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Best for horizontal scaling, high-throughput writes, and unstructured/semi-structured data (e.g., user profiles, chat history). Master Key-Value, Document, Column-Family, and Graph databases. Asynchronous Processing

Zoom in on the unique bottlenecks of the specific question. If designing a chat application, focus on maintaining persistent connections (WebSockets). If designing a video streaming platform, focus on file chunking, content delivery networks (CDNs), and video encoding. Step 4: Wrap Up and Identify Bottlenecks (5 Minutes)

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Calculate the scale to understand constraints. Estimate Daily Active Users (DAU), Reads/Writes Per Second (QPS), and storage requirements over 5 years. 2. High-Level Architecture Design

A 7-step framework for tackling any design prompt. If designing a chat application, focus on maintaining

The storage layer, split by data characteristics (SQL vs. NoSQL). 3. Core Component Deep Dive

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It is the corporate executive wearing a three-piece suit but touching his elder’s feet for a blessing. It is the college student using a dating app while planning an arranged marriage. It is the luxury apartment resident growing Tulsi (holy basil) in a broken pot because "the plant needs the earth." Conclusion To help tailor a study plan or

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With over 600 million active internet users, the majority in Tier-2 and Tier-3 cities, content is no longer just in English. Creators making videos in Hindi, Tamil, Telugu, or Marathi about local vegetables, regional fashion (like the Mekhela chador of Assam or the Pashmina of Kashmir), and indigenous home decor are outperforming polished English channels.

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Knowing when to choose SQL (relational integrity) versus NoSQL (scalability, flexible schemas), and mastering replication, sharding, and federation.

Draw a block diagram showing end-to-end data flow. Connect clients, load balancers, application servers, caches, and databases to illustrate the basic architecture. Step 5: Deep Dive and Scaling (15 Minutes)