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@ -3,358 +3,359 @@ These are the best resources for System Design on the Internet.
##
## Video Processing
Transcoding Videos at Scale: https://www.egnyte.com/blog/2018/12/transcoding-how-we-serve-videos-at-scale/
[Transcoding Videos at Scale](https://www.egnyte.com/blog/2018/12/transcoding-how-we-serve-videos-at-scale/) `Egnyte`
Facebook Video Broadcasting: https://engineering.fb.com/ios/under-the-hood-broadcasting-live-video-to-millions/
[Facebook Video Broadcasting](https://engineering.fb.com/ios/under-the-hood-broadcasting-live-video-to-millions/) `Meta`
Netflix Video Encoding at Scale: https://netflixtechblog.com/high-quality-video-encoding-at-scale-d159db052746
[Netflix Video Encoding at Scale](https://netflixtechblog.com/high-quality-video-encoding-at-scale-d159db052746) `Netflix`
Netflix Shot based encoding: https://netflixtechblog.com/optimized-shot-based-encodes-now-streaming-4b9464204830
[Netflix Shot based encoding](https://netflixtechblog.com/optimized-shot-based-encodes-now-streaming-4b9464204830) `Netflix`
##
## Cluster and Workflow Management
Facebook Cluster Management: https://engineering.fb.com/data-center-engineering/twine/
[Facebook Cluster Management](https://engineering.fb.com/data-center-engineering/twine/) `Meta`
Google Autopilot - Autoscaling: https://dl.acm.org/doi/pdf/10.1145/3342195.3387524
[Google Autopilot - Autoscaling](https://dl.acm.org/doi/pdf/10.1145/3342195.3387524) `Google`
Netflix Workflow Orchestration: https://netflix.github.io/conductor/
[Netflix Workflow Orchestration](https://netflix.github.io/conductor/) `Netflix`
Opensource Workflow Management: https://github.com/spotify/luigi
[Opensource Workflow Management](https://github.com/spotify/luigi) `Spotify`
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 Hardware Management](https://engineering.fb.com/2020/12/09/data-center-engineering/how-facebook-keeps-its-large-scale-infrastructure-hardware-up-and-running/) `Meta`
Meta Capacity Assignment: https://engineering.fb.com/2022/09/06/data-center-engineering/viewing-the-world-as-a-computer-global-capacity-management/
[Meta Capacity Assignment](https://engineering.fb.com/2022/09/06/data-center-engineering/viewing-the-world-as-a-computer-global-capacity-management/) `Meta`
Amazon EC2: https://www.allthingsdistributed.com/2015/07/under-the-hood-of-the-amazon-ec2-container-service.html
[Amazon EC2](https://www.allthingsdistributed.com/2015/07/under-the-hood-of-the-amazon-ec2-container-service.html) `allthingsdistributed.com`
##
## Intra-Service Messaging
What is a message queue: https://www.cloudamqp.com/blog/what-is-message-queuing.html
[What is a message queue](https://www.cloudamqp.com/blog/what-is-message-queuing.html) `cloudamqp`
AirBnb Idempotency: https://medium.com/airbnb-engineering/avoiding-double-payments-in-a-distributed-payments-system-2981f6b070bb
[AirBnb Idempotency](https://medium.com/airbnb-engineering/avoiding-double-payments-in-a-distributed-payments-system-2981f6b070bb) `Airbnb`
Nginx Service Mesh: https://www.nginx.com/learn/service-mesh/
[Nginx Service Mesh](https://www.nginx.com/learn/service-mesh/) `Nginx`
##
## Message Queue Antipattern
DB as queue Antipattern: http://blog.codepath.com/2012/11/15/asynchronous-processing-in-web-applications-part-1-a-database-is-not-a-queue/
[DB as queue Antipattern](http://blog.codepath.com/2012/11/15/asynchronous-processing-in-web-applications-part-1-a-database-is-not-a-queue/) `codepath`
Using a database as a message queue: https://softwareengineering.stackexchange.com/questions/231410/why-database-as-queue-so-bad
[Using a database as a message queue](https://softwareengineering.stackexchange.com/questions/231410/why-database-as-queue-so-bad) `stackexchange`
