base on Learn System Design concepts and prepare for interviews using free resources. <p align="center"> <img src="diagrams/system-design-github-logo.png" width="350" height="200"> </p> This repository contains free resources to learn System Design concepts and prepare for interviews. Join my free [AlgoMaster Newsletter](https://bit.ly/amghsd) and get a **FREE System Design Interview Handbook** in your inbox. ## 📌 System Design Key Concepts - [Scalability](https://blog.algomaster.io/p/scalability) - [Availability](https://blog.algomaster.io/p/system-design-what-is-availability) - [CAP Theorem](https://blog.algomaster.io/p/cap-theorem-explained) - [ACID Transactions](https://blog.algomaster.io/p/ecae03ba-1930-42ef-8796-83e2fa818989) - [Consistent Hashing](https://highscalability.com/consistent-hashing-algorithm/) - [Rate Limiting](https://blog.algomaster.io/p/rate-limiting-algorithms-explained-with-code) - [SPOF](https://blog.algomaster.io/p/system-design-how-to-avoid-single-point-of-failures) - [Fault Tolerance](https://www.cockroachlabs.com/blog/what-is-fault-tolerance/) - [Consensus Algorithms](https://medium.com/@sourabhatta1819/consensus-in-distributed-system-ac79f8ba2b8c) - [Gossip Protocol](http://highscalability.com/blog/2023/7/16/gossip-protocol-explained.html) - [Service Discovery](https://blog.algomaster.io/p/0204da93-f0e9-49b9-a88a-cb20b9931575) - [API Design](https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f) - [Disaster Recovery](https://cloud.google.com/learn/what-is-disaster-recovery) - [Distributed Tracing](https://www.dynatrace.com/news/blog/what-is-distributed-tracing/) ## 🛠️ System Design Building Blocks - [Content Delivery Network (CDN)](https://blog.algomaster.io/p/27c62e07-f25b-40ac-a397-101cc54f1f0a) - [Proxy vs Reverse Proxy](https://blog.algomaster.io/p/proxy-vs-reverse-proxy-explained) - [Domain Name System (DNS)](https://www.cloudflare.com/learning/dns/what-is-dns/) - [Caching](https://blog.algomaster.io/p/4d7d6f8a-6803-4c7b-85ca-864c87c2cbf2) - [Caching Strategies](https://blog.algomaster.io/p/top-5-caching-strategies-explained) - [Distributed Caching](https://blog.algomaster.io/p/distributed-caching) - [Load Balancing](https://blog.algomaster.io/p/load-balancing-algorithms-explained-with-code) - [Databases Types](https://blog.algomaster.io/p/15-types-of-databases) - [SQL vs NoSQL](https://blog.algomaster.io/p/sql-vs-nosql-7-key-differences) - [Database Indexes](https://blog.algomaster.io/p/a-detailed-guide-on-database-indexes) - [Consistency Patterns](https://systemdesign.one/consistency-patterns/) - [HeartBeats](https://blog.algomaster.io/p/heartbeats-in-distributed-systems) - [Circuit Breaker](https://medium.com/geekculture/design-patterns-for-microservices-circuit-breaker-pattern-276249ffab33) - [Idempotency](https://blog.algomaster.io/p/idempotency-in-distributed-systems) - [Database Scaling](https://blog.algomaster.io/p/system-design-how-to-scale-a-database) - [Data Replication](https://redis.com/blog/what-is-data-replication/) - [Data Redundancy](https://blog.algomaster.io/p/489440f1-9c80-4241-9ec8-de156964c3b9) - [Database Sharding](https://blog.algomaster.io/p/what-is-database-sharding) - [Database Architectures](https://www.mongodb.com/developer/products/mongodb/active-active-application-architectures/) - [Failover](https://www.druva.com/glossary/what-is-a-failover-definition-and-related-faqs) - [Bloom Filters](https://blog.algomaster.io/p/bloom-filters) - [Message Queues](https://blog.algomaster.io/p/message-queues) - [WebSockets](https://blog.algomaster.io/p/websockets) - [Checksums](https://blog.algomaster.io/p/what-are-checksums) - [API Gateway](https://www.nginx.com/learn/api-gateway/) - [Microservices Guidelines](https://newsletter.systemdesign.one/p/netflix-microservices) - [Distributed Locking](https://martin.kleppmann.com/2016/02/08/how-to-do-distributed-locking.html) ## ⚖️ System Design Tradeoffs - [Top 15 Tradeoffs](https://blog.algomaster.io/p/system-design-top-15-trade-offs) - [Vertical vs Horizontal Scaling](https://blog.algomaster.io/p/system-design-vertical-vs-horizontal-scaling) - [Stateful