{"id":78945,"date":"2026-11-10T19:45:12","date_gmt":"2026-11-10T19:45:12","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=78945"},"modified":"2026-11-10T19:55:59","modified_gmt":"2026-11-10T19:55:59","slug":"rewritten-sql-server-69258","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=78945","title":{"rendered":"SQL Server Scalability: Revisiting SQL Server 2005 Concepts for Modern Systems"},"content":{"rendered":"<p>The classic scaling choices are scale up\u2014more capacity on one server\u2014and scale out\u2014more servers sharing particular workloads. The older SQL Server 2005 discussion remains useful conceptually, but its hardware assumptions are historical.<\/p>\n<h2>Scale up first where appropriate<\/h2>\n<p>Increasing memory, improving storage latency, or moving to a suitable processor may help, but the right action depends on measured waits and workload patterns. More CPU cores do not automatically repair a poorly indexed query.<\/p>\n<h2>Scale out carefully<\/h2>\n<p>Read replicas, data partitioning, caching, and distributed services may reduce pressure on a single server. They can also introduce synchronization, routing, failure, and consistency complexity.<\/p>\n<h2>Obsolete platform assumptions<\/h2>\n<p>References to 32-bit editions, Itanium, old hyperthreading percentages, and SQL Server 2005 edition limits should not guide a modern purchase. Consult current version and edition specifications.<\/p>\n<h2>Performance methodology<\/h2>\n<p>Measure latency percentiles, throughput, CPU, memory grants, disk latency, and blocking before and after capacity changes. Establish a bottleneck hypothesis and demonstrate that the intervention addressed it.<\/p>\n<hr\/>\n<p><strong>AI disclosure and reuse:<\/strong> This AI-generated article is rewritten from <a href=\"https:\/\/bangla.sitestree.com\/?p=69258\">an existing Open Education post (ID 69258)<\/a>. Additional explanations, code examples, and version notes may have been added. You may reuse the newly generated article text with or without attribution. Third-party trademarks and linked works retain their own rights. <strong>AI can make mistakes.<\/strong> Check examples, permissions, supported SQL Server versions, and documentation before use in any live system.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The classic scaling choices are scale up\u2014more capacity on one server\u2014and scale out\u2014more servers sharing particular workloads. The older SQL Server 2005 discussion remains useful conceptually, but its hardware assumptions are historical.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[20,182],"tags":[466],"class_list":["post-78945","post","type-post","status-publish","format-standard","hentry","category-information-technology","category---blog","tag-sql-server","item-wrap"],"jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":69258,"url":"http:\/\/bangla.sitestree.com\/?p=69258","url_meta":{"origin":78945,"position":0},"title":"Scalability: SQL Server 2005 #38","author":"Author-Check- Article-or-Video","date":"August 16, 2021","format":false,"excerpt":"Scalability: SQL Server 2005After you have optimized your database design and the application design, you can improve the scalability of SQL Server in two ways1.Scaling Up2.Scaling OutScaling Up: Improve performance by 1. Adding more processors, memory, and storage capacity2. Replacing existing hardware with faster hardwareNote: You also need the right\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":69274,"url":"http:\/\/bangla.sitestree.com\/?p=69274","url_meta":{"origin":78945,"position":1},"title":"SQL Server Short-notes at JustETC #38","author":"Author-Check- Article-or-Video","date":"August 16, 2021","format":false,"excerpt":"How to optimize query response time? How to optimize SQL Server Cursors What are cursors? SQL Server Hints Scalability: SQL Server 2005 Scaling Out Dynamic Management Views SQL Server Database System Tuning SQL Server: Index SQL Server : Backups SQL Server Short-notes at JustEtc SQL Server Short-notes at JustEtc From:\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":69272,"url":"http:\/\/bangla.sitestree.com\/?p=69272","url_meta":{"origin":78945,"position":2},"title":"SQL Server Short-notes at JustEtc #38","author":"Author-Check- Article-or-Video","date":"August 16, 2021","format":false,"excerpt":"Query Optimization How to optimize query response time? SQL Server How to optimize SQL Server Cursors What are cursors? SQL Server Hints Scalability: SQL Server 2005 Scaling Out Dynamic Management Views SQL Server Database System Tuning SQL Server: Index SQL Server : Backups From: http:\/\/sitestree.com\/?p=5221 Categories:38Tags: Post Data:2012-10-04 19:57:27 Shop\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22427,"url":"http:\/\/bangla.sitestree.com\/?p=22427","url_meta":{"origin":78945,"position":3},"title":"SQL Server Data Quality Server and Data Quality Client Installation #Root #By Sayed Ahmed #MS SQL Server #SQL Server Reporting #Data Warehouse #Analysis Service","author":"Author-Check- Article-or-Video","date":"March 14, 2021","format":false,"excerpt":"SQL Server Data Quality Server and Data Quality Client Installation [youtube http:\/\/www.youtube.com\/watch?v=8Tk1YyZAejU?feature=player_detailpage&w=640&h=360] From: http:\/\/sitestree.com\/?p=1746 Categories:Root, By Sayed Ahmed, MS SQL Server, SQL Server Reporting, Data Warehouse, Analysis ServiceTags: Post Data:2014-12-12 21:46:10 Shop Online: https:\/\/www.ShopForSoul.com\/ (Big Data, Cloud, Security, Machine Learning): Courses: http:\/\/Training.SitesTree.com In Bengali: http:\/\/Bangla.SaLearningSchool.com http:\/\/SitesTree.com 8112223 Canada Inc.\/JustEtc: http:\/\/JustEtc.net\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22521,"url":"http:\/\/bangla.sitestree.com\/?p=22521","url_meta":{"origin":78945,"position":4},"title":"Add Code to SQL Server Reporting  #Root #By Sayed Ahmed #MS SQL Server #SQL Server Reporting","author":"Author-Check- Article-or-Video","date":"March 15, 2021","format":false,"excerpt":"Add Code to SQL Server Reporting [youtube http:\/\/www.youtube.com\/watch?v=qh016d5XEQU?feature=player_detailpage&w=640&h=360] From: http:\/\/sitestree.com\/?p=1714 Categories:Root, By Sayed Ahmed, MS SQL Server, SQL Server ReportingTags: Post Data:2014-12-01 22:04:47 Shop Online: https:\/\/www.ShopForSoul.com\/ (Big Data, Cloud, Security, Machine Learning): Courses: http:\/\/Training.SitesTree.com In Bengali: http:\/\/Bangla.SaLearningSchool.com http:\/\/SitesTree.com 8112223 Canada Inc.\/JustEtc: http:\/\/JustEtc.net (Software\/Web\/Mobile\/Big-Data\/Machine Learning) Shop Online: https:\/\/www.ShopForSoul.com\/ Medium: https:\/\/medium.com\/@SayedAhmedCanada","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":75827,"url":"http:\/\/bangla.sitestree.com\/?p=75827","url_meta":{"origin":78945,"position":5},"title":"MS SQL Server Dynamic SQl, T-SQL","author":"Sayed","date":"June 25, 2023","format":false,"excerpt":"MS SQL Server Dynamic SQl, T-SQL Mostly: Dynamic SQL Stored Procedure Trigger Cursor Function Sayed Ahmed What are the Most Important Most Used Design ERD Convert ERD to database Normalization Indexing SQL Stored Procedure Dynamic SQL These will come, not too frequent Function, User Defined Data Types, Temporary Table Trigger,\u2026","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78945"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78945\/revisions"}],"predecessor-version":[{"id":79007,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78945\/revisions\/79007"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78945"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}