Anti-pattern of DB as a queue: http://mikehadlow.blogspot.com/2012/04/database-as-queue-anti-pattern.html
[Anti-pattern of DB as a queue](http://mikehadlow.blogspot.com/2012/04/database-as-queue-anti-pattern.html) `Mikehadlow`
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
[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) `cloudamqp`
##
## Service Mesh
Kubernetes Service Mesh: https://akomljen.com/kubernetes-service-mesh/
[Kubernetes Service Mesh](https://akomljen.com/kubernetes-service-mesh/) `akomljen`
Kubernetes Sidecar:https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery
[Kubernetes Sidecar](https://www.weave.works/blog/introduction-to-service-meshes-on-kubernetes-and-progressive-delivery) `weaveworks`
Service Mesh: 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) `weaveworks`
NginX Service Mesh: https://www.nginx.com/learn/service-mesh/
[NginX Service Mesh](https://www.nginx.com/learn/service-mesh/) `Nginx`
##
## Practical System Design
Facebook Messenger Optimisations: https://spectrum.ieee.org/how-facebooks-software-engineers-prepare-messenger-for-new-years-eve
[Facebook Messenger Optimisations](https://spectrum.ieee.org/how-facebooks-software-engineers-prepare-messenger-for-new-years-eve) `IEEE Spectrum`
YouTube Architecture: http://highscalability.com/youtube-architecture
[YouTube Architecture](http://highscalability.com/youtube-architecture) `Highscalability`
YouTube scalability 2012: https://www.youtube.com/watch?v=w5WVu624fY8
[YouTube scalability 2012](https://www.youtube.com/watch?v=w5WVu624fY8) `Google Talks YT`
Distributed Design Patterns: http://horicky.blogspot.com/2010/10/scalable-system-design-patterns.html
[Distributed Design Patterns](http://horicky.blogspot.com/2010/10/scalable-system-design-patterns.html) `Horicky`
Monolith to Microservice: https://martinfowler.com/articles/break-monolith-into-microservices.html
[Monolith to Microservice](https://martinfowler.com/articles/break-monolith-into-microservices.html) `Martin Fowler`
Zerodha Tech Stack: https://zerodha.tech/blog/hello-world/
[Zerodha Tech Stack](https://zerodha.tech/blog/hello-world/) `Zerodha`
##
## Distributed File System
Open Source Distributed File System: https://docs.ceph.com/en/latest/architecture/
[Open Source Distributed File System](https://docs.ceph.com/en/latest/architecture/) `ceph`
Amazon S3 Performance hacks: https://aws.amazon.com/blogs/aws/amazon-s3-performance-tips-tricks-seattle-hiring-event/
[Amazon S3 Performance hacks](https://aws.amazon.com/blogs/aws/amazon-s3-performance-tips-tricks-seattle-hiring-event/) `AWS`
Amazon S3 object expiration: https://aws.amazon.com/blogs/aws/amazon-s3-object-expiration/
[Amazon S3 object expiration](https://aws.amazon.com/blogs/aws/amazon-s3-object-expiration/) `AWS`
##
## Time Series Databases
Pintrest Time Series Database: https://medium.com/pinterest-engineering/goku-building-a-scalable-and-high-performant-time-series-database-system-a8ff5758a181
[Pintrest Time Series Database](https://medium.com/pinterest-engineering/goku-building-a-scalable-and-high-performant-time-series-database-system-a8ff5758a181) `Pinterest`
Uber Time Series DB: https://eng.uber.com/aresdb/
[Uber Time Series DB](https://eng.uber.com/aresdb/) `Uber`
TimeSeries Relational DB: https://blog.timescale.com/blog/time-series-data-why-and-how-to-use-a-relational-database-instead-of-nosql-d0cd6975e87c/
[TimeSeries Relational DB](https://blog.timescale.com/blog/time-series-data-why-and-how-to-use-a-relational-database-instead-of-nosql-d0cd6975e87c/) `Timescale`
Facebook Gorilla Time Series DB: http://www.vldb.org/pvldb/vol8/p1816-teller.pdf
[Facebook Gorilla Time Series DB](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf) `VLDB`
