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These are the best resources for System Design on the Internet
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# System Design Resources

These are the best resources for System Design on the Internet.



# Table of Contents



- [Video Processing](#video-processing)

- [Cluster and Workflow Management](#cluster-and-workflow-management)

- [Intra-Service Messaging](#intra-service-messaging)

- [Message Queue Antipattern](#message-queue-antipattern)

- [Service Mesh](#service-mesh)

- [Practical System Design](#practical-system-design)

- [Distributed File System](#distributed-file-system)

- [Time Series Databases](#time-series-databases)

- [Rate Limiting](#rate-limiting)

- [In Memory Database - Redis](#in-memory-database---redis)

- [Network Protocols](#network-protocols)

- [Chess Engine Design](#chess-engine-design)

- [Subscription Management System](#subscription-management-system)

- [Google Docs](#google-docs)

- [API Design](#api-design)

- [NoSQL Database Internals](#nosql-database-internals)

- [NoSQL Database Algorithms](#nosql-database-algorithms)

- [Database Replication](#database-replication)

- [Containers and Docker](#containers-and-docker)

- [Capacity Estimation](#capacity-estimation)

- [Publisher Subscriber](#publisher-subscriber)

- [Event Driven Architectures](#event-driven-architectures)

- [Software Architectures](#software-architectures)

- [Microservices](#microservices)

- [Distributed Transactions consistency Patterns](#distributed-transactions-consistency-patterns)

- [Load Balancing](#load-balancing)

- [Alerts and Anomaly Detection](#alerts-and-anomaly-detection)

- [Distributed Logging](#distributed-logging)

- [Metrics and Text Search Engine](#metrics-and-text-search-engine)

- [Single Point of Failure](#single-point-of-failure)

- [Location Based Services](#location-based-services)

- [Batch Processing](#batch-processing)

- [Real Time Stream Processing](#real-time-stream-processing)

- [Caching](#caching)

- [Distributed Consensus](#distributed-consensus)

- [Authorization](#authorization)

- [Content Delivery Network](#content-delivery-network)

- [Testing Distributed Systems](#testing-distributed-systems)

- [System Design Resources](#system-design-resources)



##

## Video Processing

- [Transcoding Videos at Scale](https://www.egnyte.com/blog/2018/12/transcoding-how-we-serve-videos-at-scale/)

- [Facebook Video Broadcasting](https://engineering.fb.com/ios/under-the-hood-broadcasting-live-video-to-millions/)

- [Netflix Video Encoding at Scale](https://netflixtechblog.com/high-quality-video-encoding-at-scale-d159db052746)

- [Netflix Shot based encoding](https://netflixtechblog.com/optimized-shot-based-encodes-now-streaming-4b9464204830)



##

## Cluster and Workflow Management

- [Facebook Cluster Management](https://engineering.fb.com/data-center-engineering/twine/)

- [Google Autopilot - Autoscaling](https://dl.acm.org/doi/pdf/10.1145/3342195.3387524)

- [Netflix Workflow Orchestration](https://netflix.github.io/conductor/)

- [Opensource Workflow Management](https://github.com/spotify/luigi)

- [Meta Hardware Management](https://engineering.fb.com/2020/12/09/data-center-engineering/how-facebook-keeps-its-large-scale-infrastructure-hardware-up-and-running/)

- [Meta Capacity Assignment](https://engineering.fb.com/2022/09/06/data-center-engineering/viewing-the-world-as-a-computer-global-capacity-management/)

- [Amazon EC2](https://www.allthingsdistributed.com/2015/07/under-the-hood-of-the-amazon-ec2-container-service.html)



##

## Intra-Service Messaging

- [What is a message queue](https://www.cloudamqp.com/blog/what-is-message-queuing.html)

- [AirBnb Idempotency](https://medium.com/airbnb-engineering/avoiding-double-payments-in-a-distributed-payments-system-2981f6b070bb)

