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7 Stages of Scaling Web Applications

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David Mitzenmacher
David Mitzenmacher

The document discusses the typical 7 stages of scaling a web application as it grows in popularity and usage. Stage 1 involves a simple initial architecture. Stage 2 adds more redundant components to improve performance and availability as usage grows. Stages 3-5 involve significant pain as the application is pushed to its limits, requiring re-architecting and partitioning of databases and services. Stages 6-7 enter more unknown territory as major bottlenecks are addressed and capabilities are expanded to replicate data across geographies. Key practices for scaling include designing for it from the start, isolating services, optimizing after stability is ensured, and establishing processes for releases and change management.

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The 7 Stages of Scaling Web Apps: Strategies for Architects John Engates CTO, Rackspace Presented: LinuxWorld Conference & Expo, San Francisco August 6, 2008
Agenda ,[object Object],[object Object],[object Object],[object Object]
Desirable Properties of a Web App ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
High Availability Defined ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Scalability Defined ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
PERFORMANCE AND SCALABILITY ARE NOT THE SAME…
Performance
Scalability
 
Performance
Scalability
More Scalability
Truth #1 ,[object Object]
Truth #2 ,[object Object]
Pain Scale Back
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Scaling Through Database Replication
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Typical Growth Scenario ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Good Practices ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
More good practices… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Managing Change Protects Availability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
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Questions? ,[object Object]
http://racklabs.com
Help Wanted!
7 Stages of Scaling Web Applications

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