##
## Rate Limiting
Circuit Breaker Algorithm: https://martinfowler.com/bliki/CircuitBreaker.html
[Circuit Breaker Algorithm](https://martinfowler.com/bliki/CircuitBreaker.html) `Martin Fowler`
Uber Rate Limiter: https://github.com/uber-go/ratelimit/blob/master/ratelimit.go
[Uber Rate Limiter](https://github.com/uber-go/ratelimit/blob/master/ratelimit.go) `Uber Go`
##
## In Memory Database - Redis
Redis Official Documentation : https://redis.com/
[Redis Official Documentation](https://redis.com/) `Redis`
Learn Redis through Redis University : https://university.redis.com/
[Learn Redis through Redis University](https://university.redis.com/) `Redis`
Redis Open Source Repo : https://github.com/redis/redis
[Redis Open Source Repo](https://github.com/redis/redis) `Redis`
Redis Architecture : https://medium.com/opstree-technology/redis-cluster-architecture-replication-sharding-and-failover-86871e783ac0
[Redis Architecture](https://medium.com/opstree-technology/redis-cluster-architecture-replication-sharding-and-failover-86871e783ac0) `Sajal Jain`
##
## Network Protocols
What is HTTP: https://engineering.cred.club/head-of-line-hol-blocking-in-http-1-and-http-2-50b24e9e3372
[What is HTTP](https://engineering.cred.club/head-of-line-hol-blocking-in-http-1-and-http-2-50b24e9e3372) `CRED`
QUIC Protocol: https://www.akamai.com/blog/performance/http3-and-quic-past-present-and-future
[QUIC Protocol](https://www.akamai.com/blog/performance/http3-and-quic-past-present-and-future) `akamai`
TCP Protocol algorithms: https://ee.lbl.gov/papers/congavoid.pdf (First 10 pages are important)
[TCP Protocol algorithms(First 10 pages are important)]( https://ee.lbl.gov/papers/congavoid.pdf)
WebRTC: https://webrtc.github.io/webrtc-org/blog/2012/07/23/a-great-introduction-to-webrtc.html
[WebRTC](https://webrtc.github.io/webrtc-org/blog/2012/07/23/a-great-introduction-to-webrtc.html) `webrtc`
WebSockets: https://datatracker.ietf.org/doc/html/rfc6455#section-1.2
[WebSockets](https://datatracker.ietf.org/doc/html/rfc6455#section-1.2) `datatracker.itef.org`
Dynamic Source Routing using QUIC: https://fb.watch/fSEbI4KHlA/
[Dynamic Source Routing using QUIC](https://fb.watch/fSEbI4KHlA/) `At Scale`
##
## Chess Engine Design
Chess Engine Building: https://www.youtube.com/watch?v=U4ogK0MIzqk
[Chess Engine Building](https://www.youtube.com/watch?v=U4ogK0MIzqk) `Sebastian Lague
YT`
##
## Subscription Management System
Subscription Manager: https://netflixtechblog.com/building-a-rule-based-platform-to-manage-netflix-membership-skus-at-scale-e3c0f82aa7bc
[Subscription Manager](https://netflixtechblog.com/building-a-rule-based-platform-to-manage-netflix-membership-skus-at-scale-e3c0f82aa7bc) `Netflix`
##
## Google Docs
Operational Transform: http://www.codecommit.com/blog/java/understanding-and-applying-operational-transformation
[Operational Transform](http://www.codecommit.com/blog/java/understanding-and-applying-operational-transformation) `codecommit`
Google Docs: https://www.youtube.com/watch?v=uOFzWZrsPV0&list=PLXDe3d8o9VFtydBV5biyz9iS3WqKsBMD5&index=3
[Google Docs](https://www.youtube.com/watch?v=uOFzWZrsPV0&list=PLXDe3d8o9VFtydBV5biyz9iS3WqKsBMD5&index=3) `Google I/O 2009`
##
## API Design
API Design: https://medium.com/airbnb-engineering/building-services-at-airbnb-part-1-c4c1d8fa811b
[API Design](https://medium.com/airbnb-engineering/building-services-at-airbnb-part-1-c4c1d8fa811b) `Airbnb`
Swagger APIs: https://swagger.io/docs/specification/about/
[Swagger APIs](https://swagger.io/docs/specification/about/) `swagger.io`
##
## NoSQL Database Internals
Cassandra Architecture: https://docs.datastax.com/en/archived/cassandra/3.0/cassandra/architecture/archIntro.html
[Cassandra Architecture](https://docs.datastax.com/en/archived/cassandra/3.0/cassandra/architecture/archIntro.html) `datatax`
