List functional requirements for the system (Ask interviewer if stuck)...
List non-functional requirements for the system...
Estimate the scale of the system you are going to design...
100 million user
10 million active users: every month book 3 tickets
10*10^6 * 3 / 10 / 10^5 ~ 3 qps
It's not a write heavy system
read Qps: 10*3 = 30
Define what APIs are expected from the system...
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?