- [Meta Async Task Computing](https://engineering.fb.com/2023/01/31/production-engineering/meta-asynchronous-computing/)



## Message Queue Antipattern

- [DB as queue Antipattern](https://en.wikipedia.org/wiki/Database-as-IPC)

- [Using a database as a message queue](https://softwareengineering.stackexchange.com/questions/231410/why-database-as-queue-so-bad)

- [Anti-pattern of DB as a queue](http://mikehadlow.blogspot.com/2012/04/database-as-queue-anti-pattern.html)

- [Drawbacks of DB as a queue](https://www.cloudamqp.com/blog/why-is-a-database-not-the-right-tool-for-a-queue-based-system.html)



##

## Service Mesh

- [Kubernetes Service Mesh](https://akomljen.com/kubernetes-service-mesh/)

- [Kubernetes Sidecar](https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery)

- [Service Mesh](https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery)

- [NginX Service Mesh](https://docs.nginx.com/nginx-service-mesh/about/what-is-nsm/)

- [Data Plane and Control Plane](https://blog.envoyproxy.io/service-mesh-data-plane-vs-control-plane-2774e720f7fc)



##

## Practical System Design

- [Facebook Messenger Optimisations](https://spectrum.ieee.org/how-facebooks-software-engineers-prepare-messenger-for-new-years-eve)

- [YouTube Architecture](http://highscalability.com/youtube-architecture)

- [YouTube scalability 2012](https://www.youtube.com/watch?v=w5WVu624fY8)

- [Distributed Design Patterns](http://horicky.blogspot.com/2010/10/scalable-system-design-patterns.html)

- [Monolith to Microservice](https://martinfowler.com/articles/break-monolith-into-microservices.html)

- [Zerodha Tech Stack](https://zerodha.tech/blog/hello-world/)



##

## Distributed File System

- [Open Source Distributed File System](https://docs.ceph.com/en/latest/architecture/)

- [Amazon S3 Performance hacks](https://aws.amazon.com/blogs/aws/amazon-s3-performance-tips-tricks-seattle-hiring-event/)

- [Amazon S3 object expiration](https://aws.amazon.com/blogs/aws/amazon-s3-object-expiration/)



##

## Time Series Databases

- [Pinterest Time Series Database](https://medium.com/pinterest-engineering/goku-building-a-scalable-and-high-performant-time-series-database-system-a8ff5758a181)

- [Uber Time Series DB](https://eng.uber.com/aresdb/)

- [TimeSeries Relational DB](https://blog.timescale.com/blog/time-series-data-why-and-how-to-use-a-relational-database-instead-of-nosql-d0cd6975e87c)

- [Facebook Gorilla Time Series DB](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf)



##

## Rate Limiting

- [Circuit Breaker Algorithm](https://martinfowler.com/bliki/CircuitBreaker.html)

- [Uber Rate Limiter](https://github.com/uber-go/ratelimit/blob/master/ratelimit.go)



##

## In Memory Database - Redis

- [Redis Official Documentation](https://redis.com/)

- [Learn Redis through Redis University](https://university.redis.com/)

- [Redis Open Source Repo](https://github.com/redis/redis)

- [Redis Architecture](https://medium.com/opstree-technology/redis-cluster-architecture-replication-sharding-and-failover-86871e783ac0)



##

## Network Protocols

- [What is HTTP](https://engineering.cred.club/head-of-line-hol-blocking-in-http-1-and-http-2-50b24e9e3372)

- [QUIC Protocol](https://www.akamai.com/blog/performance/http3-and-quic-past-present-and-future)

- [TCP Protocol algorithms](https://ee.lbl.gov/papers/congavoid.pdf) (First 10 pages are important)

- [WebRTC](https://webrtc.github.io/webrtc-org/blog/2012/07/23/a-great-introduction-to-webrtc.html)

- [WebSockets](https://datatracker.ietf.org/doc/html/rfc6455#section-1.2)