vs Stateless Design](https://blog.algomaster.io/p/741dff8e-10ea-413e-8dd2-be57434917d2) - [Batch vs Stream Processing](https://blog.algomaster.io/p/batch-processing-vs-stream-processing) - [Strong vs Eventual Consistency](https://blog.algomaster.io/p/7d9da525-fe25-4e16-94e8-8056e7c57934) - [Read-Through vs Write-Through Cache](https://blog.algomaster.io/p/59cae60d-9717-4e20-a59e-759e370db4e5) - [Push vs Pull Architecture](https://blog.algomaster.io/p/af5fe2fe-9a4f-4708-af43-184945a243af) - [Long-polling vs WebSockets](https://blog.algomaster.io/p/60bfcee4-8ac5-4500-a557-a04c8cbcaf48) - [REST vs RPC](https://blog.algomaster.io/p/106604fb-b746-41de-88fb-60e932b2ff68) - [Synchronous vs. asynchronous communications](https://blog.algomaster.io/p/aec1cebf-6060-45a7-8e00-47364ca70761) - [Latency vs Throughput](https://aws.amazon.com/compare/the-difference-between-throughput-and-latency/) ## 🖇️ System Design Architectural Patterns - [Client-Server Architecture](https://blog.algomaster.io/p/4585cf8e-30a4-4295-936f-308a25cb716c) - [Microservices Architecture](https://medium.com/hashmapinc/the-what-why-and-how-of-a-microservices-architecture-4179579423a9) - [Serverless Architecture](https://blog.algomaster.io/p/2edeb23b-cfa5-4b24-845e-3f6f7a39d162) - [Event-Driven Architecture](https://www.confluent.io/learn/event-driven-architecture/) - [Peer-to-Peer (P2P) Architecture](https://www.spiceworks.com/tech/networking/articles/what-is-peer-to-peer/) ## ✅ How to Answer a System Design Interview Problem <img src="diagrams/interview-template.png" width="400" height="250"> ### [Read the Full Article](https://blog.algomaster.io/p/how-to-answer-a-system-design-interview-problem) ## 💻 System Design Interview Problems ### Easy - [Design URL Shortener like TinyURL](https://blog.algomaster.io/p/design-a-url-shortener) - [Design Text Storage Service like Pastebin](https://www.youtube.com/watch?v=josjRSBqEBI) - [Design Leaderboard](https://systemdesign.one/leaderboard-system-design/) - [Design Content Delivery Network (CDN)](https://www.youtube.com/watch?v=8zX0rue2Hic) - [Design Parking Garage](https://www.youtube.com/watch?v=NtMvNh0WFVM) - [Design Vending Machine](https://www.youtube.com/watch?v=D0kDMUgo27c) - [Design Distributed Key-Value Store](https://www.youtube.com/watch?v=rnZmdmlR-2M) - [Design Distributed Cache](https://www.youtube.com/watch?v=iuqZvajTOyA) - [Design Authentication System](https://www.youtube.com/watch?v=uj_4vxm9u90) - [Design Unified Payments Interface (UPI)](https://www.youtube.com/watch?v=QpLy0_c_RXk) ### Medium - [Design WhatsApp](https://blog.algomaster.io/p/design-a-chat-application-like-whatsapp) - [Design Spotify](https://blog.algomaster.io/p/design-spotify-system-design-interview) - [Design Distributed Job Scheduler](https://blog.algomaster.io/p/design-a-distributed-job-scheduler) - [Design a Scalable Notification Service](https://blog.algomaster.io/p/design-a-scalable-notification-service) - [Design Instagram](https://www.youtube.com/watch?v=VJpfO6KdyWE) - [Design Tinder](https://www.youtube.com/watch?v=tndzLznxq40) - [Design Facebook](https://www.youtube.com/watch?v=9-hjBGxuiEs) - [Design Twitter](https://www.youtube.com/watch?v=wYk0xPP_P_8) - [Design Reddit](https://www.youtube.com/watch?v=KYExYE_9nIY) - [Design Netflix](https://www.youtube.com/watch?v=psQzyFfsUGU) - [Design Youtube](https://www.youtube.com/watch?v=jPKTo1iGQiE) - [Design Google Search](https://www.youtube.com/watch?v=CeGtqouT8eA) - [Design E-commerce Store like Amazon](https://www.youtube.com/watch?v=EpASu_1dUdE) - [Design TikTok](https://www.youtube.com/watch?v=Z-0g_aJL5Fw) - [Design Shopify](https://www.youtube.com/watch?v=lEL4F_0J3l8) - [Design Airbnb](https://www.youtube.com/watch?v=YyOXt2MEkv4) - [Design Autocomplete for Search Engines](https://www.youtube.com/watch?v=us0qySiUsGU) - [Design Rate Limiter](https://www.youtube.com/watch?v=mhUQe4BKZXs) - [Design Distributed Message Queue like Kafka](https://www.youtube.com/watch?v=iJLL-KPqBpM) - [Design Flight Booking System](https://www.youtube.com/watch?v=qsGcfVGvFSs) - [Design Online Code