SlideShare a Scribd company logo
Considerations for large-scale SharePoint deployments on SQL Server Name:		Joel Oleson Title:		Sr. Tech Prod Mgr Company:	Quest Software
Audience Poll New to SharePoint? SQL Admins? Large-scale Implementation (>1TB) experience? Scalability or performance issues in SharePoint deployments?
Session Overview  Lightweight Understanding SharePoint databases SQL Performance SQL Server 2008 with SharePoint Heavyweight Architectural Design Considerations Real-world scenarios Business Requirements Logical and Physical Architecture Architectural Design Statistical Results Appendix: DB Sizes, Content Distribution…
= Lightweight
Real World Examples Information based on real-world, large-scale SharePoint Implementations. Large software company (Microsoft) Intranet Portal for 120K users Global Enterprise Collaboration Solution (~20TB) Scalable Hosting Solution (SharePoint Online) Large automotive manufacturer Loan Origination Application / Document Repository ~50 Million content items (~6 TB)
Understanding the SharePoint Databases
Disk I/O Demand Most Demand Medium  Demand Low  Demand *Content.. Search Config Temp Model +SSP Master Tlogs * Except during backup and Indexing  + Except during Profile Import
Top Performance Killers Indexing/Crawling Backup (SQL & Tape) Profile Import Misc Timer Jobs – User Sync for large #s of Users STSADM Backup/Restore Large List Operations Heavy User Operation List Import/Write
Content Db
Config
SQL Server 2008 with Windows Server 2008 Transactional Performance with SQL Server 2008 Dramatically outperformed SQL 2005 on Win 2003. Compressed backup in the box Support for SQL External Blob Storage Increased resiliency Transparent Encryption See Performance Gains athttp://msdn.microsoft.com/en-us/library/dd263442.aspx
= heavyweight
Architectural Design Considerations Database Volumes Separate database volumes into unique LUN’s consisting of unique physical disk spindles. In a heavily read-oriented internet (portal) site, prioritize data over logs. Separate out Search database transaction log from content database transaction logs.
Architectural Design Considerations SQL TempDB Data Files Optimal TempDB data file sizes can be calculated using the following formula: [MAX DB SIZE (KB)] X [.25] / [# CORES] = DATA FILE SIZE (KB) Calculation result (starting size) should be roughly equal to 25% of the largest content or search DB. Use RAID 10; separate LUN from other database objects (content, search, etc…). “Autogrow” feature set to a fixed amount; if auto grow occurs, permanently increase TempDB size. TempDB Log file separated to unique LUN.
Architectural Design Considerations Content Databases 100 content databases per Web application 100GB per content database CAUTION: DB locking issues reported in collaborative DM scenarios above 100GB Need to ensure that you understand the issues based on number of users, usage profiles, etc… Service Level Agreement (SLA) requirements for backup and restore will also have an impact on this decision.
Architectural Design Considerations Content Databases - Continued Pre-construct and pre-size Use RAID 5 or RAID 10 logical units RAID 10 is the best choice when cost is not a concern.  RAID 5 will be sufficient and will save on costs, since content databases tend to be more read intensive than write intensive. Multi-core computer running SQL Server Primary file group could consist of a data file for each CPU core present in SQL Server.
Architectural Design Considerations Database Maintenance SQL Server SP2 is needed if using the DB maintenance wizard (KB930887). Plan regular defrag of databases Performance - Average Disk Queue Length Single Digit values are optimal. Occasional double-digit values aren’t a large concern. Sustained triple-digit values require attention.
Architectural Design Considerations Performance The recommended practice for separating the database volume types for the transaction log files to unique LUN’s follows. Content Database Log Files. Search Database Log Files. Consider filegroups for search database
Architectural Design Considerations Topology A single list should not have more than 2,000 items per list container. A container represents the root of the list, as well as any folders within the list; a folder is a container because other list items are stored within it. Whitepaper: Working with large lists in Office SharePoint Server 2007 (Steve Peschka) http://go.microsoft.com/fwlink/?LinkId=95450 Disk Drive Speed 15K RPM recommended. IIS Application Pools Ensure “Max Used Memory” setting utilizes all the available RAM in your WFE’s.
Architectural Design Considerations STSADM Command-line Tool and CreateSiteInNewDBOperation Gary Lapoint STSADM Extensions for Site Collection DB maintenance Codeplex.com/governance tools for archive & delete capture
Large Scale Manufacture
Real-world Scenarios Automotive Mfgr. Business Requirements (Phase I) Loan Origination Application built on Office SharePoint Server 2007 Ability to manage10.5 million images. System performance with a “normal” input load defined as receipt of 27,000 images per business day = 10 hours. Simulate user load to represent 200 users for search, view & update with 2x peak
Real-world Scenarios Data Load Process (Phase I) Used KnowledgeLake Document Release Engine Loaded 9.17 documents/second per server  Employs a high-volume, storage-based folder architecture within SharePoint to ensure UI responsiveness. Executed on 4 servers. Using this application, we were able to achieve: An average document load throughput of 36.6 documents per second! An average daily input of 3.17 million documents! 10.5 million documents with only 28% utilization!
Real-world Scenarios Data Load Process (Phase II) 15 million documents consisting of Word (.docx), Excel (.xlsx), PowerPoint (.pptx) and Adobe PDF. Five Web Front-Ends were used for the load process. Peak Load Rate: 24.3 docs per second/2.1 million documents per day. Average Load Rate: ~1.9 million documents per day. Load Time: 8 days.NOTE: Load rates included  automation process that created the PDF files.
What does the logical architecture look like?!
What does the physical architecture look like?! Scale OUT… Scale UP…
What does the site topology look like?! Phase I 17 Divisional Site Collections / DB’s Phase II 10 Departmental Site Collections / DB’s
What does the storage architecture look like?
Database SizesPhase I
Architectural Design Statistical ResultsPhase I Designed Once / Built Once No architecture OR configuration changes were required after the initial build was completed. 10.5+ million documents loaded into the system in approximately 60 hours! Full Crawl indexed 10 Million items in 32 hours! Average content database size for divisional breakouts was 60GB
Architectural Design Statistical ResultsPhase II Search database size was 539GB. Lesson Learned: Large search database caused disk I/O contention; break this out into multiple data file allocations matching the number of core processors on SQL Server, and spread them over unique LUN’s. Total Index size was 162GB! Average Content database size for Divisional breakouts was 200.65GB! Average Content database size for Departmental breakouts was 137.60GB!
Large Scale Pharma
Real-world Scenarios Pharmaceutical Business Requirements Collaboration Portal built on Office SharePoint Server 2007 Validate ~40TB of content storage. Identify performance characteristics and provide guidance around content database sizing FAST search integration
Real-world Scenarios Data Load Process 71,524,357 documents loaded across two SharePoint Farms 10.92 days! Content was spread across the farms into 165 unique content databases. 6,240 Site Collections, each containing 10 sub-sites for a total of 62,400 sites. Database sizes were pre-configured to vary in size from 100GB to 350GB to determine performance and/or SLA impacts.
What does the logical architecture look like?!
What does the physical architecture look like?!
What does the site topology look like?! 165 Content DB’s 6,240 Site Collections 10 Sub-Sites in each collection: 62,400 Sites!
What does the storage architecture look like?
Architectural Design Statistical ResultsConclusion User Loads Stress tests included 2 - 3,000 concurrent users. Based on the 10% rule, testing completed equated to an environment representing 300,000 users! RAWnumber of RPS during peak times is 1,469 at Pharma. 773 RPS, which equates to 346.59 ACTUAL RPS! FAST Search Integration Successfully integrated FAST search capabilities, indexed content corpus and served search results as expected.
Large-Scale Case Study Available SharePoint Scalability and Performance Whitepaper Contains majority of content you will see here, along with test results you won’t see here. TechNet topic: http://go.microsoft.com/fwlink/?LinkId=120901 Word 2007 format: http://go.microsoft.com/fwlink/?LinkId=120881 Word 2000-2003 format: http://go.microsoft.com/fwlink/?LinkId=120890 PDF format: http://go.microsoft.com/fwlink/?LinkId=120891
question & answer
Appendix
Database SizesMPSC/Nissan Phase I
Database SizesMPSC/Nissan Phase II
Performance of Components Over Time MPSC/Nissan Phase I 14 individual performance tests were run to simulate various load scenarios.
How do we pull all this together?! PharmaContent Database Distribution Substitute “F1” with SQL Server number to generate unique DB’s Farm 1: 2 SQL Farm 2: 1 SQL 165 Content Databases!
How do we pull all this together?! PharmaData Load Statistics
Architectural Design Statistical ResultsTesting Results – 300GB Content Databases
Architectural Design Statistical ResultsTesting Results – 350GB Content Databases
Architectural Design Statistical ResultsTesting Results – 250GB Content Databases
Architectural Design Statistical ResultsTesting Results – 150GB Content Databases
Required Slide © 2009 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation.  Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation.  MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