- [Dynamic Source Routing using QUIC](https://fb.watch/fSEbI4KHlA/)



##

## Chess Engine Design

- [Chess Engine Building](https://www.youtube.com/watch?v=U4ogK0MIzqk)



##

## Subscription Management System

- [Subscription Manager](https://netflixtechblog.com/building-a-rule-based-platform-to-manage-netflix-membership-skus-at-scale-e3c0f82aa7bc)



##

## Google Docs

- [Operational Transform](http://www.codecommit.com/blog/java/understanding-and-applying-operational-transformation)

- [Google Docs](https://www.youtube.com/watch?v=uOFzWZrsPV0&list=PLX)

- [Lumiere](https://www.arxiv.org/abs/2401.12945)



## 

## API Design



- [API Design at Airbnb](https://medium.com/airbnb-engineering/building-services-at-airbnb-part-1-c4c1d8fa811b)

- [Swagger APIs](https://swagger.io/docs/specification/about/)



##

## NoSQL Database Internals



- [Cassandra Architecture](https://docs.datastax.com/en/archived/cassandra/3.0/cassandra/architecture/archIntro.html)

- [Google BigTable Architecture](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf)

- [Amazon Dynamo DB Internals](https://www.allthingsdistributed.com/2007/10/amazons_dynamo.html)

- [Design Patterns in Amazon Dynamo DB](https://www.youtube.com/watch?v=HaEPXoXVf2k)

- [Internals of Amazon Dynamo DB](https://www.youtube.com/watch?v=yvBR71D0nAQ)



##

## NoSQL Database Algorithms



- [Hyperloglog Algorithm](https://odino.org/my-favorite-data-structure-hyperloglog/)

- [Log Structured Merge Tree](https://www.cs.umb.edu/~poneil/lsmtree.pdf)

- [Sorted String Tables and Compaction Strategies](https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies)

- [Leveled Compaction Cassandra](https://www.datastax.com/blog/leveled-compaction-apache-cassandra)

- [Scylla DB Compaction](https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies)

- [Indexing in Cassandra](https://www.bmc.com/blogs/cassandra-clustering-columns-partition-composite-key/)



##

## Database Replication



- [Database replication](https://dev.mysql.com/doc/refman/8.0/en/replication.html)

- [Netflix Data replication - Change Data Capture](https://netflixtechblog.com/dblog-a-generic-change-data-capture-framework-69351fb9099b)

- [LinkedIn Logging Usecases](https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying)

- [Uber Trillions of indexes in LedgerStore](https://www.uber.com/en-IN/blog/how-ledgerstore-supports-trillions-of-indexes)



##

## Containers and Docker



- [Facebook Twine Containerization](https://engineering.fb.com/developer-tools/zookeeper-twine/)

- [CloudFlare Containerization](https://blog.cloudflare.com/cloud-computing-without-containers/)

- [Docker Architecture](https://docs.docker.com/get-started/overview/#docker-architecture)



##

## Capacity Estimation



- [Google Capacity Estimation](https://www.youtube.com/watch?v=modXC5IWTJI)

- [Scalability at YouTube 2012](https://www.youtube.com/watch?v=G-lGCC4KKok)

- [Back of envelope Calculations at AWS](https://www.youtube.com/watch?v=-3qetLv2Yp0)

- [Capacity Estimation](http://static.googleusercontent.com/media/research.google.com/en//people/jeff/stanford-295-talk.pdf)



##

## Publisher Subscriber



- [Oracle Publisher Subscriber](https://docs.oracle.com/cd/B10501_01/appdev.920/a96590/adg15pub.htm)

- [Amazon Pub Sub Messaging](https://aws.amazon.com/pub-sub-messaging/)

- [Asynchronous processing](http://blog.codepath.com/2013/01/06/asynchronous-processing-in-web-applications-part-2-developers-need-to-understand-message-queues/)

