System Design Interview: Decentralized Web Crawler
📰 Medium · Programming
Learn to design a decentralized web crawler in a system design interview, covering key decisions and tradeoffs
Action Steps
- Design a high-level architecture for a decentralized web crawler using a distributed hash table
- Choose a data storage solution, such as a graph database or a key-value store, to store crawled web pages
- Implement a protocol for nodes to communicate and share crawled data, such as gossip protocols or message queues
- Configure a scheduling system to assign tasks to nodes and handle failures, using techniques like consistent hashing or load balancing
- Test and evaluate the system's performance, scalability, and fault tolerance using metrics like crawl rate and data consistency
Who Needs to Know This
Software engineers and system designers can benefit from this article to improve their system design skills, particularly in designing distributed systems
Key Insight
💡 A decentralized web crawler requires a distributed architecture, data storage, and communication protocols to ensure scalability and fault tolerance
Share This
🕸️ Design a decentralized web crawler in a system design interview! 🤔
Key Takeaways
Learn to design a decentralized web crawler in a system design interview, covering key decisions and tradeoffs
Full Article
The video version covers each design decision in more detail, with worked examples and tradeoff discussions. Continue reading on Medium »
DeepCamp AI