125 lines
9.2 KiB
Markdown
125 lines
9.2 KiB
Markdown
# Awesome System Design Resources
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This repository contains resources to learn System Design concepts and prepare for interviews all using free resources.
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## System Design Fundamentals
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- [Horizontal vs Vertical Scaling](https://www.spiceworks.com/tech/cloud/articles/horizontal-vs-vertical-cloud-scaling/)
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- [Content Delivery Network (CDN)](https://www.cloudflare.com/learning/cdn/what-is-a-cdn/)
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- [Caching](https://medium.com/must-know-computer-science/system-design-caching-acbd1b02ca01)
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- [Distributed Caching](https://redis.com/glossary/distributed-caching/)
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- [Latency vs Throughput](https://aws.amazon.com/compare/the-difference-between-throughput-and-latency/)
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- [CAP Theorem](https://www.bmc.com/blogs/cap-theorem/)
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- [Load Balancing](https://aws.amazon.com/what-is/load-balancing/)
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- [ACID Transactions](https://redis.com/glossary/acid-transactions/)
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- [SQL vs NoSQL](https://www.integrate.io/blog/the-sql-vs-nosql-difference/)
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- [Consistent Hashing](https://arpitbhayani.me/blogs/consistent-hashing/)
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- [Database Index](https://www.progress.com/tutorials/odbc/using-indexes)
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- [Rate Limiting](https://www.imperva.com/learn/application-security/rate-limiting/)
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- [Microservices Architecture](https://medium.com/hashmapinc/the-what-why-and-how-of-a-microservices-architecture-4179579423a9)
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- [Microservices Guidelines](https://newsletter.systemdesign.one/p/netflix-microservices)
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- [API Design](https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f)
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- [Strong vs Eventual Consistency](https://hackernoon.com/eventual-vs-strong-consistency-in-distributed-databases-282fdad37cf7)
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- [Consistency Patterns](https://systemdesign.one/consistency-patterns/)
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- [Synchronous vs. asynchronous communications](https://www.techtarget.com/searchapparchitecture/tip/Synchronous-vs-asynchronous-communication-The-differences)
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- [REST vs RPC](https://aws.amazon.com/compare/the-difference-between-rpc-and-rest/)
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- [Batch Processing vs Stream Processing](https://atlan.com/batch-processing-vs-stream-processing/)
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- [HeartBeat](https://martinfowler.com/articles/patterns-of-distributed-systems/heartbeat.html)
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- [Circuit Breaker](https://medium.com/geekculture/design-patterns-for-microservices-circuit-breaker-pattern-276249ffab33)
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- [Idempotency](https://blog.dreamfactory.com/what-is-idempotency/)
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- [Database Scaling](https://thenewstack.io/techniques-for-scaling-applications-with-a-database/)
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- [Data Replication](https://redis.com/blog/what-is-data-replication/)
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- [Data Redundancy](https://www.egnyte.com/guides/governance/data-redundancy)
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- [Database Sharding](https://www.mongodb.com/features/database-sharding-explained#)
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- [Fault Tolerance](https://www.cockroachlabs.com/blog/what-is-fault-tolerance/)
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- [Failover](https://avinetworks.com/glossary/failover/)
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- [Proxy Server](https://www.fortinet.com/resources/cyberglossary/proxy-server)
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- [Domain Name System (DNS)](https://www.cloudflare.com/learning/dns/what-is-dns/)
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- [Message Queues](https://medium.com/must-know-computer-science/system-design-message-queues-245612428a22)
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- [WebSockets](https://www.pubnub.com/guides/websockets/)
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- [Bloom Filters](https://www.enjoyalgorithms.com/blog/bloom-filter)
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- [Consensus Algorithms](https://medium.com/@sourabhatta1819/consensus-in-distributed-system-ac79f8ba2b8c)
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- [Gossip Protocol](http://highscalability.com/blog/2023/7/16/gossip-protocol-explained.html)
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- [API Gateway](https://www.nginx.com/learn/api-gateway/)
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- [Serverless Architecture](https://www.datadoghq.com/knowledge-center/serverless-architecture/)
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- [Service Discovery](https://www.nginx.com/blog/service-discovery-in-a-microservices-architecture/)
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- [Disaster Recovery](https://cloud.google.com/learn/what-is-disaster-recovery)
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- [Distributed Locking](https://martin.kleppmann.com/2016/02/08/how-to-do-distributed-locking.html)
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- [Distributed Tracing](https://www.dynatrace.com/news/blog/what-is-distributed-tracing/)
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- [Checksum](https://www.lifewire.com/what-does-checksum-mean-2625825)
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### [System Design Interview Template](interview-template.md)
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## System Design Interview Problems
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### Easy
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- [Design Leaderboard](https://systemdesign.one/leaderboard-system-design/)
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- [Design URL Shortener like TinyURL](https://www.youtube.com/watch?v=fMZMm_0ZhK4)
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- [Design Text Storage Service like Pastebin](https://www.youtube.com/watch?v=josjRSBqEBI)
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- [Design Content Delivery Network (CDN)](https://www.youtube.com/watch?v=8zX0rue2Hic)
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- [Design Parking Garage](https://www.youtube.com/watch?v=NtMvNh0WFVM)
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- [Design Vending Machine](https://www.youtube.com/watch?v=D0kDMUgo27c)
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- [Design Distributed Key-Value Store](https://www.youtube.com/watch?v=rnZmdmlR-2M)
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- [Design Distributed Cache](https://www.youtube.com/watch?v=iuqZvajTOyA)
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- [Design Distributed Job Scheduler](https://towardsdatascience.com/ace-the-system-design-interview-job-scheduling-system-b25693817950)
