Add index section
Donne Martin
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Content that needs some polishing is placed [under development](#under-development).
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Content that needs some polishing is placed [under development](#under-development).
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Review the [Contributing Guidelines](https://github.com/donnemartin/awesome-aws/blob/master/CONTRIBUTING.md).
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Review the [Contributing Guidelines](https://github.com/donnemartin/awesome-aws/blob/master/CONTRIBUTING.md).
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## Index of system design topics
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> Summaries of various system design topics, including pros and cons. **Everything is a trade-off**.
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>
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> Each section contains links to more in-depth resources.
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* [System design topics: start here](#system-design-topics-start-here)
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* [Step 1: Review the scalability video lecture](#step-1-review-the-scalability-video-lecture)
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* [Step 2: Review the scalability article](#step-2-review-the-scalability-article)
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* [Next steps](#next-steps)
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* [Performance vs scalability](#performance-vs-scalability)
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* [Latency vs throughput](#latency-vs-throughput)
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* [Availability vs consistency](#availability-vs-consistency)
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* [CAP theorem](#cap-theorem)
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* [CP - consistency and partition tolerance](#cp-consistency-and-partition-tolerance)
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* [AP - availability and partition tolerance](#ap-availability-and-partition-tolerance)
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* [Consistency patterns](#consistency-patterns)
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* [Weak consistency](#weak-consistency)
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* [Eventual consistency](#eventual-consistency)
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* [Strong consistency](#strong-consistency)
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* [Availability patterns](#availability-patterns)
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* [Fail-over](#fail-over)
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* [Replication](#replication)
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* [Domain name system](#domain-name-system)
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* [Content delivery network](#content-delivery-network)
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* [Push CDNs](#push-cdns)
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* [Pull CDNs](#pull-cdns)
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* [Load balancer](#load-balancer)
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* [Active-passive](#active-passive)
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* [Active-active](#active-active)
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* [Layer 4 load balancing](#layer-4-load-balancing)
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* [Layer 7 load balancing](#layer-7-load-balancing)
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* [Horizontal scaling](#horizontal-scaling)
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* [Reverse proxy (web server)](#reverse-proxy-web-server)
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* [Load balancer vs reverse proxy](#load-balancer-vs-reverse-proxy)
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* [Application layer](#application-layer)
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* [Microservices](#microservices)
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* [Service discovery](#service-discovery)
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* [Database](#database)
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* [SQL](#sql)
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* [Relational database management system (RDBMS)](relational-database-management-system-rdbms)
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* [Scaling SQL](#scaling-sql)
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* [Master-slave replication](#master-slave-replication)
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* [Federation](#federation)
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* [Sharding](#sharding)
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* [Denormalization](#denormalization)
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* [SQL tuning](#sql-tuning)
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* [NoSQL](#nosql)
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* [Key-value store](#key-value-store)
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* [Document store](#document-store)
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* [Wide column store](#wide-column-store)
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* [Graph Database](#graph-database)
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* [SQL or NoSQL](#sql-or-nosql)
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* [Cache](#cache)
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* [Client caching](#client-caching)
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* [CDN caching](#cdn-caching)
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* [Web server caching](#web-server-caching)
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* [Database caching](#database-caching)
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* [Application caching](#application-caching)
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* [Caching at the database query level](#caching-at-the-database-query-level)
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* [Caching at the object level](#caching-at-the-object-level)
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* [When to update the cache](#when-to-update-the-cache)
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* [Cache-aside](#cache-aside)
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* [Write-through](#write-through)
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* [Write-behind (write-back)](#write-behind-write-back)
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* [Refresh-ahead](#refresh-ahead)
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* [Asynchronism](#asynchronism)
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* [Message queues](#message-queues)
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* [Task queues](#task-queues)
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* [Back pressure](#back-pressure)
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* [Communication](#communication)
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* [Transmission control protocol (TCP)](#transmission-control-protocol-tcp)
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* [User datagram protocol (UDP)](#user-datagram-protocol-udp)
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* [Remote procedure call (RPC)](#remote-procedure-call-rpc)
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* [Representational state transfer (REST)](#representational-state-transfer-rest)
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* [Security](#security)
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* [Appendix](#appendix)
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* [Powers of two table](#powers-of-two-table)
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* [Latency numbers every programmer should know](#latency-numbers-every-programmer-should-know)
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* [Under development](#under-development)
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* [Distributed computing](#distributed-computing)
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* [Consistent hashing](#consistent-hashing)
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* [Scatter gather](#scatter-gather)
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* [Contribute](#contributing)
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* [Credits](#credits)
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* [Contact info](#contact-info)
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* [License](#license)
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