{"id":730487,"date":"2022-11-05T11:00:12","date_gmt":"2022-11-05T18:00:12","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-sanallastirma-nedir-artilari-ve-eksileri\/"},"modified":"2022-11-05T11:00:12","modified_gmt":"2022-11-05T11:00:12","slug":"veri-sanallastirma-nedir-artilari-ve-eksileri","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-sanallastirma-nedir-artilari-ve-eksileri\/","title":{"rendered":"Veri Sanalla\u015ft\u0131rma: Nedir, Art\u0131lar\u0131 ve Eksileri"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">T\u00fcm i\u015fletmeler, h\u0131zl\u0131 i\u015f kararlar\u0131 almak ve m\u00fc\u015fterilere daha h\u0131zl\u0131 hizmet vermek i\u00e7in ger\u00e7ek zamanl\u0131 verilere ihtiya\u00e7 duyar. Bu veriler buluta, sosyal medya platformlar\u0131na, operasyonel sistemlere ve web sitelerine da\u011f\u0131lm\u0131\u015f durumdad\u0131r. Veri sanalla\u015ft\u0131rma, veri silolar\u0131n\u0131 ortadan kald\u0131rmaya ve \u015firket verilerine eri\u015fimi h\u0131zland\u0131rmaya yard\u0131mc\u0131 olur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, verilere ger\u00e7ek zamanl\u0131 eri\u015fim sa\u011flayan bir t\u00fcr veri entegrasyon teknolojisidir. Bu blogda, bu konu hakk\u0131nda bilgi edinecek ve baz\u0131 kullan\u0131m \u00f6rnekleriyle art\u0131lar\u0131n\u0131 ve eksilerini tart\u0131\u015faca\u011f\u0131z.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, mant\u0131ksal d\u00fczeyde bir \u00e7\u0131karma katman\u0131 eklemeyi i\u00e7eren bir veri i\u015fleme y\u00f6ntemidir. Sonu\u00e7 olarak, kullan\u0131c\u0131lar verilerin orijinal format\u0131 veya depolama konumu gibi teknik ayr\u0131nt\u0131lar hakk\u0131nda endi\u015felenmeden farkl\u0131 veri setlerine eri\u015febilir ve bunlar\u0131 de\u011fi\u015ftirebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kullan\u0131c\u0131lar t\u00fcm verilerine tek bir aray\u00fcz \u00fczerinden ula\u015fabilir. B\u00fcy\u00fck veri bloklar\u0131n\u0131 fiziksel olarak ta\u015f\u0131ma ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131r; bunun yerine ger\u00e7ek verilere i\u015faret\u00e7iler kullan\u0131r. Bu, verilerin depolanmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r ve verilere daha h\u0131zl\u0131 ula\u015f\u0131lmas\u0131n\u0131 sa\u011flar.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rman\u0131n art\u0131lar\u0131 ve eksileri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma daha h\u0131zl\u0131, daha esnek ve daha iyi i\u015f zekas\u0131 operasyonlar\u0131 sunar. Bunu kullanman\u0131n birka\u00e7 faydas\u0131n\u0131n yan\u0131 s\u0131ra potansiyel dezavantajlar\u0131 da vard\u0131r. A\u015fa\u011f\u0131da veri sanalla\u015ft\u0131rmadan yararlanman\u0131n birka\u00e7 avantaj\u0131 yer almaktad\u0131r:<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Ger\u00e7ek zamanl\u0131 eri\u015fim: <\/b><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, verileri fiziksel olarak yeni bir konuma ta\u015f\u0131madan sanal veya mant\u0131ksal katman arac\u0131l\u0131\u011f\u0131yla kaynak verilere ger\u00e7ek zamanl\u0131 eri\u015fim ve manip\u00fclasyon sa\u011flar.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Uygun maliyetli:<\/b><span style=\"font-weight: 400;\"> Veri sanalla\u015ft\u0131rman\u0131n uygulanmas\u0131, ayr\u0131 bir konsolide depo in\u015fa etmekten daha az kaynak ve maliyet gerektirir.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Geli\u015fmi\u015f veri y\u00f6neti\u015fimi ve g\u00fcvenli\u011fi:  <\/b><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, tek sanal veri yap\u0131s\u0131 sayesinde y\u00f6neticilerin merkezi veri y\u00f6netimi ve g\u00fcvenli\u011fi uygulamas\u0131na olanak tan\u0131r. Malzemenin yerini de\u011fi\u015ftirmeye gerek yoktur ve eri\u015fim seviyeleri kontrol edilebilir.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Azalt\u0131lm\u0131\u015f karma\u015f\u0131kl\u0131k:<\/b><span style=\"font-weight: 400;\"> Kurumun t\u00fcm verileri tek bir sanal katman \u00fczerinden eri\u015filebilir hale getirilerek \u00e7ok \u00e7e\u015fitli kullan\u0131c\u0131lar ve uygulamalar i\u00e7in uygun hale getirilir.