{"id":12792,"date":"2025-02-18T04:45:13","date_gmt":"2025-02-18T01:45:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/"},"modified":"2025-02-18T04:45:13","modified_gmt":"2025-02-18T01:45:13","slug":"sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/","title":{"rendered":"SQL Server&#8217;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri"},"content":{"rendered":"<p><body><\/p>\n<p>SQL Server&#8217;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri<\/p>\n<p>Merhaba! Fatih Soysal olarak, SQL Server&#8217;da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum.  Bu makalede, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde analitik sorgular\u0131n performans\u0131n\u0131 nas\u0131l \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilece\u011finizi g\u00f6sterece\u011fim.  \u00d6ncelikle, Columnstore indekslerinin ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini \u00f6zetleyelim.  Ard\u0131ndan, 2022&#8217;deki yeni \u00f6zelliklere ve performans iyile\u015ftirmelerine detayl\u0131 olarak bakaca\u011f\u0131z. Son olarak da,  pratik \u00f6rnekler ve ipu\u00e7lar\u0131yla konuyu peki\u015ftirece\u011fiz.<\/p>\n<h2>Columnstore \u0130ndeksleri Nedir ve Neden Kullanmal\u0131y\u0131z?<\/h2>\n<p>Columnstore indeksleri, SQL Server&#8217;da b\u00fcy\u00fck veri k\u00fcmelerinde analitik sorgular\u0131n performans\u0131n\u0131 optimize etmek i\u00e7in tasarlanm\u0131\u015f \u00f6zel bir indeks t\u00fcr\u00fcd\u00fcr.  S\u0131ra tabanl\u0131 indekslerin aksine, verileri s\u00fctun baz\u0131nda depolarlar.  Bu sayede, sadece sorguda ihtiya\u00e7 duyulan s\u00fctunlar belle\u011fe y\u00fcklenir.  Bu da, i\u015flem s\u00fcresini \u00f6nemli \u00f6l\u00e7\u00fcde azalt\u0131r ve disk I\/O&#8217;sunu minimize eder.  Sonu\u00e7 olarak, analitik sorgular \u00e7ok daha h\u0131zl\u0131 \u00e7al\u0131\u015f\u0131r.<\/p>\n<p>\u00d6zellikle b\u00fcy\u00fck veri hacimleriyle \u00e7al\u0131\u015f\u0131yorsan\u0131z, Columnstore indeksleri olmazsa olmazd\u0131r.  \u00d6rne\u011fin, veri ambarlar\u0131, OLAP k\u00fcpleri ve b\u00fcy\u00fck veri analizi senaryolar\u0131nda performans art\u0131\u015f\u0131 g\u00f6zle g\u00f6r\u00fcl\u00fcr derecede fazlad\u0131r.  Ancak unutmamak gerekir ki, Columnstore indeksleri her zaman en iyi \u00e7\u00f6z\u00fcm olmayabilir.  \u00d6rne\u011fin, s\u0131k\u00e7a g\u00fcncellenen tablolar i\u00e7in performans d\u00fc\u015f\u00fc\u015f\u00fcne sebep olabilir.  Bu nedenle, uygun kullan\u0131m senaryolar\u0131n\u0131 iyi belirlemek \u00f6nemlidir.<\/p>\n<h2>2022&#8217;deki Yeni \u00d6zellikler ve Performans Geli\u015ftirmeleri<\/h2>\n<p>Microsoft, SQL Server&#8217;daki Columnstore indekslerini s\u00fcrekli olarak iyile\u015ftiriyor.  2022 y\u0131l\u0131nda gelen baz\u0131 \u00f6nemli geli\u015ftirmeler \u015funlard\u0131r:<\/p>\n<ul>\n<li><b>Geli\u015fmi\u015f s\u0131k\u0131\u015ft\u0131rma algoritmalar\u0131:<\/b> Daha fazla veri s\u0131k\u0131\u015ft\u0131rma, daha az disk alan\u0131 kullan\u0131m\u0131 ve daha h\u0131zl\u0131 okuma i\u015flemleri sa\u011flar.  Bu sayede, daha b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde \u00e7al\u0131\u015fmak daha kolay ve h\u0131zl\u0131 hale gelir.<\/li>\n<li><b>Paralel i\u015fleme iyile\u015ftirmeleri:<\/b>  Sorgular\u0131n paralel olarak i\u015flenmesiyle performans \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131r\u0131l\u0131r.  Bu, \u00f6zellikle \u00e7ok \u00e7ekirdekli i\u015flemcilerde daha belirgin bir etki yarat\u0131r.<\/li>\n<li><b>Bellek y\u00f6netimi optimizasyonlar\u0131:<\/b> Daha etkin bellek kullan\u0131m\u0131, daha az bellek kaynak t\u00fcketimi ve daha y\u00fcksek performans anlam\u0131na gelir. Daha b\u00fcy\u00fck sorgular\u0131 i\u015fleyebilme yetene\u011fini art\u0131r\u0131r.