More Related Content

What's hot

SharePoint 2010 Upgrade Drill Down
SharePoint 2010 Upgrade Drill DownSharePoint 2010 Upgrade Drill Down
SharePoint 2010 Upgrade Drill Down
Joel Oleson
 
SharePoint 2013 Performance Analysis - Robi Vončina
SharePoint 2013 Performance Analysis - Robi VončinaSharePoint 2013 Performance Analysis - Robi Vončina
SharePoint 2013 Performance Analysis - Robi Vončina
SPC Adriatics
 
Tech Ed Africa Demystifying Backup Restore In Share Point 2007
Tech Ed Africa Demystifying Backup Restore In Share Point 2007Tech Ed Africa Demystifying Backup Restore In Share Point 2007
Tech Ed Africa Demystifying Backup Restore In Share Point 2007
Joel Oleson
 
TEC2010 SharePoint 2010 Upgrade
TEC2010 SharePoint 2010 UpgradeTEC2010 SharePoint 2010 Upgrade
TEC2010 SharePoint 2010 Upgrade
Joel Oleson
 
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
European SharePoint Conference
 
Tuning SQL Server for Sharepoint 2013- What every sharepoint consultant need...
Tuning SQL Server for Sharepoint 2013-  What every sharepoint consultant need...Tuning SQL Server for Sharepoint 2013-  What every sharepoint consultant need...
Tuning SQL Server for Sharepoint 2013- What every sharepoint consultant need...
serge luca
 
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday CopenhagenWhat's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
Ilia Sotnikov
 