Google BigTable Architecture: https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf
[Google BigTable Architecture](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf) `Google`
Amazon Dynamo DB Internals: https://www.allthingsdistributed.com/2007/10/amazons_dynamo.html
[Amazon Dynamo DB Internals](https://www.allthingsdistributed.com/2007/10/amazons_dynamo.html) `allthingsdistributed.com`
Design Patterns in Amazon Dynamo DB: https://www.youtube.com/watch?v=HaEPXoXVf2k
[Design Patterns in Amazon Dynamo DB](https://www.youtube.com/watch?v=HaEPXoXVf2k) `AWS YT`
Internals of Amazon Dynamo DB: https://www.youtube.com/watch?v=yvBR71D0nAQ
[Internals of Amazon Dynamo DB](https://www.youtube.com/watch?v=yvBR71D0nAQ) `AWS YT`
##
## NoSQL Database Algorithms
Hyperloglog Algorithm: https://odino.org/my-favorite-data-structure-hyperloglog/
[Hyperloglog Algorithm](https://odino.org/my-favorite-data-structure-hyperloglog/) `Odino`
Log Structured Merge Tree: https://www.cs.umb.edu/~poneil/lsmtree.pdf
[Log Structured Merge Tree](https://www.cs.umb.edu/~poneil/lsmtree.pdf) `University of Massachusetts Boston`
Sorted String Tables and Compaction Strategies: https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies
[Sorted String Tables and Compaction Strategies](https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies) `ScyllaDB`
Leveled Compaction Cassandra: https://www.datastax.com/blog/leveled-compaction-apache-cassandra
[Leveled Compaction Cassandra](https://www.datastax.com/blog/leveled-compaction-apache-cassandra) `datastax`
Scylla DB Compaction: https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies
[Scylla DB Compaction](https://github.com/scylladb/scylla/wiki/SSTable-compaction-and-compaction-strategies) `ScyllaDB`
Indexing in Cassandra: https://www.bmc.com/blogs/cassandra-clustering-columns-partition-composite-key/
[Indexing in Cassandra](https://www.bmc.com/blogs/cassandra-clustering-columns-partition-composite-key/) `BMC`
##
## Database Replication
Database replication: https://dev.mysql.com/doc/refman/8.0/en/replication.html
[Database replication](https://dev.mysql.com/doc/refman/8.0/en/replication.html) `dev.mysql`
Netflix Data replication - Change Data Capture: https://netflixtechblog.com/dblog-a-generic-change-data-capture-framework-69351fb9099b
[Netflix Data replication - Change Data Capture](https://netflixtechblog.com/dblog-a-generic-change-data-capture-framework-69351fb9099b) `Netflix`
LinkedIn Logging Usecases: https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying
[LinkedIn Logging Usecases](https://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying) `LinkedIn`
##
## Containers and Docker
Facebook Twine Containerization: https://engineering.fb.com/developer-tools/zookeeper-twine/
[Facebook Twine Containerization](https://engineering.fb.com/developer-tools/zookeeper-twine/) `Meta`
CloudFlare Containerization: https://blog.cloudflare.com/cloud-computing-without-containers/
[CloudFlare Containerization](https://blog.cloudflare.com/cloud-computing-without-containers/) `Cloudflare`
Docker Architecture: https://docs.docker.com/get-started/overview/#docker-architecture
[Docker Architecture](https://docs.docker.com/get-started/overview/#docker-architecture) `Docker`
##
## Capacity Estimation
Google Capacity Estimation: https://www.youtube.com/watch?v=modXC5IWTJI
[Google Capacity Estimation](https://www.youtube.com/watch?v=modXC5IWTJI) `Stanford`
Scalability at YouTube 2012: https://www.youtube.com/watch?v=G-lGCC4KKok
[Scalability at YouTube 2012](https://www.youtube.com/watch?v=G-lGCC4KKok) `Youtube`
Back of envelope Calculations at AWS: https://www.youtube.com/watch?v=-3qetLv2Yp0