<\/li>\n<li><b>Yeni istatistiksel fonksiyonlar:<\/b> Columnstore indeksleri \u00fczerinde daha geli\u015fmi\u015f istatistiksel analizler yapmak i\u00e7in yeni fonksiyonlar sunulmu\u015ftur.<\/li>\n<\/ul>\n<p>Bu geli\u015ftirmeler, b\u00fcy\u00fck veri k\u00fcmelerindeki analitik sorgular\u0131n performans\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rmaktad\u0131r.  \u00d6rne\u011fin, b\u00fcy\u00fck bir veri ambar\u0131ndaki sat\u0131\u015f verilerini analiz etmek i\u00e7in, Columnstore indeksleri kullanarak sorgu s\u00fcresini saniyelerden milisaniyelere d\u00fc\u015f\u00fcrebilirsiniz.<\/p>\n<h2>Pratik \u00d6rnekler ve \u0130pu\u00e7lar\u0131<\/h2>\n<p>Columnstore indekslerinin performans\u0131n\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmak i\u00e7in a\u015fa\u011f\u0131daki ipu\u00e7lar\u0131n\u0131 dikkate al\u0131n:<\/p>\n<ul>\n<li><b>Uygun s\u00fctun t\u00fcrlerini se\u00e7in:<\/b>  Columnstore indeksleri, say\u0131sal ve tarih t\u00fcrleri gibi belirli s\u00fctun t\u00fcrleriyle en iyi \u015fekilde \u00e7al\u0131\u015f\u0131r.<\/li>\n<li><b>Veri da\u011f\u0131l\u0131m\u0131n\u0131 analiz edin:<\/b>  Veri da\u011f\u0131l\u0131m\u0131, Columnstore indekslerinin performans\u0131n\u0131 etkiler.  Veri da\u011f\u0131l\u0131m\u0131n\u0131 analiz ederek, indeks olu\u015fturma stratejinizi optimize edebilirsiniz.<\/li>\n<li><b>\u0130ndeks boyutunu kontrol edin:<\/b> \u00c7ok b\u00fcy\u00fck indeksler performans\u0131 olumsuz etkileyebilir.  \u0130ndeks boyutunu d\u00fczenli olarak kontrol edin ve gerekirse yeniden olu\u015fturun.<\/li>\n<li><b>Performans testleri yap\u0131n:<\/b>  Columnstore indekslerinin performans\u0131n\u0131 test etmek i\u00e7in \u00e7e\u015fitli sorgular \u00e7al\u0131\u015ft\u0131r\u0131n ve sonu\u00e7lar\u0131 analiz edin.<\/li>\n<\/ul>\n<p>Columnstore indeksleri ile ilgili daha fazla bilgi i\u00e7in <a href=\"https:\/\/docs.microsoft.com\/en-us\/sql\/relational-databases\/indexes\/columnstore-indexes-overview?view=sql-server-ver16\">Microsoft SQL Server belgelerine<\/a> g\u00f6z atabilirsiniz.  Ayr\u0131ca,  SQL Server performans optimizasyonu konusunda daha fazla bilgi i\u00e7in kendi web sitemi <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>SQL Server&#8217;daki Columnstore indeksleri, b\u00fcy\u00fck veri analizi i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r.  2022 y\u0131l\u0131nda gelen geli\u015ftirmeler, performans ve \u00f6l\u00e7eklenebilirlik a\u00e7\u0131s\u0131ndan \u00f6nemli avantajlar sunmaktad\u0131r.  Bu makalede ele ald\u0131\u011f\u0131m\u0131z ipu\u00e7lar\u0131n\u0131 uygulayarak,  analitik sorgular\u0131n\u0131z\u0131n performans\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilirsiniz.<\/p>\n<p>Umar\u0131m bu makale size faydal\u0131 olmu\u015ftur.  Herhangi bir sorunuz veya yorumunuz varsa, l\u00fctfen bana bildirin!<\/p>\n<p>#Etiketler: SQL Server, Columnstore Index, Performans, Optimizasyon, Veri Analiti\u011fi, Yeni \u00d6zellikler, 2022, B\u00fcy\u00fck Veri, Analitik Sorgular, Fatih Soysal<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"SQL Server&#8217;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri Merhaba! Fatih Soysal olarak, SQL Server&#8217;da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-12792","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SQL Server&#039;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri<\/title>\n<meta name=\"description\" content=\"Merhaba! Fatih Soysal olarak, SQL Server&#039;da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum. Bu