<\/span><\/li>\n<\/ul>\n<\/li>\n<li aria-level=\"1\"><b>Self-servis yetenekleri: <\/b><span style=\"font-weight: 400;\">\u0130\u015f kullan\u0131c\u0131lar\u0131, ihtiya\u00e7 duyduklar\u0131 raporlar\u0131 ve analizleri olu\u015fturmak ve y\u00fcr\u00fctmek i\u00e7in verilerin format\u0131 veya konumu hakk\u0131nda endi\u015felenmek zorunda de\u011fildir.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma bir i\u015fletmeye fayda sa\u011flayabilir, ancak baz\u0131 dezavantajlar\u0131 da vard\u0131r. Hadi tart\u0131\u015fal\u0131m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Test sonu\u00e7lar\u0131n\u0131 bulmak i\u00e7in harcanan zaman:<\/b><span style=\"font-weight: 400;\">  Sanal veritabanlar\u0131 test ortamlar\u0131n\u0131 kurarken \u00e7ok zaman kazand\u0131rabilir, ancak bu s\u00fcre\u00e7te \u00e7ok zaman da kaybedilir. QA m\u00fchendisleri genellikle test verilerini toplamakla me\u015fguld\u00fcr. Milyonlarca veya milyarlarca kay\u0131t i\u00e7eren bir veritaban\u0131 bu s\u00fcreyi sadece k\u0131saltacakt\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Y\u00fcksek a\u011f trafi\u011fi maliyetleri:<\/b><span style=\"font-weight: 400;\">  \u00dcretim dosyalar\u0131n\u0131n tamam\u0131 veri sunucusunda saklan\u0131r. Ancak, yer tasarrufu sa\u011flamak i\u00e7in s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015flard\u0131r. Bu i\u015flemlerin say\u0131s\u0131 ve yo\u011funlu\u011fu, olas\u0131 t\u00fcm maliyetlerle birlikte \u00f6nemli bir a\u011f trafi\u011fi olu\u015fturacakt\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tek ar\u0131za noktas\u0131:<\/b><span style=\"font-weight: 400;\">  Tek bir hata noktas\u0131 s\u0131kl\u0131kla sanalla\u015ft\u0131rma sunucusunun t\u00fcm veri kaynaklar\u0131na tek eri\u015fim noktas\u0131 olmas\u0131ndan kaynaklan\u0131r. Sunucu \u00e7\u00f6kerse t\u00fcm operasyonel sistemler veri ak\u0131\u015flar\u0131n\u0131 kaybetme riskiyle kar\u015f\u0131 kar\u015f\u0131ya kal\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Toplu veri deste\u011fi yoktur:<\/b><span style=\"font-weight: 400;\"> Entegrasyon y\u00f6ntemi, \u00e7e\u015fitli durumlar i\u00e7in gerekli olabilecek verilerin toplu olarak veya toplu olarak ta\u015f\u0131nmas\u0131n\u0131 desteklemez.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma kullan\u0131m \u00f6rnekleri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Farkl\u0131 veri kaynaklar\u0131 ile bunlar\u0131 kullanan ki\u015filer aras\u0131na bir katman eklemeyi i\u00e7erir. \u0130\u015f d\u00fcnyas\u0131nda birden fazla kullan\u0131m\u0131 vard\u0131r. Baz\u0131 kullan\u0131m \u00f6rneklerini inceleyelim:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">Veri entegrasyonu<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Sanalla\u015ft\u0131rman\u0131n en yayg\u0131n uygulamas\u0131 muhtemelen veri entegrasyonudur. B\u00fcy\u00fck veri, bulut bilgileri ve sosyal medya, i\u015fletmelerin bir\u00e7ok veri t\u00fcr\u00fcne yaln\u0131zca birka\u00e7 \u00f6rnektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, kullan\u0131c\u0131lar\u0131n ihtiya\u00e7 duyduklar\u0131 verilere eri\u015fmek i\u00e7in her bir veri t\u00fcr\u00fcn\u00fcn depolama konumunun veya bi\u00e7iminin \u00f6zelliklerini anlama ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131r.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">H\u0131zl\u0131 prototipleme<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Mant\u0131ksal Veri Ambar\u0131&#8217;n\u0131n veri sanalla\u015ft\u0131rma bile\u015feni, verileri gerekti\u011finde \u00fcretime kayd\u0131rmak i\u00e7in h\u0131zl\u0131 kurulum, yineleme ve somutla\u015ft\u0131rma sa\u011flar. Yerle\u015fik motor, prototip verilerin nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 analiz eder ve \u00fcretim i\u00e7in otomatik veritaban\u0131 indeksleme gibi depolama \u00f6nerilerinde bulunur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u015eirketler daha ak\u0131ll\u0131ca kararlar almak, m\u00fc\u015fterileri memnun etmek ve rekabetin \u00fcstesinden gelmek i\u00e7in veri varl\u0131klar\u0131n\u0131 daha iyi kullanmal\u0131d\u0131r.