[Back of envelope Calculations at AWS](https://www.youtube.com/watch?v=-3qetLv2Yp0) `Hasgeek TV`
Capacity Estimation: http://static.googleusercontent.com/media/research.google.com/en//people/jeff/stanford-295-talk.pdf
[Capacity Estimation](http://static.googleusercontent.com/media/research.google.com/en//people/jeff/stanford-295-talk.pdf) `Google`
##
## Publisher Subscriber
Oracle Publisher Subscriber: https://docs.oracle.com/cd/B10501_01/appdev.920/a96590/adg15pub.htm
[Oracle Publisher Subscriber](https://docs.oracle.com/cd/B10501_01/appdev.920/a96590/adg15pub.htm) `Oracle`
Amazon Pub Sub Messaging: https://aws.amazon.com/pub-sub-messaging/
[Amazon Pub Sub Messaging](https://aws.amazon.com/pub-sub-messaging/) `AWS`
Asynchronous processing: http://blog.codepath.com/2013/01/06/asynchronous-processing-in-web-applications-part-2-developers-need-to-understand-message-queues/
[Asynchronous processing](http://blog.codepath.com/2013/01/06/asynchronous-processing-in-web-applications-part-2-developers-need-to-understand-message-queues/) `codepath`
Async Request Response: https://www.enterpriseintegrationpatterns.com/patterns/conversation/RequestResponse.html
[Async Request Response](https://www.enterpriseintegrationpatterns.com/patterns/conversation/RequestResponse.html) `enterpriseintegrationpatterns.com`
##
## Event Driven Architectures
Martin Fowler- Event Driven Architecture: https://www.youtube.com/watch?v=STKCRSUsyP0
[Martin Fowler- Event Driven Architecture](https://www.youtube.com/watch?v=STKCRSUsyP0) `Martin Fowler` `Video`
Event Driven Architecture: https://martinfowler.com/articles/201701-event-driven.html
[Event Driven Architecture](https://martinfowler.com/articles/201701-event-driven.html) `Martin Fowler`
##
## Hexagonal Architectures
Hexagonal Architecture: https://netflixtechblog.com/ready-for-changes-with-hexagonal-architecture-b315ec967749
[Hexagonal Architecture](https://netflixtechblog.com/ready-for-changes-with-hexagonal-architecture-b315ec967749) `Netflix`
##
## Microservices
Monolith Architecture: https://buttercms.com/books/microservices-for-startups/should-you-always-start-with-a-monolith/
[Monolith Architecture](https://buttercms.com/books/microservices-for-startups/should-you-always-start-with-a-monolith/) `buttercms.com`
Monoliths vs Microservices: https://articles.microservices.com/monolithic-vs-microservices-architecture-5c4848858f59
[Monoliths vs Microservices](https://articles.microservices.com/monolithic-vs-microservices-architecture-5c4848858f59) `microservices.com`
Microservices: http://highscalability.com/blog/2018/4/5/do-you-have-too-many-microservices-five-design-attributes-th.html
[Microservices](http://highscalability.com/blog/2018/4/5/do-you-have-too-many-microservices-five-design-attributes-th.html) `Highscalability`
Uber Nanoservices antipattern: https://www.youtube.com/watch?v=kb-m2fasdDY
[Uber Nanoservices antipattern](https://www.youtube.com/watch?v=kb-m2fasdDY) `GOTO Conferences`
Uber Domain oriented microservice: https://eng.uber.com/microservice-architecture/
[Uber Domain oriented microservice](https://eng.uber.com/microservice-architecture/) `Uber`
##
## Load Balancing
Load Balancer with Sticky Sessions: https://stackoverflow.com/questions/10494431/sticky-and-non-sticky-sessions
[Load Balancer with Sticky Sessions](https://stackoverflow.com/questions/10494431/sticky-and-non-sticky-sessions) `Stackoverflow`
Citrix what is load balancing: https://www.citrix.com/en-in/solutions/app-delivery-and-security/load-balancing/what-is-load-balancing.html
[Citrix what is load balancing](https://www.citrix.com/en-in/solutions/app-delivery-and-security/load-balancing/what-is-load-balancing.html) `Citrix`
Nginx Load Balancing: https://www.nginx.com/resources/glossary/load-balancing/