- [Async Request Response](https://www.enterpriseintegrationpatterns.com/patterns/conversation/RequestResponse.html)



##

## Event Driven Architectures



- [Martin Fowler- Event Driven Architecture](https://www.youtube.com/watch?v=STKCRSUsyP0)

- [Event Driven Architecture](https://martinfowler.com/articles/201701-event-driven.html)



##

## Software Architectures



- [Hexagonal Architecture](https://netflixtechblog.com/ready-for-changes-with-hexagonal-architecture-b315ec967749)

- [Hexagonal architecture (Alistair Cockburn)](https://alistair.cockburn.us/hexagonal-architecture/)

- [The Clean Code by Robert C. Martin (Uncle Bob)](https://blog.cleancoder.com/uncle-bob/2012/08/13/the-clean-architecture.html)

- [CQRS](https://martinfowler.com/bliki/CQRS.html)

- [DomainDrivenDesign](https://martinfowler.com/bliki/DomainDrivenDesign.html)



##

## Microservices



- [Monolith Architecture](https://buttercms.com/books/microservices-for-startups/should-you-always-start-with-a-monolith/)

- [Monoliths vs Microservices](https://articles.microservices.com/monolithic-vs-microservices-architecture-5c4848858f59)

- [Microservices](http://highscalability.com/blog/2018/4/5/do-you-have-too-many-microservices-five-design-attributes-th.html)

- [Uber Nanoservices antipattern](https://www.youtube.com/watch?v=kb-m2fasdDY)

- [Uber Domain oriented microservice](https://eng.uber.com/microservice-architecture/)



##

## Distributed Transactions consistency Patterns



- [Transactional outbox](https://microservices.io/patterns/data/transactional-outbox.html)

- [SAGAS Long lived transactions (LLTs)](https://www.cs.cornell.edu/andru/cs711/2002fa/reading/sagas.pdf)



##

## Load Balancing



- [Load Balancer with Sticky Sessions](https://stackoverflow.com/questions/10494431/sticky-and-non-sticky-sessions)

- [NetScaler what is load balancing](https://www.netscaler.com/articles/what-is-load-balancing)

- [Nginx Load Balancing](https://www.nginx.com/resources/glossary/load-balancing/)

- [Consistent hashing](https://michaelnielsen.org/blog/consistent-hashing/)

- [Minimizing connection churn](https://netflixtechblog.com/curbing-connection-churn-in-zuul-2feb273a3598#5e4d)

- [Google Subsetting Algorithm](https://queue.acm.org/detail.cfm?id=3570937)



##

## Alerts and Anomaly Detection



- [Outlier Detection](https://towardsdatascience.com/outlier-detection-with-isolation-forest-3d190448d45e)

- [Anomaly Detection](https://towardsdatascience.com/machine-learning-for-anomaly-detection-and-condition-monitoring-d4614e7de770)

- [Uber Real Time Monitoring and Root Cause Analysis Argos](https://eng.uber.com/argos-real-time-alerts/)

- [Microsoft Anomaly Detection](https://www.youtube.com/watch?v=12Xq9OLdQwQ&t=0s)

- [Facebook Data Engineering](https://engineering.fb.com/2016/05/09/core-data/introducing-fblearner-flow-facebook-s-ai-backbone/)

- [LinkedIn Real Time Alerting](https://engineering.linkedin.com/blog/2019/06/smart-alerts-in-thirdeye--linkedins-real-time-monitoring-platfor)

- [LinkedIn Isolation Forests](https://engineering.linkedin.com/blog/2019/isolation-forest)



##

## Distributed Logging



- [Uber Distributed Request Tracing](https://eng.uber.com/distributed-tracing/)

- [Pintrest Logging](https://medium.com/@Pinterest_Engineering/open-sourcing-singer-pinterests-performant-and-reliable-logging-agent-610fecf35566)

- [Google Monitoring Infrastructure](https://www.facebook.com/atscaleevents/videos/959344524420015/)



