Estimate the scale of the system you are going to design...
Average User Base 1 million
Per User Generate about 10 Url per year
Write to Read ratio 1:100
URL generated per year 10 million/year
Url read per year 1 billion/year
QPS 3
RPS 300
storage estimates
3 * 1 KB * 31*10^6 = 100 GB
For click analytics =100GB * 100 =10 TB
Peak QPS 15
Cache 300*86400*1KB = 25GB
ShortenUrl(apidevkey,originalUrl,alias,expiration)
RedirectUrl(apidevkey,shortUrl)
302 redirect to capture all those analytics related stuff
Analytics(apiDevKey,shortUrl)
Defining the system data model early on will clarify how data will flow among different components of the system. Also you could draw an ER diagram using the diagramming tool to enhance your design...
UserTable(userid,password,address,email)
ShortenUrlTable(custom_url,original_url,alias,expiration)
analyticsTable(custom_url,region,timestamp)
You should identify enough components that are needed to solve the actual problem from end to end. Also remember to draw a block diagram using the diagramming tool to augment your design. If you are unfamiliar with the tool, you can simply describe your design to the chat bot and ask it to generate a starter diagram for you to modify...
High Level Design
It will have client
It will have loadbalancer to balance the high traffic
It will have apigateway for authorization,ratelimiting,authentitcation
Microservices will be UserReg,authentication,Analytics,shortenMicroservice
Then there will be db to store all the shorthand url
MemCache or redis to get frequently access urlĀ
Explain how the request flows from end to end in your high level design. Also you could draw a sequence diagram using the diagramming tool to enhance your explanation...
Dig deeper into 2-3 components and explain in detail how they work. For example, how well does each component scale? Any relevant algorithm or data structure you like to use for a component? Also you could draw a diagram using the diagramming tool to enhance your design...
Explain any trade offs you have made and why you made certain tech choices...
Try to discuss as many failure scenarios/bottlenecks as possible.
What are some future improvements you would make? How would you mitigate the failure scenario(s) you described above?