[Nginx Load Balancing](https://www.nginx.com/resources/glossary/load-balancing/) `Nginx`
Consistent hashing: https://michaelnielsen.org/blog/consistent-hashing/
[Consistent hashing](https://michaelnielsen.org/blog/consistent-hashing/) `Michael Nielsen`
##
## Alerts and Anomaly Detection
Outlier Detection: https://towardsdatascience.com/outlier-detection-with-isolation-forest-3d190448d45e
[Outlier Detection](https://towardsdatascience.com/outlier-detection-with-isolation-forest-3d190448d45e) `Towardsdatascience`
Anomaly Detection: https://towardsdatascience.com/machine-learning-for-anomaly-detection-and-condition-monitoring-d4614e7de770
[Anomaly Detection](https://towardsdatascience.com/machine-learning-for-anomaly-detection-and-condition-monitoring-d4614e7de770) `Towardsdatascience`
Uber Real Time Monitoring and Root Cause Analysis Argos: https://eng.uber.com/argos-real-time-alerts/
[Uber Real Time Monitoring and Root Cause Analysis Argos](https://eng.uber.com/argos-real-time-alerts/) `Uber`
Microsoft Anomaly Detection: https://www.youtube.com/watch?v=12Xq9OLdQwQ&t=0s
[Microsoft Anomaly Detection](https://www.youtube.com/watch?v=12Xq9OLdQwQ&t=0s) `Microsoft Research`
Facebook Data Engineering: https://engineering.fb.com/2016/05/09/core-data/introducing-fblearner-flow-facebook-s-ai-backbone/
[Facebook Data Engineering](https://engineering.fb.com/2016/05/09/core-data/introducing-fblearner-flow-facebook-s-ai-backbone/) `Meta`
LinkedIn Real Time Alerting: https://engineering.linkedin.com/blog/2019/06/smart-alerts-in-thirdeye--linkedins-real-time-monitoring-platfor
[LinkedIn Real Time Alerting](https://engineering.linkedin.com/blog/2019/06/smart-alerts-in-thirdeye--linkedins-real-time-monitoring-platfor) `LinedIn`
LinkedIn Isolation Forests: https://engineering.linkedin.com/blog/2019/isolation-forest
[LinkedIn Isolation Forests](https://engineering.linkedin.com/blog/2019/isolation-forest) `LinedIn`
##
## Distributed Logging
Uber Distributed Request Tracing: https://eng.uber.com/distributed-tracing/
[Uber Distributed Request Tracing](https://eng.uber.com/distributed-tracing/) `Uber`
Pintrest Logging: https://medium.com/@Pinterest_Engineering/open-sourcing-singer-pinterests-performant-and-reliable-logging-agent-610fecf35566
[Pintrest Logging](https://medium.com/@Pinterest_Engineering/open-sourcing-singer-pinterests-performant-and-reliable-logging-agent-610fecf35566) `Pinterest`
Google Monitoring Infrastructure: https://www.facebook.com/atscaleevents/videos/959344524420015/
[Google Monitoring Infrastructure](https://www.facebook.com/atscaleevents/videos/959344524420015/) `At Scale event`
##
## Metrics and Text Search Engine
Facebook real time text search engine: https://www.facebook.com/watch/?v=432864835468
[Facebook real time text search engine](https://www.facebook.com/watch/?v=432864835468) `Meta`
Elastic Search Time Based Querying: https://www.elastic.co/guide/en/elasticsearch/guide/current/time-based.html
[Elastic Search Time Based Querying](https://www.elastic.co/guide/en/elasticsearch/guide/current/time-based.html) `Elastic`
Elastic Search Aggregation: https://www.elastic.co/guide/en/elasticsearch/guide/current/aggregations.html
[Elastic Search Aggregation](https://www.elastic.co/guide/en/elasticsearch/guide/current/aggregations.html) `Elastic`
##
## Single Point of Failure
Avoiding Single Points of Failure: https://medium.com/the-cloud-architect/patterns-for-resilient-architecture-part-3-16e8601c488e
[Avoiding Single Points of Failure](https://medium.com/the-cloud-architect/patterns-for-resilient-architecture-part-3-16e8601c488e) `Adrian Hornsby`
Netflix Multi-Region Availability: https://netflixtechblog.com/active-active-for-multi-regional-resiliency-c47719f6685b
[Netflix Multi-Region Availability](https://netflixtechblog.com/active-active-for-multi-regional-resiliency-c47719f6685b) `Netflix`
