Requirements

Functional Requirements:

• 10000 ingestion requests/sec
• Scalable system to support real time processing
• Handle large volume of data

Non-Functional Requirements:

Scalability: High scalable

Consistency: Eventual is fine

Partition tolerant: yes

Latency: Ultra low latency for querying and generating reports

Resiliency for failures

API Design

Define the APIs expected from the system. This is your chance to analyze and define the read and write paths so that you can come up with the high-level design...

High-Level Design

Describe the overall system architecture. Identify the main components needed to solve the problem end-to-end. Use the diagramming tool to create a block diagram.

Detailed Component Design

Deep dive into 2-3 key components. Explain how they work, how they scale, discuss tradeoffs, capacity, and any relevant algorithms or data structures.