Advanced1 Flashcards

Design Google Docs / Collaborative Editor Design Netflix / Video Streaming Service Design Amazon (E-commerce System) Design a Scalable Event-Driven System (56 cards)

1
Q

What is Google Docs?

A

Google Docs is a cloud-based collaborative document editor that allows multiple users to edit and comment on documents in real-time.

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2
Q

What are the advantages of Google Docs?

A

Real-time collaboration, cloud storage, version history, and accessibility from any device with internet connectivity.

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3
Q

What are the disadvantages of Google Docs?

A

Requires internet access, potential latency issues, and limited offline functionality.

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4
Q

What are best practices when designing a collaborative editor like Google Docs?

A

Implement operational transformation or conflict-free replicated data types (CRDTs) for concurrency control, use WebSockets for real-time communication, and ensure data consistency across clients.

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5
Q

What are common use cases for collaborative editors?

A

Team document editing, educational collaboration, and shared note-taking.

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6
Q

How does a collaborative editor impact system design?

A

Necessitates real-time synchronization, low-latency communication, and robust conflict resolution mechanisms.

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7
Q

Give an example of a collaborative editor.

A

Google Docs, Microsoft Office 365, and Notion.

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8
Q

What are the architectural components of a collaborative editor?

A

Frontend editor, real-time synchronization service, operational transformation/CRDT engine, and persistent storage.

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9
Q

How can performance be ensured in a collaborative editor?

A

Optimize data structures for minimal latency, use efficient diff algorithms, and implement client-side caching.

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10
Q

How can fault tolerance be added to a collaborative editor?

A

Implement autosave features, maintain operation logs for recovery, and design for graceful degradation during network issues.

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11
Q

How is monitoring and debugging handled in a collaborative editor?

A

Track synchronization latency, monitor error rates, and log user actions for auditing.

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12
Q

What is a real-world tradeoff in collaborative editors?

A

Balancing real-time responsiveness with data consistency and conflict resolution complexity.

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13
Q

What is a common interview question on collaborative editors?

A

Design a real-time collaborative document editing system like Google Docs.

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14
Q

What is a potential gotcha in collaborative editors?

A

Handling concurrent edits and ensuring consistency across distributed clients can be challenging.

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15
Q

What is Netflix?

A

Netflix is a subscription-based video streaming service that offers a wide variety of TV shows, movies, and documentaries on internet-connected devices.

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16
Q

What are the advantages of Netflix?

A

On-demand content access, personalized recommendations, and cross-platform availability.

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17
Q

What are the disadvantages of Netflix?

A

High bandwidth consumption, content licensing restrictions, and potential streaming latency.

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18
Q

What are best practices when designing a video streaming service like Netflix?

A

Use content delivery networks (CDNs) for efficient content distribution, implement adaptive bitrate streaming, and employ caching strategies.

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19
Q

What are common use cases for video streaming services?

A

Entertainment, educational content delivery, and live event broadcasting.

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20
Q

How does a video streaming service impact system design?

A

Requires scalable infrastructure, efficient media encoding/decoding, and robust user authentication mechanisms.

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21
Q

Give an example of a video streaming service.

A

Netflix, Hulu, Amazon Prime Video, and Disney+.

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22
Q

What are the architectural components of a video streaming service?

A

Content ingestion system, media encoding pipeline, CDN, user interface, and recommendation engine.

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23
Q

How can performance be ensured in a video streaming service?

A

Implement adaptive streaming protocols, optimize CDN placement, and monitor playback metrics.

24
Q

How can fault tolerance be added to a video streaming service?

A

Use redundant servers, implement failover strategies, and monitor system health continuously.

25
How is monitoring and debugging handled in a video streaming service?
Track streaming quality metrics, monitor server load, and analyze user engagement data.
26
What is a real-world tradeoff in video streaming services?
Balancing video quality with bandwidth consumption and latency.
27
What is a common interview question on video streaming services?
Design a scalable video streaming platform like Netflix.
28
What is a potential gotcha in video streaming services?
Handling sudden spikes in user demand during popular content releases can strain resources.
29
What is Amazon's e-commerce system?
Amazon's e-commerce system is a comprehensive online platform that facilitates buying and selling of goods, incorporating features like product listings, shopping carts, and order fulfillment.
30
What are the advantages of Amazon's e-commerce system?
Wide product selection, user-friendly interface, and efficient logistics network.
31
What are the disadvantages of Amazon's e-commerce system?
Intense competition among sellers, potential counterfeit products, and complex return policies.
32
What are best practices when designing an e-commerce system like Amazon?
Implement scalable microservices architecture, use robust search and recommendation engines, and ensure secure payment processing.
33
What are common use cases for e-commerce systems?
Online retail, digital marketplaces, and subscription-based product services.
34
How does an e-commerce system impact system design?
Requires integration of inventory management, payment gateways, and customer relationship management tools.
35
Give an example of an e-commerce system.
Amazon, eBay, Alibaba, and Shopify.
36
What are the architectural components of an e-commerce system?
Product catalog service, user account management, shopping cart service, payment processing, and order fulfillment system.
37
How can performance be ensured in an e-commerce system?
Optimize database queries, implement caching mechanisms, and use load balancers to distribute traffic.
38
How can fault tolerance be added to an e-commerce system?
Deploy redundant services, implement transaction rollbacks, and monitor system health.
39
How is monitoring and debugging handled in an e-commerce system?
Track transaction logs, monitor user activity, and analyze system performance metrics.
40
What is a real-world tradeoff in e-commerce systems?
Balancing personalization with user privacy and data security.
41
What is a common interview question on e-commerce systems?
Design a scalable e-commerce platform like Amazon.
42
What is a potential gotcha in e-commerce systems?
Handling inventory synchronization across multiple warehouses can be complex.
43
What is a scalable event-driven system?
A scalable event-driven system is an architecture where components communicate through events, allowing for asynchronous processing and improved scalability.
44
What are the advantages of event-driven systems?
Loose coupling of components, improved scalability, and real-time data processing.
45
What are the disadvantages of event-driven systems?
Increased complexity in debugging, potential for message loss, and challenges in ensuring data consistency.
46
What are best practices when designing an event-driven system?
Use reliable messaging systems, implement idempotent event handlers, and ensure proper event schema versioning.
47
What are common use cases for event-driven systems?
Real-time analytics, IoT applications, and microservices communication.
48
How does an event-driven system impact system design?
Requires designing for eventual consistency, implementing message brokers, and handling asynchronous workflows.
49
Give an example of an event-driven system.
Order processing systems, real-time analytics platforms, and notification services.
50
What are the architectural components of an event-driven system?
Event producers, message brokers, event consumers, and event stores.
51
How can performance be ensured in an event-driven system?
Optimize message throughput, implement backpressure mechanisms, and monitor system latency.
52
How can fault tolerance be added to an event-driven system?
Use durable message queues, implement retry mechanisms, and monitor system health.
53
How is monitoring and debugging handled in an event-driven system?
Track event flows, monitor message queues, and analyze system logs.
54
What is a real-world tradeoff in event-driven systems?
Balancing system responsiveness with data consistency and complexity.
55
What is a common interview question on event-driven systems?
Design a scalable event-driven architecture for processing user activity logs.
56
What is a potential gotcha in event-driven systems?
Ensuring exactly-once message processing can be challenging due to retries and duplicates.