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
Dan Usher
 
SharePoint 2010 best practices for infrastructure deployments SharePoint Sat...
SharePoint 2010 best practices for infrastructure deployments  SharePoint Sat...SharePoint 2010 best practices for infrastructure deployments  SharePoint Sat...
SharePoint 2010 best practices for infrastructure deployments SharePoint Sat...
Knowledge Cue
 
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
J.D. Wade
 
What SQL DBAs need to know about SharePoint-Indianapolis 2013
What SQL DBAs need to know about SharePoint-Indianapolis 2013What SQL DBAs need to know about SharePoint-Indianapolis 2013
What SQL DBAs need to know about SharePoint-Indianapolis 2013
J.D. Wade
 
What SharePoint Admins need to know about SQL-Cinncinati
What SharePoint Admins need to know about SQL-CinncinatiWhat SharePoint Admins need to know about SQL-Cinncinati
What SharePoint Admins need to know about SQL-Cinncinati
J.D. Wade
 
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
European SharePoint Conference
 
Preparing for Upgrade to SharePoint 2010 Today
Preparing for Upgrade to SharePoint 2010 TodayPreparing for Upgrade to SharePoint 2010 Today
Preparing for Upgrade to SharePoint 2010 Today
Joel Oleson
 
SharePoint 2010 Upgrade Planning
SharePoint 2010 Upgrade PlanningSharePoint 2010 Upgrade Planning
SharePoint 2010 Upgrade Planning
Chaitu Madala
 
Migrating to SharePoint 2013 - Business and Technical Perspective
Migrating to SharePoint 2013 - Business and Technical PerspectiveMigrating to SharePoint 2013 - Business and Technical Perspective
Migrating to SharePoint 2013 - Business and Technical Perspective
John Calvert
 
What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013
J.D. Wade
 
SharePoint Performance: Best Practices from the Field
SharePoint Performance: Best Practices from the FieldSharePoint Performance: Best Practices from the Field
SharePoint Performance: Best Practices from the Field
Jason Himmelstein
 
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
Joel Oleson
 
SPS Kansas City: What SharePoint Admin need to know about SQL
SPS Kansas City: What SharePoint Admin need to know about SQLSPS Kansas City: What SharePoint Admin need to know about SQL
SPS Kansas City: What SharePoint Admin need to know about SQL
J.D. Wade
 

What's hot (20)

SharePoint 2010 Upgrade Drill Down
SharePoint 2010 Upgrade Drill DownSharePoint 2010 Upgrade Drill Down
SharePoint 2010 Upgrade Drill Down
 
SharePoint 2013 Performance Analysis - Robi Vončina
SharePoint 2013 Performance Analysis - Robi VončinaSharePoint 2013 Performance Analysis - Robi Vončina
SharePoint 2013 Performance Analysis - Robi Vončina
 
Tech Ed Africa Demystifying Backup Restore In Share Point 2007
Tech Ed Africa Demystifying Backup Restore In Share Point 2007Tech Ed Africa Demystifying Backup Restore In Share Point 2007
Tech Ed Africa Demystifying Backup Restore In Share Point 2007
 
TEC2010 SharePoint 2010 Upgrade
TEC2010 SharePoint 2010 UpgradeTEC2010 SharePoint 2010 Upgrade
TEC2010 SharePoint 2010 Upgrade
 
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
Infrastructure Best Practices for SharePoint On-Premises presented by Michael...
 
Tuning SQL Server for Sharepoint 2013- What every sharepoint consultant need...
Tuning SQL Server for Sharepoint 2013-  What every sharepoint consultant need...Tuning SQL Server for Sharepoint 2013-  What every sharepoint consultant need...
Tuning SQL Server for Sharepoint 2013- What every sharepoint consultant need...
 
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday CopenhagenWhat's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
What's new in SharePoint 2010 for Backup and Recovery - SP Saturday Copenhagen
 
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
2014-02-22 - IT Pro Camp - SharePoint 2013, A Brief Overview of Capability
 
SharePoint 2010 best practices for infrastructure deployments SharePoint Sat...
SharePoint 2010 best practices for infrastructure deployments  SharePoint Sat...SharePoint 2010 best practices for infrastructure deployments  SharePoint Sat...
SharePoint 2010 best practices for infrastructure deployments SharePoint Sat...
 
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
SharePoint Saturday St. Louis 2014: What SharePoint Admins need to know about...
 
What SQL DBAs need to know about SharePoint-Indianapolis 2013
What SQL DBAs need to know about SharePoint-Indianapolis 2013What SQL DBAs need to know about SharePoint-Indianapolis 2013
What SQL DBAs need to know about SharePoint-Indianapolis 2013
 
What SharePoint Admins need to know about SQL-Cinncinati
What SharePoint Admins need to know about SQL-CinncinatiWhat SharePoint Admins need to know about SQL-Cinncinati
What SharePoint Admins need to know about SQL-Cinncinati
 
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
SQL Server and SharePoint - Best Practices presented by Steffen Krause, Micro...
 
