2016
Optimize Performance
https://technet.microsoft.com/en-us/library/jj721440(v=office.16).aspx
Planning Performance
https://technet.microsoft.com/en-us/library/cc262971(v=office.16).aspx
2013
How To Calculate Number of web front end servers in a SharePoint farm 2013 and 2010
http://abhayajoshi.blogspot.com/2014/01/how-to-calculate-number-of-web-front_24.html
Capacity management and sizing for SharePoint Server 2013
https://technet.microsoft.com/en-us/library/cc261700(v=office.16).aspx
Optimize Performance
https://technet.microsoft.com/en-us/library/jj721440.aspx
Planning Performance
https://technet.microsoft.com/en-us/library/cc262971(v=office.15).aspx
2010
Scaling SharePoint
https://technet.microsoft.com/en-us/library/cc261795(v=office.12).aspx
Interacting with Data Collector Sets via Powershell
http://blogs.technet.com/b/brad_rutkowski/archive/2009/02/18/interacting-with-data-collector-sets-via-powershell.aspx
http://social.technet.microsoft.com/wiki/contents/articles/7926.sharepoint-2010-tips-for-dealing-with-performance-issues.aspx
Great list of Links on SharePoint Performance
http://www.sharepointedutech.com/2011/10/09/spc373-performance-tuning-sharepoint-2010/
http://www.slideshare.net/joeloleson/sharepoint-performance-optimization-in-10-steps-for-the-it-professional
Developer Performance Tools (Visual Studio Solutions)
SPDisposeCheck is a tool that helps developers and administrators check custom SharePoint solutions that use the SharePoint Object Model helping measure against known Microsoft dispose best practices http://blogs.msdn.com/b/rogerla/archive/2010/12/13/announcing-spdisposecheck-v14-0-4762-1000-update-for-sharepoint-development.aspx
IIS
w3wp.exe using too much memory and resources
http://blog.whitesites.com/w3wp-exe-using-too-much-memory-and-resources__633900106668026886_blog.htm
SAN
Great Video and scripts to help diagnose issues (SAN or not)http://www.brentozar.com/archive/2011/08/how-prove-its-san-problem-webcast-video/
SQL Performance Tools
SQLIOSim - For Microsoft SQL Server 2005, SQLIOSim was shipped as a separate download package. Starting with SQL Server 2008, SQLIOSim is included with the SQL Server product installation http://support.microsoft.com/kb/231619SQLIO - Microsoft Utility used to determine the I/O capacity of a given configuration.
http://www.microsoft.com/download/en/details.aspx?id=20163
Other Performance Tools
Logman and powershellhttp://colleenmorrow.com/2012/02/13/using-powershell-to-deploy-performance-monitor/
Team Foundation Server with Test Edition
Jumble
Grinder
OpenSTA
Fiddler2
webpagetest.org
perfmon
SQL Server Management Studio
Firebug and Firebug lite
HTTP Watch
IE Dev Tool Bar
Temp DB
Separate Disk
Watch Disk Space
Compact
Watch Memory
GZip
windows server 2008 standard Edition taking on the bulk of network services, the Enterprise Edition is really focused on server systems that require extremely large-scale processing and memory capabilities as well as clustering or Active Directory Federation Services
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