interested in a particular aspect of the system so listen to their hints if they nudge you in One Direction don't get bogged down trying to nail every requirement you still need to move on to actually answering the question next you might need to estimate the amount of data that you're dealing with so you can do some quick calculations for example you can calculate storage size or bandwidth requirements this will help you choose components and give you an idea of what scaling might look like later you can also make some assumptions about user volume and typical user Behavior but as always check with your interviewer if these assumptions match their expectations alright step two design the system at a high level this is where we lay out the most fundamental pieces of the system and illustrate how they work together to achieve the desired functionality keeping in mind the constraints that you set in step one you don't really need to get into the nitty-gritty details at this stage you can start by designing apis which are like a contract that defines how a client can access your system's resources each system requirement should translate to one or more apis you can choose what type of apis you want to use for example rest soap graphql or RPC and explain why that's the important part you should also consider the request parameters and the response type these apis become the foundation of your system's architecture after the apis think about how the client and web server will communicate then using all these decisions create a high level design diagram a diagram should act as a blueprint of your design and highlight the most critical pieces to fulfill the functional requirements use this diagram to show the interviewer how the data and control flow look like in your system do not dive into the scalability of the system yet that's going to come later all right step three Deep dive into the design this is when you can examine system components and relationships in more detail the interviewer may also prompt you to focus on a particular area but don't rely on them to drive the conversation start by talking about how non-functional requirements impact Your Design choices for example if an online system requires fresh data think about how to speed up the data ingestion processing and query process or if the amount of data you need to store is large you might want to partition the database to balance storage on query traffic you might also need to consider some load balancer layers to distribute the read write traffic there's a lot to consider and no single correct answer the most critical thing is that you present different design options along with their pros and cons and explain why one is preferred over the other under the given circumstances that's one of the main skills that you're really being tested on alright step four identify bottlenecks and scaling opportunities after completing a deep dive into the system's components it's time to zoom out and consider whether the system can operate under various conditions and has room to support further growth here are some important questions to consider is there a single point of failure if so what can we do to improve the robustness and enhance the system's availability is the data valuable enough to require replication if we replicate our data how important is it to keep all the versions consistent do we support a global Service if so do we need to deploy multi-geo data centers to improve data locality are there any edge cases such as peak time usage or hot users that create a particular usage pattern that could deteriorate performance or even break the system how do we scale the system to support 10 times more users as we scale the system we might want to gradually upgrade each component or migrate to another architecture this is where knowledge of Concepts such as horizontal sharding CDN which is content delivery networks caching rate limiting and SQL nosql databases is especially useful check out our other content to learn more about those step 5 review and wrap up finally this is the last step it's time to summarize and list your major decisions with their justifications and any trade-offs in space time complexity Etc check that your design satisfies all the requirements although you really should be doing this periodically throughout the interview you could also identify directions for further Improvement in total this interview takes about 45 minutes with five of those usually reserved for introductions at the beginning and any questions you'd like to ask the interviewer at the end check out our website for additional interview prep content coaching and tons of mock interviews to help you put your best foot forward good luck [Music]