Preparing for Upgrade to SharePoint 2010 Today
Preparing for Upgrade to SharePoint 2010 TodayPreparing for Upgrade to SharePoint 2010 Today
Preparing for Upgrade to SharePoint 2010 Today
 
SharePoint 2010 Upgrade Planning
SharePoint 2010 Upgrade PlanningSharePoint 2010 Upgrade Planning
SharePoint 2010 Upgrade Planning
 
Migrating to SharePoint 2013 - Business and Technical Perspective
Migrating to SharePoint 2013 - Business and Technical PerspectiveMigrating to SharePoint 2013 - Business and Technical Perspective
Migrating to SharePoint 2013 - Business and Technical Perspective
 
What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013What SQL DBA's need to know about SharePoint-St. Louis 2013
What SQL DBA's need to know about SharePoint-St. Louis 2013
 
SharePoint Performance: Best Practices from the Field
SharePoint Performance: Best Practices from the FieldSharePoint Performance: Best Practices from the Field
SharePoint Performance: Best Practices from the Field
 
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
SharePoint Upgrade (WSS 2.0 to WSS 3.0 and SPS 2003 to MOSS 2007) by Joel Ole...
 
SPS Kansas City: What SharePoint Admin need to know about SQL
SPS Kansas City: What SharePoint Admin need to know about SQLSPS Kansas City: What SharePoint Admin need to know about SQL
SPS Kansas City: What SharePoint Admin need to know about SQL
 

Similar to Large Scale SharePoint SQL Deployments

SharePoint Intelligence Real World Business Workflow With Share Point Designe...
SharePoint Intelligence Real World Business Workflow With Share Point Designe...SharePoint Intelligence Real World Business Workflow With Share Point Designe...
SharePoint Intelligence Real World Business Workflow With Share Point Designe...
Ivan Sanders
 
Real world business workflow with SharePoint designer 2013
Real world business workflow with SharePoint designer 2013Real world business workflow with SharePoint designer 2013
Real world business workflow with SharePoint designer 2013
Ivan Sanders
 
Sql Health in a SharePoint environment
Sql Health in a SharePoint environmentSql Health in a SharePoint environment
Sql Health in a SharePoint environment
Enrique Lima
 
Sql And Storage Considerations For Share Point Server 2010
Sql And Storage Considerations For Share Point Server 2010Sql And Storage Considerations For Share Point Server 2010
Sql And Storage Considerations For Share Point Server 2010Mike Watson
 
MOSS 2007 Deployment Fundamentals -Part2
MOSS 2007 Deployment Fundamentals -Part2MOSS 2007 Deployment Fundamentals -Part2
MOSS 2007 Deployment Fundamentals -Part2Information Technology
 
Building the Perfect SharePoint 2010 Farm
Building the Perfect SharePoint 2010 FarmBuilding the Perfect SharePoint 2010 Farm
Building the Perfect SharePoint 2010 Farm
Michael Noel
 
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
Knut Relbe-Moe [MVP, MCT]
 
Optimize SQL server performance for SharePoint
Optimize SQL server performance for SharePointOptimize SQL server performance for SharePoint
Optimize SQL server performance for SharePoint
serge luca
 
Database Performance Management in Cloud
Database Performance Management in CloudDatabase Performance Management in Cloud
Database Performance Management in Cloud
Dr. Amarjeet Singh
 
SharePoint 2010 database maintenance
SharePoint 2010 database maintenanceSharePoint 2010 database maintenance
SharePoint 2010 database maintenance
Matt Ranlett
 
In-memory ColumnStore Index
In-memory ColumnStore IndexIn-memory ColumnStore Index
In-memory ColumnStore Index
SolidQ
 
AX2012 Technical Track - Infrastructure, Davy Vliegen
AX2012 Technical Track - Infrastructure, Davy VliegenAX2012 Technical Track - Infrastructure, Davy Vliegen
AX2012 Technical Track - Infrastructure, Davy Vliegendynamicscom
 
SPSMadrid Get sql spinning with SharePoint. Best practice for the back end
SPSMadrid Get sql spinning with SharePoint. Best practice for the back endSPSMadrid Get sql spinning with SharePoint. Best practice for the back end
SPSMadrid Get sql spinning with SharePoint. Best practice for the back end
Knut Relbe-Moe [MVP, MCT]
 
10 Steps Optimize Share Point Performance
10 Steps Optimize Share Point Performance10 Steps Optimize Share Point Performance
10 Steps Optimize Share Point PerformanceChristopher Bunn
 
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices Session
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices SessionNZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices Session
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices SessionMichael Noel
 
Big Data Analytics from Azure Cloud to Power BI Mobile
Big Data Analytics from Azure Cloud to Power BI MobileBig Data Analytics from Azure Cloud to Power BI Mobile
Big Data Analytics from Azure Cloud to Power BI Mobile
Roy Kim
 
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
Ivan Sanders
 
Prague data management meetup 2018-03-27
Prague data management meetup 2018-03-27Prague data management meetup 2018-03-27
Prague data management meetup 2018-03-27
Martin Bém
 
Oracle
OracleOracle
Ibm db2 big sql
Ibm db2 big sqlIbm db2 big sql
Ibm db2 big sql
ModusOptimum
 

Similar to Large Scale SharePoint SQL Deployments (20)

SharePoint Intelligence Real World Business Workflow With Share Point Designe...
SharePoint Intelligence Real World Business Workflow With Share Point Designe...SharePoint Intelligence Real World Business Workflow With Share Point Designe...
SharePoint Intelligence Real World Business Workflow With Share Point Designe...
 