makalede, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde analitik sorgular\u0131n performans\u0131n\u0131 nas\u0131l \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilece\u011finizi g\u00f6sterece\u011fim. \u00d6ncelikle, Columnstore indekslerinin ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini \u00f6zetleyelim. Ard\u0131ndan, 2022&#039;deki yeni \u00f6zelliklere ve performans iyile\u015ftirmelerine detayl\u0131 olarak bakaca\u011f\u0131z. Son olarak da, pratik \u00f6rnekler ve ipu\u00e7lar\u0131yla konuyu peki\u015ftirece\u011fiz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SQL Server&#039;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Fatih Soysal olarak, SQL Server&#039;da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum. Bu makalede, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde analitik sorgular\u0131n performans\u0131n\u0131 nas\u0131l \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilece\u011finizi g\u00f6sterece\u011fim. \u00d6ncelikle, Columnstore indekslerinin ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini \u00f6zetleyelim. Ard\u0131ndan, 2022&#039;deki yeni \u00f6zelliklere ve performans iyile\u015ftirmelerine detayl\u0131 olarak bakaca\u011f\u0131z. Son olarak da, pratik \u00f6rnekler ve ipu\u00e7lar\u0131yla konuyu peki\u015ftirece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-18T01:45:13+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"SQL Server&#8217;da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri\",\"datePublished\":\"2025-02-18T01:45:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\"},\"wordCount\":739,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/\",\"name\":\"SQL Server'da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-02-18T01:45:13+00:00\",\"description\":\"Merhaba! Fatih Soysal olarak, SQL Server'da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum. Bu makalede, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde analitik sorgular\u0131n performans\u0131n\u0131 nas\u0131l \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilece\u011finizi g\u00f6sterece\u011fim. \u00d6ncelikle, Columnstore indekslerinin ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini \u00f6zetleyelim. Ard\u0131ndan, 2022'deki yeni \u00f6zelliklere ve performans iyile\u015ftirmelerine detayl\u0131 olarak bakaca\u011f\u0131z. 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Fatih Soysal olarak, SQL Server'da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum. Bu makalede, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde analitik sorgular\u0131n performans\u0131n\u0131 nas\u0131l \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilece\u011finizi g\u00f6sterece\u011fim. \u00d6ncelikle, Columnstore indekslerinin ne oldu\u011funu ve neden kullanman\u0131z gerekti\u011fini \u00f6zetleyelim. Ard\u0131ndan, 2022'deki yeni \u00f6zelliklere ve performans iyile\u015ftirmelerine detayl\u0131 olarak bakaca\u011f\u0131z. Son olarak da, pratik \u00f6rnekler ve ipu\u00e7lar\u0131yla konuyu peki\u015ftirece\u011fiz.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/sql-serverda-columnstore-indeksleri-2022-ozellikleri-ve-performans-gelistirmeleri\/","og_locale":"tr_TR","og_type":"article","og_title":"SQL Server'da Columnstore \u0130ndeksleri: 2022 \u00d6zellikleri ve Performans Geli\u015ftirmeleri","og_description":"Merhaba! Fatih Soysal olarak, SQL Server'da Columnstore indekslerinin g\u00fcc\u00fcn\u00fc ve 2022 y\u0131l\u0131nda gelen heyecan verici geli\u015fmeleri sizlerle payla\u015fmak istiyorum. 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