Oracle Single Points of failure: https://docs.oracle.com/cd/E19693-01/819-0992/fjdch/index.html
[Oracle Single Points of failure](https://docs.oracle.com/cd/E19693-01/819-0992/fjdch/index.html) `Oracle`
DNS single point of failure 2004: http://www.tenereillo.com/GSLBPageOfShame.htm
[DNS single point of failure 2004](http://www.tenereillo.com/GSLBPageOfShame.htm) `Pete Tenereillo`
Sharding: https://medium.com/@jeeyoungk/how-sharding-works-b4dec46b3f6
[Sharding](https://medium.com/@jeeyoungk/how-sharding-works-b4dec46b3f6) `Jeeyoung Kim`
##
## Location Based Services
Google S2 library: https://blog.christianperone.com/2015/08/googles-s2-geometry-on-the-sphere-cells-and-hilbert-curve/
[Google S2 library](https://blog.christianperone.com/2015/08/googles-s2-geometry-on-the-sphere-cells-and-hilbert-curve/) `Christian S. Perone`
##
## Batch Processing
Map Reduce Architecture: https://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf
[Map Reduce Architecture](https://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf) `Google`
##
## Real Time Stream Processing
LinkedIn Brooklin- Real time data streaming: https://engineering.linkedin.com/blog/2019/brooklin-open-source
[LinkedIn Brooklin- Real time data streaming](https://engineering.linkedin.com/blog/2019/brooklin-open-source) `LinkedIn`
Netflix Real Time Stream Processing: https://netflixtechblog.com/keystone-real-time-stream-processing-platform-a3ee651812a
[Netflix Real Time Stream Processing](https://netflixtechblog.com/keystone-real-time-stream-processing-platform-a3ee651812a) `Netflix`
KSQLDB for Kafka: https://docs.ksqldb.io/en/latest/operate-and-deploy/how-it-works/
[KSQLDB for Kafka](https://docs.ksqldb.io/en/latest/operate-and-deploy/how-it-works/) `ksqlDB`
##
## Caching
Google Guava Cache: https://github.com/google/guava/wiki/CachesExplained
[Google Guava Cache](https://github.com/google/guava/wiki/CachesExplained) `Guava`
Caching (See the README): https://github.com/ben-manes/caffeine/
[Caching (See the README)](https://github.com/ben-manes/caffeine/) `Caffeine`
Caching: http://highscalability.com/blog/2016/1/25/design-of-a-modern-cache.html
[Caching](http://highscalability.com/blog/2016/1/25/design-of-a-modern-cache.html) `Highscalability`
Microsoft Caching Guide: https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn589802(v%3dpandp.10)
[Microsoft Caching Guide](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn589802(v%3dpandp.10)) `Microsoft`
Caching patterns: https://hazelcast.com/blog/a-hitchhikers-guide-to-caching-patterns/
[Caching patterns](https://hazelcast.com/blog/a-hitchhikers-guide-to-caching-patterns/) `Nicolas Frankel`
##
## Distributed concensus
Paxos: http://ifeanyi.co/posts/understanding-consensus/
[Paxos](http://ifeanyi.co/posts/understanding-consensus/) `Ifeanyi Ubah`
Raft: https://raft.github.io/
[Raft](https://raft.github.io/) `Raft`
##
## Authorization
Designing an Authorization Model for an Enterprise: https://cerbos.dev/blog/designing-an-authorization-model-for-an-enterprise
[Designing an Authorization Model for an Enterprise](https://cerbos.dev/blog/designing-an-authorization-model-for-an-enterprise) `Cerbos.dev`
##
## 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/
[AWS CloudFront CDN with S3](https://aws.amazon.com/blogs/networking-and-content-delivery/amazon-s3-amazon-cloudfront-a-match-made-in-the-cloud/) `AWS`
##
## System Design Resources
Designing Data Intensive Applications: https://amzn.to/3SyNAOy
[Designing Data Intensive Applications](https://amzn.to/3SyNAOy)
InterviewReady Videos: [https://interviewready.io](https://interviewready.io?_aff=HELLOWORLD&source=github)

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