Real world business workflow with SharePoint designer 2013
Real world business workflow with SharePoint designer 2013Real world business workflow with SharePoint designer 2013
Real world business workflow with SharePoint designer 2013
 
Sql Health in a SharePoint environment
Sql Health in a SharePoint environmentSql Health in a SharePoint environment
Sql Health in a SharePoint environment
 
Sql And Storage Considerations For Share Point Server 2010
Sql And Storage Considerations For Share Point Server 2010Sql And Storage Considerations For Share Point Server 2010
Sql And Storage Considerations For Share Point Server 2010
 
MOSS 2007 Deployment Fundamentals -Part2
MOSS 2007 Deployment Fundamentals -Part2MOSS 2007 Deployment Fundamentals -Part2
MOSS 2007 Deployment Fundamentals -Part2
 
Building the Perfect SharePoint 2010 Farm
Building the Perfect SharePoint 2010 FarmBuilding the Perfect SharePoint 2010 Farm
Building the Perfect SharePoint 2010 Farm
 
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
Unity Connect - Getting SQL Spinning with SharePoint - Best Practices for the...
 
Optimize SQL server performance for SharePoint
Optimize SQL server performance for SharePointOptimize SQL server performance for SharePoint
Optimize SQL server performance for SharePoint
 
Database Performance Management in Cloud
Database Performance Management in CloudDatabase Performance Management in Cloud
Database Performance Management in Cloud
 
SharePoint 2010 database maintenance
SharePoint 2010 database maintenanceSharePoint 2010 database maintenance
SharePoint 2010 database maintenance
 
In-memory ColumnStore Index
In-memory ColumnStore IndexIn-memory ColumnStore Index
In-memory ColumnStore Index
 
AX2012 Technical Track - Infrastructure, Davy Vliegen
AX2012 Technical Track - Infrastructure, Davy VliegenAX2012 Technical Track - Infrastructure, Davy Vliegen
AX2012 Technical Track - Infrastructure, Davy Vliegen
 
SPSMadrid Get sql spinning with SharePoint. Best practice for the back end
SPSMadrid Get sql spinning with SharePoint. Best practice for the back endSPSMadrid Get sql spinning with SharePoint. Best practice for the back end
SPSMadrid Get sql spinning with SharePoint. Best practice for the back end
 
10 Steps Optimize Share Point Performance
10 Steps Optimize Share Point Performance10 Steps Optimize Share Point Performance
10 Steps Optimize Share Point Performance
 
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices Session
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices SessionNZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices Session
NZSPC 2013 - Ultimate SharePoint Infrastructure Best Practices Session
 
Big Data Analytics from Azure Cloud to Power BI Mobile
Big Data Analytics from Azure Cloud to Power BI MobileBig Data Analytics from Azure Cloud to Power BI Mobile
Big Data Analytics from Azure Cloud to Power BI Mobile
 
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
SharePoint Intelligence Extending Share Point Designer 2010 Workflows With Cu...
 
Prague data management meetup 2018-03-27
Prague data management meetup 2018-03-27Prague data management meetup 2018-03-27
Prague data management meetup 2018-03-27
 
Oracle
OracleOracle
Oracle
 
Ibm db2 big sql
Ibm db2 big sqlIbm db2 big sql
Ibm db2 big sql
 

More from Joel Oleson

Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
Introduction to Microsoft Viva and the Employee Experience Platform with Joel...Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
Joel Oleson
 
Vivafy your SharePoint intranet in Microsoft Teams with Viva Connections
Vivafy your SharePoint intranet in Microsoft Teams with Viva ConnectionsVivafy your SharePoint intranet in Microsoft Teams with Viva Connections
Vivafy your SharePoint intranet in Microsoft Teams with Viva Connections
Joel Oleson
 
Viva Enhanced Teams as a Platform
Viva Enhanced Teams as a PlatformViva Enhanced Teams as a Platform
Viva Enhanced Teams as a Platform
Joel Oleson
 
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and More
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and MoreMicrosoft Teams Webinars - PowerPoint Live Presentation Mode and More
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and More
Joel Oleson
 
Microsoft Teams Governance and Security Best Practices - Joel Oleson
Microsoft Teams Governance and Security Best Practices - Joel OlesonMicrosoft Teams Governance and Security Best Practices - Joel Oleson
Microsoft Teams Governance and Security Best Practices - Joel Oleson
Joel Oleson
 
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
Joel Oleson
 
SharePoint Syntex 5 Practical Uses
SharePoint Syntex 5 Practical UsesSharePoint Syntex 5 Practical Uses
SharePoint Syntex 5 Practical Uses
Joel Oleson
 
Slice up your Microsoft 365 Tenant with Administrative Units
Slice up your Microsoft 365 Tenant with Administrative UnitsSlice up your Microsoft 365 Tenant with Administrative Units
Slice up your Microsoft 365 Tenant with Administrative Units
Joel Oleson
 
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
Joel Oleson
 
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
Joel Oleson
 
Microsoft Teams Governance Quickstart - The Experts Conference
Microsoft Teams Governance Quickstart - The Experts ConferenceMicrosoft Teams Governance Quickstart - The Experts Conference
Microsoft Teams Governance Quickstart - The Experts Conference
Joel Oleson
 
Securely Harden Microsoft 365 with Secure Score
Securely Harden Microsoft 365 with Secure ScoreSecurely Harden Microsoft 365 with Secure Score
Securely Harden Microsoft 365 with Secure Score
Joel Oleson
 