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- [Design Authentication System](https://www.youtube.com/watch?v=uj_4vxm9u90)
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- [Design Unified Payments Interface (UPI)](https://www.youtube.com/watch?v=QpLy0_c_RXk)
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### Medium
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- [Design Instagram](https://www.youtube.com/watch?v=VJpfO6KdyWE)
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- [Design Tinder](https://www.youtube.com/watch?v=tndzLznxq40)
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- [Design WhatsApp](https://www.youtube.com/watch?v=vvhC64hQZMk)
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- [Design Facebook](https://www.youtube.com/watch?v=9-hjBGxuiEs)
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- [Design Twitter](https://www.youtube.com/watch?v=wYk0xPP_P_8)
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- [Design Reddit](https://www.youtube.com/watch?v=KYExYE_9nIY)
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- [Design Netflix](https://www.youtube.com/watch?v=psQzyFfsUGU)
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- [Design Youtube](https://www.youtube.com/watch?v=jPKTo1iGQiE)
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- [Design Google Search](https://www.youtube.com/watch?v=CeGtqouT8eA)
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- [Design E-commerce Store like Amazon](https://www.youtube.com/watch?v=EpASu_1dUdE)
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- [Design Spotify](https://www.youtube.com/watch?v=_K-eupuDVEc)
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- [Design TikTok](https://www.youtube.com/watch?v=Z-0g_aJL5Fw)
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- [Design Shopify](https://www.youtube.com/watch?v=lEL4F_0J3l8)
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- [Design Airbnb](https://www.youtube.com/watch?v=YyOXt2MEkv4)
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- [Design Autocomplete for Search Engines](https://www.youtube.com/watch?v=us0qySiUsGU)
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- [Design Rate Limiter](https://www.youtube.com/watch?v=mhUQe4BKZXs)
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- [Design Distributed Message Queue like Kafka](https://www.youtube.com/watch?v=iJLL-KPqBpM)
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- [Design Flight Booking System](https://www.youtube.com/watch?v=qsGcfVGvFSs)
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- [Design Online Code Editor](https://www.youtube.com/watch?v=07jkn4jUtso)
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- [Design Stock Exchange System](https://www.youtube.com/watch?v=dUMWMZmMsVE)
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- [Design an Analytics Platform (Metrics & Logging)](https://www.youtube.com/watch?v=kIcq1_pBQSY)
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- [Design Notification Service](https://www.youtube.com/watch?v=CUwt9_l0DOg)
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- [Design Payment System](https://www.youtube.com/watch?v=olfaBgJrUBI)
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- [Design a Digital Wallet](https://www.youtube.com/watch?v=MCKdixWBnco)
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### Hard
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- [Design Slack](https://systemdesign.one/slack-architecture/)
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- [Design Live Comments](https://systemdesign.one/live-comment-system-design/)
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- [Design Distributed Counter](https://systemdesign.one/distributed-counter-system-design/)
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- [Design Location Based Service like Yelp](https://www.youtube.com/watch?v=M4lR_Va97cQ)
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- [Design Uber](https://www.youtube.com/watch?v=umWABit-wbk)
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- [Design Food Delivery App like Doordash](https://www.youtube.com/watch?v=iRhSAR3ldTw)
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- [Design Google Docs](https://www.youtube.com/watch?v=2auwirNBvGg)
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- [Design Google Maps](https://www.youtube.com/watch?v=jk3yvVfNvds)
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- [Design Zoom](https://www.youtube.com/watch?v=G32ThJakeHk)
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- [Design File Sharing System like Dropbox](https://www.youtube.com/watch?v=U0xTu6E2CT8)
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- [Design Ticket Booking System like BookMyShow](https://www.youtube.com/watch?v=lBAwJgoO3Ek)
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- [Design Distributed Web Crawler](https://www.youtube.com/watch?v=BKZxZwUgL3Y)
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- [Design Code Deployment System](https://www.youtube.com/watch?v=q0KGYwNbf-0)
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- [Design Distributed Cloud Storage like S3](https://www.youtube.com/watch?v=UmWtcgC96X8)
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- [Design Distributed Locking Service](https://www.youtube.com/watch?v=v7x75aN9liM)
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## Must-Read Engineering Articles
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- [How Discord stores trillions of messages](https://discord.com/blog/how-discord-stores-trillions-of-messages)
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- [Building In-Video Search](https://netflixtechblog.com/building-in-video-search-936766f0017c)
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- [How Canva scaled Media uploads from Zero to 50 Million per Day](https://www.canva.dev/blog/engineering/from-zero-to-50-million-uploads-per-day-scaling-media-at-canva/)
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- [How Airbnb avoids double payments in a Distributed Payments System](https://medium.com/airbnb-engineering/avoiding-double-payments-in-a-distributed-payments-system-2981f6b070bb)
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- [Stripe’s payments APIs - The first 10 years](https://stripe.com/blog/payment-api-design)
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- [Real time messaging at Slack](https://slack.engineering/real-time-messaging/)
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## Books
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- [Designing Data-Intensive Applications](https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/B08VL1BLHB/)
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- [System Design Interview – An insider's guide](https://www.amazon.com/System-Design-Interview-insiders-Second/dp/B08CMF2CQF/)
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## YouTube Channels
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- [Tech Dummies Narendra L](https://www.youtube.com/@TechDummiesNarendraL)
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- [Gaurav Sen](https://www.youtube.com/@gkcs)
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- [codeKarle](https://www.youtube.com/@codeKarle)
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- [ByteByteGo](https://www.youtube.com/@ByteByteGo)
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- [System Design Interview](https://www.youtube.com/@SystemDesignInterview)
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- [Success in Tech](https://www.youtube.com/@SuccessinTech/videos)
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