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Building a Scalable Architecture for web apps

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Directi Group
Directi Group

Visit http://wiki.directi.com/x/LwAj for the video. 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.

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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]
Why is Scalability Important in a Web 2.0 world ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Variables ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],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]
Lets Start … ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 1 – Lets Start … Appserver & DBServer
Step 2 – Vertical Scaling 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],Appserver, DBServer CPU CPU RAM RAM CPU CPU RAM RAM
Step 3 – Vertical Partitioning (Services) 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 ,[object Object],[object Object],[object Object],[object Object],[object Object]
Step 4 – Horizontal Scaling (App Server) AppServer AppServer AppServer Load Balancer DBServer ,[object Object],[object Object],[object Object]
Understanding Horizontal Scaling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Load Balancer – Hardware vs Software ,[object Object],[object Object],[object Object]
Load Balancer – Session Management ,[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 ,[object Object],[object Object],[object Object],[object Object],[object Object],AppServer AppServer AppServer Load Balancer Session Store Central Session Storage
Load Balancer – Session Management ,[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 ,[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 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Load Balancer – Removing SPOF ,[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) DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers
Step 5 – Vertical Partitioning (Hardware) 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) DBServer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],DBServer DBServer SAN Load Balanced App Servers
Shared Nothing Cluster ,[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 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Replication Considerations ,[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 ,[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 ,[object Object],[object Object],[object Object],[object Object],[object Object],DBServer SAN DBServer DBServer Database
Recommendation ,[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) ,[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) ,[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) ,[object Object],[object Object],[object Object],[object Object],[object Object],Load Balanced App Servers DB Cluster DB DB DB SAN
Vertical Partitioning (DB) ,[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) ,[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) ,[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) ,[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) 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 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 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 8 – Horizontal Partitioning (Sets) 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 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Step 10 – HTTP Accelerator ,[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 ,[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 ,[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 ,[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 for web apps

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  • 7. Step 1 – Lets Start … Appserver & DBServer
  • 8. Step 2 – Vertical Scaling 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