Security Hardening Microsoft 365 Tools and Techniques
Security Hardening Microsoft 365 Tools and TechniquesSecurity Hardening Microsoft 365 Tools and Techniques
Security Hardening Microsoft 365 Tools and Techniques
Joel Oleson
 
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
Joel Oleson
 
Microsoft Teams Governance and Automation
Microsoft Teams Governance and AutomationMicrosoft Teams Governance and Automation
Microsoft Teams Governance and Automation
Joel Oleson
 
Travel Trivia - World Travelers - Hosted by Joel Oleson
Travel Trivia - World Travelers - Hosted by Joel OlesonTravel Trivia - World Travelers - Hosted by Joel Oleson
Travel Trivia - World Travelers - Hosted by Joel Oleson
Joel Oleson
 
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
Joel Oleson
 
Microsoft Teams Live Events - Producing Large Scale Events Case Study
Microsoft Teams Live Events - Producing Large Scale Events Case StudyMicrosoft Teams Live Events - Producing Large Scale Events Case Study
Microsoft Teams Live Events - Producing Large Scale Events Case Study
Joel Oleson
 
Microsoft Groups Demystified: 5 Keys to Successful Group Management
Microsoft Groups Demystified: 5 Keys to Successful Group Management Microsoft Groups Demystified: 5 Keys to Successful Group Management
Microsoft Groups Demystified: 5 Keys to Successful Group Management
Joel Oleson
 
7 Innovative Ways Project Cortex Delivers Business Value
7 Innovative Ways Project Cortex Delivers Business Value7 Innovative Ways Project Cortex Delivers Business Value
7 Innovative Ways Project Cortex Delivers Business Value
Joel Oleson
 

More from Joel Oleson (20)

Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
Introduction to Microsoft Viva and the Employee Experience Platform with Joel...Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
Introduction to Microsoft Viva and the Employee Experience Platform with Joel...
 
Vivafy your SharePoint intranet in Microsoft Teams with Viva Connections
Vivafy your SharePoint intranet in Microsoft Teams with Viva ConnectionsVivafy your SharePoint intranet in Microsoft Teams with Viva Connections
Vivafy your SharePoint intranet in Microsoft Teams with Viva Connections
 
Viva Enhanced Teams as a Platform
Viva Enhanced Teams as a PlatformViva Enhanced Teams as a Platform
Viva Enhanced Teams as a Platform
 
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and More
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and MoreMicrosoft Teams Webinars - PowerPoint Live Presentation Mode and More
Microsoft Teams Webinars - PowerPoint Live Presentation Mode and More
 
Microsoft Teams Governance and Security Best Practices - Joel Oleson
Microsoft Teams Governance and Security Best Practices - Joel OlesonMicrosoft Teams Governance and Security Best Practices - Joel Oleson
Microsoft Teams Governance and Security Best Practices - Joel Oleson
 
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
Intelligent Content Enrichment using Microsoft SharePoint Syntex and Viva Top...
 
SharePoint Syntex 5 Practical Uses
SharePoint Syntex 5 Practical UsesSharePoint Syntex 5 Practical Uses
SharePoint Syntex 5 Practical Uses
 
Slice up your Microsoft 365 Tenant with Administrative Units
Slice up your Microsoft 365 Tenant with Administrative UnitsSlice up your Microsoft 365 Tenant with Administrative Units
Slice up your Microsoft 365 Tenant with Administrative Units
 
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
Microsoft 365 Tenant Administration: Understanding Microsoft 365 Administrati...
 
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
Microsoft Teams as a Platform - Microsoft 365 Application Platform Maturity M...
 
Microsoft Teams Governance Quickstart - The Experts Conference
Microsoft Teams Governance Quickstart - The Experts ConferenceMicrosoft Teams Governance Quickstart - The Experts Conference
Microsoft Teams Governance Quickstart - The Experts Conference
 
Securely Harden Microsoft 365 with Secure Score
Securely Harden Microsoft 365 with Secure ScoreSecurely Harden Microsoft 365 with Secure Score
Securely Harden Microsoft 365 with Secure Score
 
Security Hardening Microsoft 365 Tools and Techniques
Security Hardening Microsoft 365 Tools and TechniquesSecurity Hardening Microsoft 365 Tools and Techniques
Security Hardening Microsoft 365 Tools and Techniques
 
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
TeamsFest - Microsoft Teams as an Event Platform: Case Study for Large Scale ...
 
Microsoft Teams Governance and Automation
Microsoft Teams Governance and AutomationMicrosoft Teams Governance and Automation
Microsoft Teams Governance and Automation
 
Travel Trivia - World Travelers - Hosted by Joel Oleson
Travel Trivia - World Travelers - Hosted by Joel OlesonTravel Trivia - World Travelers - Hosted by Joel Oleson
Travel Trivia - World Travelers - Hosted by Joel Oleson
 
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
Decisions: SharePoint 2010 Workflows to SharePoint Online to Power Automate D...
 