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">Geli\u015ftirme operasyonlar\u0131nda kullan\u0131l\u0131r<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ekipler, m\u00fc\u015fterilerin uygulamalarla etkile\u015fim bi\u00e7imini de\u011fi\u015ftirmek i\u00e7in uygulama geli\u015ftirme s\u00fcrecinde veri d\u0131\u015f\u0131ndaki her \u015feyi \u00e7o\u011funlukla otomatikle\u015ftiriyor. Veri sanalla\u015ft\u0131rma, bu ekiplerin \u00fcretim i\u00e7in yeterince iyi olan verilere ba\u011flanmas\u0131n\u0131, bunlara ula\u015fmas\u0131n\u0131 ve bunlar\u0131 kullanmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Geli\u015ftirme ekiplerinin veri da\u011f\u0131t\u0131m\u0131 ve y\u00f6netimi s\u0131n\u0131rlamalar\u0131n\u0131 ortadan kald\u0131rmas\u0131na ve geli\u015ftiriciler ve test uzmanlar\u0131 i\u00e7in verilerin kopyalar\u0131n\u0131 hesaplamak ve olu\u015fturmak i\u00e7in gereken kaynaklar\u0131 azaltmas\u0131na yard\u0131mc\u0131 olur.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">B\u00fcy\u00fck veri setleri \u00fczerinde analitik<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, \u00f6zellikle \u00e7e\u015fitli veri kaynaklar\u0131na dayanan b\u00fcy\u00fck veri ve analitik ihtiya\u00e7lar\u0131 i\u00e7in \u00e7ok uygundur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">E-posta, sosyal medya ve cep telefonu kullan\u0131m\u0131, Oracle gibi geleneksel bir veritaban\u0131n\u0131n kapsam\u0131n\u0131n \u00f6tesine ge\u00e7en b\u00fcy\u00fck verilerin topland\u0131\u011f\u0131 yerlerden sadece birka\u00e7 \u00f6rnektir. Bu y\u00fczden bu kadar geni\u015f bir metodoloji yelpazesiyle \u00e7al\u0131\u015f\u0131r.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri sanalla\u015ft\u0131rma, ayr\u0131 platformlarda bulunan verilerle \u00e7al\u0131\u015fmak i\u00e7in m\u00fckemmel bir y\u00f6ntemdir. Kullan\u0131c\u0131lar\u0131n\u0131z i\u00e7in i\u015f dostu ve iyi tasarlanm\u0131\u015f veri ekranlar\u0131na ihtiya\u00e7 duydu\u011funuzda iyi bir i\u015f plan\u0131 yapar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u0131zl\u0131 bir \u015fekilde en g\u00fcncel bilgilere ula\u015fman\u0131za ve \u00e7ok say\u0131da kaynaktan gelen verileri birle\u015ftirmenize yard\u0131mc\u0131 olur. BT, m\u00fc\u015fteri gereksinimleri de\u011fi\u015ftik\u00e7e yeni bir veri setini h\u0131zla da\u011f\u0131tabilir ve tekrarlayabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro&#8217;da, ara\u015ft\u0131rmac\u0131lara anket yaz\u0131l\u0131m\u0131m\u0131z gibi veri toplama ara\u00e7lar\u0131 ve herhangi bir geni\u015fletilmi\u015f ara\u015ft\u0131rma projesine uygulanabilecek bir i\u00e7g\u00f6r\u00fc k\u00fct\u00fcphanesi sa\u011fl\u0131yoruz. Bir tan\u0131t\u0131m g\u00f6rmek veya daha fazla bilgi edinmek i\u00e7in Insight Hub&#8217;\u0131 ziyaret etmelisiniz.<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><br \/>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>\u00dcCRETS\u0130Z DENEME<\/button><br \/>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00fcm i\u015fletmeler, h\u0131zl\u0131 i\u015f kararlar\u0131 almak ve m\u00fc\u015fterilere daha h\u0131zl\u0131 hizmet vermek i\u00e7in ger\u00e7ek zamanl\u0131 verilere ihtiya\u00e7 duyar. Bu veriler [&hellip;]<\/p>\n","protected":false},"author":51,"featured_media":721437,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1118],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Sanalla\u015ft\u0131rma: Nedir, Art\u0131lar\u0131 ve Eksileri | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri sanalla\u015ft\u0131rma, bir\u00e7ok kaynaktan gelen verileri ta\u015f\u0131madan entegre eder. Bir i\u015fletmeye fayda sa\u011flayabilir. 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