Editor](https://www.youtube.com/watch?v=07jkn4jUtso) - [Design Stock Exchange System](https://www.youtube.com/watch?v=dUMWMZmMsVE) - [Design an Analytics Platform (Metrics & Logging)](https://www.youtube.com/watch?v=kIcq1_pBQSY) - [Design Payment System](https://www.youtube.com/watch?v=olfaBgJrUBI) - [Design a Digital Wallet](https://www.youtube.com/watch?v=4ijjIUeq6hE) ### Hard - [Design Location Based Service like Yelp](https://www.youtube.com/watch?v=M4lR_Va97cQ) - [Design Uber](https://www.youtube.com/watch?v=umWABit-wbk) - [Design Food Delivery App like Doordash](https://www.youtube.com/watch?v=iRhSAR3ldTw) - [Design Google Docs](https://www.youtube.com/watch?v=2auwirNBvGg) - [Design Google Maps](https://www.youtube.com/watch?v=jk3yvVfNvds) - [Design Zoom](https://www.youtube.com/watch?v=G32ThJakeHk) - [Design Distributed Counter](https://systemdesign.one/distributed-counter-system-design/) - [Design File Sharing System like Dropbox](https://www.youtube.com/watch?v=U0xTu6E2CT8) - [Design Ticket Booking System like BookMyShow](https://www.youtube.com/watch?v=lBAwJgoO3Ek) - [Design Distributed Web Crawler](https://www.youtube.com/watch?v=BKZxZwUgL3Y) - [Design Code Deployment System](https://www.youtube.com/watch?v=q0KGYwNbf-0) - [Design Distributed Cloud Storage like S3](https://www.youtube.com/watch?v=UmWtcgC96X8) - [Design Distributed Locking Service](https://www.youtube.com/watch?v=v7x75aN9liM) - [Design Slack](https://systemdesign.one/slack-architecture/) - [Design Live Comments](https://systemdesign.one/live-comment-system-design/) ## 📚 Books - [Designing Data-Intensive Applications](https://amzn.to/4fh2qUZ) ## 📺 YouTube Channels - [Tech Dummies Narendra L](https://www.youtube.com/@TechDummiesNarendraL) - [Gaurav Sen](https://www.youtube.com/@gkcs) - [codeKarle](https://www.youtube.com/@codeKarle) - [ByteByteGo](https://www.youtube.com/@ByteByteGo) - [System Design Interview](https://www.youtube.com/@SystemDesignInterview) - [sudoCODE](https://www.youtube.com/@sudocode) - [Success in Tech](https://www.youtube.com/@SuccessinTech/videos) ## 📜 Must-Read Engineering Articles - [How Discord stores trillions of messages](https://discord.com/blog/how-discord-stores-trillions-of-messages) - [Building In-Video Search at Netflix](https://netflixtechblog.com/building-in-video-search-936766f0017c) - [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/) - [How Airbnb avoids double payments in a Distributed Payments System](https://medium.com/airbnb-engineering/avoiding-double-payments-in-a-distributed-payments-system-2981f6b070bb) - [Stripe’s payments APIs - The first 10 years](https://stripe.com/blog/payment-api-design) - [Real time messaging at Slack](https://slack.engineering/real-time-messaging/) ## 🗞️ Must-Read Distributed Systems Papers - [Paxos: The Part-Time Parliament](https://lamport.azurewebsites.net/pubs/lamport-paxos.pdf) - [MapReduce: Simplified Data Processing on Large Clusters](https://research.google.com/archive/mapreduce-osdi04.pdf) - [The Google File System](https://static.googleusercontent.com/media/research.google.com/en//archive/gfs-sosp2003.pdf) - [Dynamo: Amazon’s Highly Available Key-value Store](https://www.allthingsdistributed.com/files/amazon-dynamo-sosp2007.pdf) - [Kafka: a Distributed Messaging System for Log Processing](https://notes.stephenholiday.com/Kafka.pdf) - [Spanner: Google’s Globally-Distributed Database](https://static.googleusercontent.com/media/research.google.com/en//archive/spanner-osdi2012.pdf) - [Bigtable: A Distributed Storage System for Structured Data](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf) - [ZooKeeper: Wait-free coordination for Internet-scale systems](https://www.usenix.org/legacy/event/usenix10/tech/full_papers/Hunt.pdf) - [The Log-Structured Merge-Tree (LSM-Tree)](https://www.cs.umb.edu/~poneil/lsmtree.pdf) - [The Chubby lock service for loosely-coupled distributed systems](https://static.googleusercontent.com/media/research.google.com/en//archive/chubby-osdi06.pdf) ", Assign "at most 3 tags" to the expected json: {"id":"4923","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"