Microsoft Teams Live Events - Producing Large Scale Events Case Study
Microsoft Teams Live Events - Producing Large Scale Events Case StudyMicrosoft Teams Live Events - Producing Large Scale Events Case Study
Microsoft Teams Live Events - Producing Large Scale Events Case Study
 
Microsoft Groups Demystified: 5 Keys to Successful Group Management
Microsoft Groups Demystified: 5 Keys to Successful Group Management Microsoft Groups Demystified: 5 Keys to Successful Group Management
Microsoft Groups Demystified: 5 Keys to Successful Group Management
 
7 Innovative Ways Project Cortex Delivers Business Value
7 Innovative Ways Project Cortex Delivers Business Value7 Innovative Ways Project Cortex Delivers Business Value
7 Innovative Ways Project Cortex Delivers Business Value
 

Recently uploaded

Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
Cheryl Hung
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Product School
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
Elena Simperl
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Paul Groth
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
RTTS
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
g2nightmarescribd
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
Product School
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
Frank van Harmelen
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 

Recently uploaded (20)

Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 

Large Scale SharePoint SQL Deployments

  • 1.
  • 2. Considerations for large-scale SharePoint deployments on SQL Server Name: Joel Oleson Title: Sr. Tech Prod Mgr Company: Quest Software
  • 3.
  • 4. Audience Poll New to SharePoint? SQL Admins? Large-scale Implementation (>1TB) experience? Scalability or performance issues in SharePoint deployments?
  • 5. Session Overview Lightweight Understanding SharePoint databases SQL Performance SQL Server 2008 with SharePoint Heavyweight Architectural Design Considerations Real-world scenarios Business Requirements Logical and Physical Architecture Architectural Design Statistical Results Appendix: DB Sizes, Content Distribution…
  • 7. Real World Examples Information based on real-world, large-scale SharePoint Implementations. Large software company (Microsoft) Intranet Portal for 120K users Global Enterprise Collaboration Solution (~20TB) Scalable Hosting Solution (SharePoint Online) Large automotive manufacturer Loan Origination Application / Document Repository ~50 Million content items (~6 TB)
  • 9. Disk I/O Demand Most Demand Medium Demand Low Demand *Content.. Search Config Temp Model +SSP Master Tlogs * Except during backup and Indexing + Except during Profile Import
  • 10. Top Performance Killers Indexing/Crawling Backup (SQL & Tape) Profile Import Misc Timer Jobs – User Sync for large #s of Users STSADM Backup/Restore Large List Operations Heavy User Operation List Import/Write
  • 13. SQL Server 2008 with Windows Server 2008 Transactional Performance with SQL Server 2008 Dramatically outperformed SQL 2005 on Win 2003. Compressed backup in the box Support for SQL External Blob Storage Increased resiliency Transparent Encryption See Performance Gains athttp://msdn.microsoft.com/en-us/library/dd263442.aspx
  • 15. Architectural Design Considerations Database Volumes Separate database volumes into unique LUN’s consisting of unique physical disk spindles. In a heavily read-oriented internet (portal) site, prioritize data over logs. Separate out Search database transaction log from content database transaction logs.
  • 16. Architectural Design Considerations SQL TempDB Data Files Optimal TempDB data file sizes can be calculated using the following formula: [MAX DB SIZE (KB)] X [.25] / [# CORES] = DATA FILE SIZE (KB) Calculation result (starting size) should be roughly equal to 25% of the largest content or search DB. Use RAID 10; separate LUN from other database objects (content, search, etc…). “Autogrow” feature set to a fixed amount; if auto grow occurs, permanently increase TempDB size. TempDB Log file separated to unique LUN.
  • 17. Architectural Design Considerations Content Databases 100 content databases per Web application 100GB per content database CAUTION: DB locking issues reported in collaborative DM scenarios above 100GB Need to ensure that you understand the issues based on number of users, usage profiles, etc… Service Level Agreement (SLA) requirements for backup and restore will also have an impact on this decision.
  • 18. Architectural Design Considerations Content Databases - Continued Pre-construct and pre-size Use RAID 5 or RAID 10 logical units RAID 10 is the best choice when cost is not a concern. RAID 5 will be sufficient and will save on costs, since content databases tend to be more read intensive than write intensive. Multi-core computer running SQL Server Primary file group could consist of a data file for each CPU core present in SQL Server.
  • 19. Architectural Design Considerations Database Maintenance SQL Server SP2 is needed if using the DB maintenance wizard (KB930887). Plan regular defrag of databases Performance - Average Disk Queue Length Single Digit values are optimal. Occasional double-digit values aren’t a large concern. Sustained triple-digit values require attention.
  • 20. Architectural Design Considerations Performance The recommended practice for separating the database volume types for the transaction log files to unique LUN’s follows. Content Database Log Files. Search Database Log Files. Consider filegroups for search database
  • 21. Architectural Design Considerations Topology A single list should not have more than 2,000 items per list container. A container represents the root of the list, as well as any folders within the list; a folder is a container because other list items are stored within it. Whitepaper: Working with large lists in Office SharePoint Server 2007 (Steve Peschka) http://go.microsoft.com/fwlink/?LinkId=95450 Disk Drive Speed 15K RPM recommended. IIS Application Pools Ensure “Max Used Memory” setting utilizes all the available RAM in your WFE’s.
  • 22. Architectural Design Considerations STSADM Command-line Tool and CreateSiteInNewDBOperation Gary Lapoint STSADM Extensions for Site Collection DB maintenance Codeplex.com/governance tools for archive & delete capture
