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Posts Tagged ‘multi-tenancy’

salesforceperfWith less than 1K servers, redundant data centers included, Salesforce.com supports oversalesforcedb 55K customers, including Google and Dell.  This feat is achieved by an ingenious group of Oracle database experts who have taken an enterprise class relational database and turned it into a multi-tenant system that runs customer relationship management for these many weissmancustomers.   BTW, this system supports close to 200M transactionsweissmanaudience1 each weekday, at less than 1/4 of a second response time.

On March 25, Craig Weissman, CTO of Salesforce.com, gave an illuminating presentation on the internal architecture at his company to a room full of attendees at the SDForum SAMsig.  Some highlights:forcesearcheng

  • There are 15 or so “pods”, each consisting of 50 or so servers, running a 4-way Oracle RAC and application (Java) and support servers.  Each pod supports thousands of customers.
  • Each Oracle RAC database consists of static tables that store the data from thousands of customers all mixed together.  One row of data belongs to one customer and the next row belongs to another, and the columns may have completely different types of data between the rows.  Control and apexarchaccess to the data are managed by metadata.  In essence, the Oracle database is transformed to a multi-tenant database.
  • Customer data in the columns are stored as human-readable strings.  Some customers have requested certain data to be encrypted.  Appropriate transformation functions are used to convert to the correct data types when the data are accessed.
  • Using lucene, the data are all indexed.
  • Apex is a new language to enable customers to write data processing applications, like a new generation of 4GL.  It resembles Java.  Governors are deployed to prevent abuse of the system resources.

The Salesforce.com architecture is an engineering feat in leveraging the strength of an existing product (reliability and scalability of Oracle RAC) to build a new system that supports thousands of customers on the web with million of transactions per day and fast response time.  Interestingly, Salesforce was able to move the underlying hardware from Sun Sparc systems to x86 and updated the Oracle version, over the course of 10 years, while retaining the higher level software architecture and getting substantiate customer growth.

Copyright (c) 2009 by Waiming Mok

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