##

## Metrics and Text Search Engine



- [Facebook real-time text search engine](https://www.facebook.com/watch/?v=432864835468)

- [Elastic Search Time Based Querying](https://www.elastic.co/guide/en/elasticsearch/guide/current/time-based.html)

- [Elastic Search Aggregation](https://www.elastic.co/guide/en/elasticsearch/guide/current/aggregations.html)



##

## Single Point of Failure



- [Avoiding Single Points of Failure](https://medium.com/the-cloud-architect/patterns-for-resilient-architecture-part-3-16e8601c488e)

- [Netflix Multi-Region Availability](https://netflixtechblog.com/active-active-for-multi-regional-resiliency-c47719f6685b)

- [Oracle Single Points of failure](https://docs.oracle.com/cd/E19693-01/819-0992/fjdch/index.html)

- [DNS single point of failure 2004](http://www.tenereillo.com/GSLBPageOfShame.htm)

- [DNS traffic management by Shopify](https://shopify.engineering/introduction-dns-traffic-management)

- [Sharding](https://medium.com/@jeeyoungk/how-sharding-works-b4dec46b3f6)



##

## Location Based Services



- [Google S2 library](https://blog.christianperone.com/2015/08/googles-s2-geometry-on-the-sphere-cells-and-hilbert-curve/)



##

## Batch Processing



- [Map Reduce Architecture](https://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf)



##

## Real Time Stream Processing



- [LinkedIn Brooklin- Real-time data streaming](https://engineering.linkedin.com/blog/2019/brooklin-open-source)

- [Netflix Real Time Stream Processing](https://netflixtechblog.com/keystone-real-time-stream-processing-platform-a3ee651812a)

- [KSQLDB for Kafka](https://docs.ksqldb.io/en/latest/operate-and-deploy/how-it-works/)

- [Netflix Psyberg](https://netflixtechblog.com/1-streamlining-membership-data-engineering-at-netflix-with-psyberg-f68830617dd1)



##

## Caching



- [Google Guava Cache](https://github.com/google/guava/wiki/CachesExplained)

- [Caching (See the README)](https://github.com/ben-manes/caffeine/)

- [Caching](http://highscalability.com/blog/2016/1/25/design-of-a-modern-cache.html)

- [Microsoft Caching Guide](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn589802(v%3dpandp.10))

- [Caching patterns](https://hazelcast.com/blog/a-hitchhikers-guide-to-caching-patterns/)

- [Uber's Integrated Cache for 40M RPS](https://www.uber.com/en-IN/blog/how-uber-serves-over-40-million-reads-per-second-using-an-integrated-cache)



##

## Distributed consensus



- [Paxos](http://ifeanyi.co/posts/understanding-consensus/)

- [Raft](https://raft.github.io/)



##

## Authorization



- [Designing an Authorization Model for an Enterprise](https://cerbos.dev/blog/designing-an-authorization-model-for-an-enterprise)

- [The Architectural Patterns of Cloud-native Authorization Systems](https://www.aserto.com/blog/5-laws-cloud-native-authorization)



##

## Content Delivery Network



- [AWS CloudFront CDN with S3](https://aws.amazon.com/blogs/networking-and-content-delivery/amazon-s3-amazon-cloudfront-a-match-made-in-the-cloud/)



##

## Testing Distributed Systems



- [Deterministic Testing](https://www.youtube.com/watch?v=4fFDFbi3toc)

- [TLA+ by Leslie Lamport](https://lamport.azurewebsites.net/tla/tla.html)

- [Jepsen](https://jenpsen.io)



##

## System Design Resources



- [Designing Data-Intensive Applications Book](https://amzn.to/3SyNAOy)

- [WhitePapers](https://interviewready.io/blog/white-papers-worth-reading-for-software-engineers)

- [InterviewReady Videos](https://interviewready.io?source=github)

- [System Design Online Judge](https://interviewready.io/question-list/system-design-judge)