  • 24. Real-world Scenarios Automotive Mfgr. Business Requirements (Phase I) Loan Origination Application built on Office SharePoint Server 2007 Ability to manage10.5 million images. System performance with a “normal” input load defined as receipt of 27,000 images per business day = 10 hours. Simulate user load to represent 200 users for search, view & update with 2x peak
  • 25. Real-world Scenarios Data Load Process (Phase I) Used KnowledgeLake Document Release Engine Loaded 9.17 documents/second per server Employs a high-volume, storage-based folder architecture within SharePoint to ensure UI responsiveness. Executed on 4 servers. Using this application, we were able to achieve: An average document load throughput of 36.6 documents per second! An average daily input of 3.17 million documents! 10.5 million documents with only 28% utilization!
  • 26. Real-world Scenarios Data Load Process (Phase II) 15 million documents consisting of Word (.docx), Excel (.xlsx), PowerPoint (.pptx) and Adobe PDF. Five Web Front-Ends were used for the load process. Peak Load Rate: 24.3 docs per second/2.1 million documents per day. Average Load Rate: ~1.9 million documents per day. Load Time: 8 days.NOTE: Load rates included automation process that created the PDF files.
  • 27. What does the logical architecture look like?!
  • 28. What does the physical architecture look like?! Scale OUT… Scale UP…
  • 29. What does the site topology look like?! Phase I 17 Divisional Site Collections / DB’s Phase II 10 Departmental Site Collections / DB’s
  • 30. What does the storage architecture look like?
  • 32. Architectural Design Statistical ResultsPhase I Designed Once / Built Once No architecture OR configuration changes were required after the initial build was completed. 10.5+ million documents loaded into the system in approximately 60 hours! Full Crawl indexed 10 Million items in 32 hours! Average content database size for divisional breakouts was 60GB
  • 33. Architectural Design Statistical ResultsPhase II Search database size was 539GB. Lesson Learned: Large search database caused disk I/O contention; break this out into multiple data file allocations matching the number of core processors on SQL Server, and spread them over unique LUN’s. Total Index size was 162GB! Average Content database size for Divisional breakouts was 200.65GB! Average Content database size for Departmental breakouts was 137.60GB!
  • 35. Real-world Scenarios Pharmaceutical Business Requirements Collaboration Portal built on Office SharePoint Server 2007 Validate ~40TB of content storage. Identify performance characteristics and provide guidance around content database sizing FAST search integration
  • 36. Real-world Scenarios Data Load Process 71,524,357 documents loaded across two SharePoint Farms 10.92 days! Content was spread across the farms into 165 unique content databases. 6,240 Site Collections, each containing 10 sub-sites for a total of 62,400 sites. Database sizes were pre-configured to vary in size from 100GB to 350GB to determine performance and/or SLA impacts.
  • 37. What does the logical architecture look like?!
  • 38. What does the physical architecture look like?!
  • 39. What does the site topology look like?! 165 Content DB’s 6,240 Site Collections 10 Sub-Sites in each collection: 62,400 Sites!
  • 40. What does the storage architecture look like?
  • 41. Architectural Design Statistical ResultsConclusion User Loads Stress tests included 2 - 3,000 concurrent users. Based on the 10% rule, testing completed equated to an environment representing 300,000 users! RAWnumber of RPS during peak times is 1,469 at Pharma. 773 RPS, which equates to 346.59 ACTUAL RPS! FAST Search Integration Successfully integrated FAST search capabilities, indexed content corpus and served search results as expected.
  • 42. Large-Scale Case Study Available SharePoint Scalability and Performance Whitepaper Contains majority of content you will see here, along with test results you won’t see here. TechNet topic: http://go.microsoft.com/fwlink/?LinkId=120901 Word 2007 format: http://go.microsoft.com/fwlink/?LinkId=120881 Word 2000-2003 format: http://go.microsoft.com/fwlink/?LinkId=120890 PDF format: http://go.microsoft.com/fwlink/?LinkId=120891
  • 47. Performance of Components Over Time MPSC/Nissan Phase I 14 individual performance tests were run to simulate various load scenarios.
  • 48. How do we pull all this together?! PharmaContent Database Distribution Substitute “F1” with SQL Server number to generate unique DB’s Farm 1: 2 SQL Farm 2: 1 SQL 165 Content Databases!
  • 49. How do we pull all this together?! PharmaData Load Statistics
  • 50. Architectural Design Statistical ResultsTesting Results – 300GB Content Databases
  • 51. Architectural Design Statistical ResultsTesting Results – 350GB Content Databases
  • 52. Architectural Design Statistical ResultsTesting Results – 250GB Content Databases
  • 53. Architectural Design Statistical ResultsTesting Results – 150GB Content Databases
  • 54. Required Slide © 2009 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Editor's Notes

  1. Pre-construct and pre-size your content databases. Once the content database size has been specified, it is recommended that the database be created using a script that appropriately generates the empty database. Note that the “Autogrow” feature should be left on to prevent any future issues.Place the content database file or files on RAID 5 or RAID 10 logical units. RAID 10 is the best choice when cost is not a concern. RAID 5 will be sufficient and will save on costs, since content databases tend to be more read intensive than write intensive.For a large-scale document management solution, with a multi-core computer running SQL Server, the primary file group for the content database could potentially consist of a data file for each CPU core present in SQL Server. If possible, move each data file to separate logical units consisting of unique physical disk spindles.Database storage for content items will be between 1.2 and 1.5 time the raw file size when stored in SharePoint.
  2. If you would like to host your demo on the Virtual Server, please use the myVPC demo slide, not this slide.