|
@@ -190,3 +190,71 @@ Start broad and go deeper in a few areas. It helps to know a little about vario
|
|
|
| Work through [System design interview questions with solutions](#system-design-interview-questions-with-solutions) | Some | Many | Most |
|
|
|
| Work through [Object-oriented design interview questions with solutions](#object-oriented-design-interview-questions-with-solutions) | Some | Many | Most |
|
|
|
| Review [Additional system design interview questions](#additional-system-design-interview-questions) | Some | Many | Most |
|
|
|
+
|
|
|
+## How to approach a system design interview question
|
|
|
+
|
|
|
+> How to tackle a system design interview question.
|
|
|
+
|
|
|
+The system design interview is an **open-ended conversation**. You are expected to lead it.
|
|
|
+
|
|
|
+You can use the following steps to guide the discussion. To help solidify this process, work through the [System design interview questions with solutions](#system-design-interview-questions-with-solutions) section using the following steps.
|
|
|
+
|
|
|
+### Step 1: Outline use cases, constraints, and assumptions
|
|
|
+
|
|
|
+Gather requirements and scope the problem. Ask questions to clarify use cases and constraints. Discuss assumptions.
|
|
|
+
|
|
|
+* Who is going to use it?
|
|
|
+* How are they going to use it?
|
|
|
+* How many users are there?
|
|
|
+* What does the system do?
|
|
|
+* What are the inputs and outputs of the system?
|
|
|
+* How much data do we expect to handle?
|
|
|
+* How many requests per second do we expect?
|
|
|
+* What is the expected read to write ratio?
|
|
|
+
|
|
|
+### Step 2: Create a high level design
|
|
|
+
|
|
|
+Outline a high level design with all important components.
|
|
|
+
|
|
|
+* Sketch the main components and connections
|
|
|
+* Justify your ideas
|
|
|
+
|
|
|
+### Step 3: Design core components
|
|
|
+
|
|
|
+Dive into details for each core component. For example, if you were asked to [design a url shortening service](https://github.com/donnemartin/system-design/blob/master/solutions/system_design/pastebin/README.md), discuss:
|
|
|
+
|
|
|
+* Generating and storing a hash of the full url
|
|
|
+ * [MD5](https://github.com/donnemartin/system-design/blob/master/solutions/system_design/pastebin/README.md) and [Base62](https://github.com/donnemartin/system-design/blob/master/solutions/system_design/pastebin/README.md)
|
|
|
+ * Hash collisions
|
|
|
+ * SQL or NoSQL
|
|
|
+ * Database schema
|
|
|
+* Translating a hashed url to the full url
|
|
|
+ * Database lookup
|
|
|
+* API and object-oriented design
|
|
|
+
|
|
|
+### Step 4: Scale the design
|
|
|
+
|
|
|
+Identify and address bottlenecks, given the constraints. For example, do you need the following to address scalability issues?
|
|
|
+
|
|
|
+* Load balancer
|
|
|
+* Horizontal scaling
|
|
|
+* Caching
|
|
|
+* Database sharding
|
|
|
+
|
|
|
+Discuss potential solutions and trade-offs. Everything is a trade-off. Address bottlenecks using [principles of scalable system design](#index-of-system-design-topics).
|
|
|
+
|
|
|
+### Back-of-the-envelope calculations
|
|
|
+
|
|
|
+You might be asked to do some estimates by hand. Refer to the [Appendix](#appendix) for the following resources:
|
|
|
+
|
|
|
+* [Use back of the envelope calculations](http://highscalability.com/blog/2011/1/26/google-pro-tip-use-back-of-the-envelope-calculations-to-choo.html)
|
|
|
+* [Powers of two table](#powers-of-two-table)
|
|
|
+* [Latency numbers every programmer should know](#latency-numbers-every-programmer-should-know)
|
|
|
+
|
|
|
+### Source(s) and further reading
|
|
|
+
|
|
|
+Check out the following links to get a better idea of what to expect:
|
|
|
+
|
|
|
+* [How to ace a systems design interview](https://www.palantir.com/2011/10/how-to-rock-a-systems-design-interview/)
|
|
|
+* [The system design interview](http://www.hiredintech.com/system-design)
|
|
|
+* [Intro to Architecture and Systems Design Interviews](https://www.youtube.com/watch?v=ZgdS0EUmn70)
|