Advanced2 Flashcards
Design Facebook Messenger Design Distributed File System (like HDFS) Design a Global CDN (like Cloudflare/Akamai) Design an Online Multiplayer Game Backend (56 cards)
What is Facebook Messenger?
Facebook Messenger is a real-time messaging platform developed by Meta, enabling users to send text, voice, and video messages, as well as share media and conduct group chats.
What are the advantages of Facebook Messenger?
Real-time communication, multimedia support, integration with Facebook’s ecosystem, and cross-platform availability.
What are the disadvantages of Facebook Messenger?
Potential privacy concerns, dependency on internet connectivity, and high resource consumption on devices.
What are best practices when designing a chat system like Facebook Messenger?
Implement end-to-end encryption, use efficient messaging protocols like MQTT, ensure message synchronization across devices, and design for scalability.
What are common use cases for chat systems?
Personal communication, customer support, team collaboration, and social networking.
How does a chat system impact system design?
Requires low-latency message delivery, real-time synchronization, and robust handling of concurrent connections.
Give an example of a chat system.
Facebook Messenger, WhatsApp, Slack, and Telegram.
What are the architectural components of a chat system?
Client applications, messaging servers, presence servers, notification services, and storage databases.
How can performance be ensured in a chat system?
Optimize message routing, use load balancers, implement caching mechanisms, and monitor system metrics.
How can fault tolerance be added to a chat system?
Deploy redundant servers, implement message queues for retries, and use distributed databases.
How is monitoring and debugging handled in a chat system?
Track message delivery statuses, monitor server health, and analyze logs for anomalies.
What is a real-world tradeoff in chat systems?
Balancing message delivery speed with data consistency and system scalability.
What is a common interview question on chat systems?
Design a scalable chat application supporting real-time messaging and media sharing.
What is a potential gotcha in chat systems?
Handling message ordering and delivery guarantees in the presence of network partitions.
What is a Distributed File System (DFS)?
A DFS is a file system that allows access to files from multiple hosts sharing via a computer network, appearing as if they are on the local machine.
What are the advantages of a DFS like HDFS?
High fault tolerance, scalability, and ability to handle large datasets across multiple machines.
What are the disadvantages of a DFS like HDFS?
Complexity in management, potential latency in data retrieval, and challenges in ensuring data consistency.
What are best practices when designing a DFS?
Implement data replication, use consistent hashing for data distribution, and monitor node health regularly.
What are common use cases for DFS?
Big data processing, cloud storage solutions, and content delivery networks.
How does a DFS impact system design?
Requires considerations for data distribution, replication strategies, and fault tolerance mechanisms.
Give an example of a DFS.
Hadoop Distributed File System (HDFS), Google File System (GFS), and Amazon S3.
What are the architectural components of a DFS?
NameNode (metadata server), DataNodes (storage nodes), and client interfaces.
How can performance be ensured in a DFS?
Optimize data placement strategies, implement caching, and balance load across nodes.
How can fault tolerance be added to a DFS?
Use data replication, implement heartbeat mechanisms, and design for automatic failover.