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Building A Scalable Architecture

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bhavintu79
bhavintu79

This is a presentation I delivered at the Great Indian Developer Summit 2008. It covers a wide-array of topics and a plethora of lessons we have learnt (some the hard way) over the last 9 years in building web apps that are used by millions of users serving billions of page views every month. Topics and Techniques include Vertical scaling, Horizontal Scaling, Vertical Partitioning, Horizontal Partitioning, Loose Coupling, Caching, Clustering, Reverse Proxying and more.

TechnologyEducation
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Building a Scalable Architecture for Web Apps - Part I (Lessons Learned @ Directi) ,[object Object],[object Object],[object Object],Licensed under Creative Commons Attribution Sharealike Noncommercial
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial
Why is Scalability Important in a Web 2.0 world ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial
The Variables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial High : scalability, availability, performance & responsiveness Low : downtime impact, cost & maintenance effort
The Factors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial
Lets Start … ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial
Step 1 – Lets Start … Creative Commons Sharealike Attributions Noncommercial Appserver & DBServer
Step 2 – Vertical Scaling Creative Commons Sharealike Attributions Noncommercial Appserver, DBServer CPU CPU RAM RAM
Step 2 - Vertical Scaling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creative Commons Sharealike Attributions Noncommercial Appserver, DBServer CPU CPU RAM RAM CPU CPU RAM RAM
Step 3 – Vertical Partitioning (Services) Creative Commons Sharealike Attributions Noncommercial AppServer DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Understanding Vertical Partitioning Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object]
Step 4 – Horizontal Scaling (App Server) Creative Commons Sharealike Attributions Noncommercial AppServer AppServer AppServer Load Balancer DBServer ,[object Object],[object Object],[object Object]
Understanding Horizontal Scaling Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Load Balancer – Hardware vs Software Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object]
Load Balancer – Session Management Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],AppServer AppServer AppServer Load Balancer Sticky Sessions User 1 User 2
Load Balancer – Session Management Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],AppServer AppServer AppServer Load Balancer Session Store Central Session Storage
Load Balancer – Session Management Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],AppServer AppServer AppServer Load Balancer Clustered Session Management
Load Balancer – Session Management Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],Sticky Sessions AppServer AppServer AppServer Load Balancer User 1 User 2
Load Balancer – Session Management Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Load Balancer – Removing SPOF Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],AppServer AppServer AppServer Load Balancer Active-Passive LB Load Balancer AppServer AppServer AppServer Load Balancer Active-Active LB Load Balancer Users Users
Step 4 – Horizontal Scaling (App Server) Creative Commons Sharealike Attributions Noncommercial DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers
Step 5 – Vertical Partitioning (Hardware) Creative Commons Sharealike Attributions Noncommercial DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],SAN Load Balanced App Servers
Step 6 – Horizontal Scaling (DB) Creative Commons Sharealike Attributions Noncommercial DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],DBServer DBServer SAN Load Balanced App Servers
Shared Nothing Cluster Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],DBServer Database DBServer Database DBServer Database Note: Actual DB files maybe stored on a central SAN
Replication Considerations Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Replication Considerations Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Replication Considerations Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Real Application Cluster Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],DBServer SAN DBServer DBServer Database
Recommendation Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],DBServer DBServer DBServer Writes & Critical Reads Other Reads Load Balanced App Servers
Step 6 – Horizontal Scaling (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers DB Cluster DB DB DB SAN
Step 6 – Horizontal Scaling (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Reads Writes DB1 DB2
Step 7 – Vertical / Horizontal Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers DB Cluster DB DB DB SAN
Vertical Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],App Cluster DB Cluster 1 Table 1 Table 2 DB Cluster 2 Table 3 Table 4
Vertical Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],App Cluster DB Cluster 1 Table 1 Table 2 DB Cluster 2 Table 3 Table 4
Horizontal Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],App Cluster DB Cluster 1 Table 1 Table 2 Table 3 Table 4 DB Cluster 2 Table 1 Table 2 Table 3 Table 4 1 million users 1 million users
Horizontal Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 7 – Vertical / Horizontal Partitioning (DB) Creative Commons Sharealike Attributions Noncommercial Lookup Map ,[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers DB Cluster DB DB DB DB Cluster DB DB DB SAN
Step 8 – Separating Sets Creative Commons Sharealike Attributions Noncommercial Lookup Map Lookup Map Global Redirector Global Lookup Map SET 1 – 10 million users SET 2 – 10 million users ,[object Object],Load Balanced App Servers DB Cluster DB DB DB DB Cluster DB DB DB SAN Load Balanced App Servers DB Cluster DB DB DB DB Cluster DB DB DB SAN
Creating Sets Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 8 – Horizontal Partitioning (Sets) Creative Commons Sharealike Attributions Noncommercial App Servers Cluster DB Cluster SAN Global Redirector SET 1 DB Cluster App Servers Cluster DB Cluster SAN SET 2 DB Cluster ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 9 – Caching Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 10 – HTTP Accelerator Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 11 – Other cool stuff Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Platform Selection Considerations Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tips Creative Commons Sharealike Attributions Noncommercial ,[object Object],[object Object],[object Object],[object Object],[object Object]
Questions?? bhavin.t@directi.com http://directi.com http://careers.directi.com Download slides: http://wiki.directi.com

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Building A Scalable Architecture

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  • 7. Step 1 – Lets Start … Creative Commons Sharealike Attributions Noncommercial Appserver & DBServer
  • 8. Step 2 – Vertical Scaling Creative Commons Sharealike Attributions Noncommercial Appserver, DBServer CPU CPU RAM RAM
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  • 46. Questions?? bhavin.t@directi.com http://directi.com http://careers.directi.com Download slides: http://wiki.directi.com