{"id":16974,"date":"2025-04-02T16:00:14","date_gmt":"2025-04-02T13:00:14","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/"},"modified":"2025-04-02T16:00:14","modified_gmt":"2025-04-02T13:00:14","slug":"postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/","title":{"rendered":"PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti"},"content":{"rendered":"<p><body><\/p>\n<p>PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti<\/p>\n<p>G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her ge\u00e7en g\u00fcn art\u0131yor. Bu b\u00fcy\u00fck veri hacmini y\u00f6netmek ve depolama maliyetlerini kontrol alt\u0131nda tutmak, bir\u00e7ok \u015firket i\u00e7in b\u00fcy\u00fck bir zorluk olu\u015fturuyor.  Bu makalede, PostgreSQL veritaban\u0131 y\u00f6netim sistemini kullanarak g\u00fcnl\u00fck 10 milyon IoT veri noktas\u0131n\u0131 %50 daha d\u00fc\u015f\u00fck depolama maliyetiyle nas\u0131l y\u00f6netebilece\u011finizi ele alaca\u011f\u0131z.  \u00d6ncelikle,  problem \u00e7\u00f6z\u00fcm\u00fcnde ele al\u0131nmas\u0131 gereken noktalar\u0131 inceleyelim. Ard\u0131ndan, bu zorlu\u011fu a\u015fmak i\u00e7in uygulayabilece\u011finiz \u00e7\u00f6z\u00fcmleri ve bu \u00e7\u00f6z\u00fcmlerin avantajlar\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak inceleyece\u011fiz.<\/p>\n<p>\u0130lk olarak,  verinin do\u011fas\u0131n\u0131 anlamak \u00e7ok \u00f6nemlidir. IoT verileri genellikle zaman serileri verileridir ve bu nedenle \u00f6zel bir yakla\u015f\u0131m gerektirir.  Bu t\u00fcr veriler b\u00fcy\u00fck hacimli ve genellikle s\u0131k\u0131\u015ft\u0131r\u0131labilirdir.  Bunu g\u00f6z \u00f6n\u00fcnde bulundurarak,  verimli bir \u00e7\u00f6z\u00fcm i\u00e7in veritaban\u0131 se\u00e7imine dikkat etmeliyiz.  Bu noktada,  PostgreSQL&#8217;in sundu\u011fu esneklik ve geni\u015fletilebilirlik \u00f6ne \u00e7\u0131k\u0131yor. \u00d6zellikle, TimescaleDB gibi PostgreSQL uzant\u0131lar\u0131, zaman serisi verilerinin y\u00f6netiminde \u00fcst\u00fcn performans ve verimlilik sa\u011fl\u0131yor. <\/p>\n<p>TimescaleDB, PostgreSQL&#8217;in \u00fczerine kurulu bir a\u00e7\u0131k kaynakl\u0131 uzant\u0131d\u0131r. Bu uzant\u0131, zaman serisi verilerinin etkin bir \u015fekilde indekslenmesi, saklanmas\u0131 ve sorgulanmas\u0131 i\u00e7in optimize edilmi\u015ftir.  Sonu\u00e7 olarak, b\u00fcy\u00fck \u00f6l\u00e7ekli IoT veri setlerinde \u00f6nemli performans art\u0131\u015flar\u0131 ve depolama maliyetlerinde d\u00fc\u015f\u00fc\u015fler elde edebiliriz.  \u00d6rne\u011fin,  bir \u00e7al\u0131\u015fmada,  TimescaleDB&#8217;nin g\u00fcnl\u00fck 10 milyon IoT veri noktas\u0131n\u0131 %50 daha d\u00fc\u015f\u00fck depolama maliyetiyle y\u00f6netti\u011fi g\u00f6sterilmi\u015ftir.  Bu,  i\u015fletmeler i\u00e7in \u00f6nemli bir maliyet avantaj\u0131 sa\u011flamaktad\u0131r.<\/p>\n<p><strong>Peki, TimescaleDB bu avantaj\u0131 nas\u0131l sa\u011fl\u0131yor?<\/strong>  \u00d6ncelikle,  veri s\u0131k\u0131\u015ft\u0131rmas\u0131 ve veri par\u00e7alama gibi teknikleri kullanarak depolama alan\u0131n\u0131 azalt\u0131yor.  \u0130kinci olarak,  veri indekslemesi ve sorgu optimizasyonu ile veri eri\u015fimini h\u0131zland\u0131r\u0131yor.  Bu sayede,  hem depolama maliyetleri d\u00fc\u015f\u00fcyor hem de uygulama performans\u0131 art\u0131yor.  Ayr\u0131ca, TimescaleDB&#8217;nin \u00f6l\u00e7eklenebilir mimarisi, veri hacmindeki art\u0131\u015flara kolayca uyum sa\u011flamay\u0131 m\u00fcmk\u00fcn k\u0131l\u0131yor.<\/p>\n<p><strong>Uygulamada,  TimescaleDB&#8217;yi kullanmaya ba\u015flamak olduk\u00e7a basittir.<\/strong>  Mevcut PostgreSQL kurulumunuza TimescaleDB uzant\u0131s\u0131n\u0131 ekleyerek ba\u015flay\u0131n. Daha sonra, verilerinizi TimescaleDB&#8217;nin sa\u011flad\u0131\u011f\u0131 optimize edilmi\u015f tablo yap\u0131lar\u0131n\u0131 kullanarak y\u00fckleyebilirsiniz.  Son olarak,  verileri sorgulamak ve analiz etmek i\u00e7in TimescaleDB&#8217;nin sundu\u011fu g\u00fc\u00e7l\u00fc SQL fonksiyonlar\u0131n\u0131 kullanabilirsiniz. Daha fazla bilgi i\u00e7in, <a href=\"https:\/\/timescale.com\/\">TimescaleDB resmi web sitesini<\/a> ziyaret edebilirsiniz.  Ayr\u0131ca,  daha detayl\u0131 teknik bilgi i\u00e7in,  orijinal makaleye <a href=\"https:\/\/dev.to\/timescale\/10m-iot-data-points-daily-at-50-lower-storage-costs-using-postgresql-m9d\">buradan<\/a> ula\u015fabilirsiniz.<\/p>\n<p>Sonu\u00e7 olarak,  PostgreSQL ve TimescaleDB,  b\u00fcy\u00fck \u00f6l\u00e7ekli IoT veri y\u00f6netiminde maliyet etkin ve y\u00fcksek performansl\u0131 bir \u00e7\u00f6z\u00fcm sunuyor.  Bu yakla\u015f\u0131m,  i\u015fletmelerin veri depolama maliyetlerini \u00f6nemli \u00f6l\u00e7\u00fcde azaltmalar\u0131na ve de\u011ferli verilerinden daha fazla yararlanmalar\u0131na olanak tan\u0131yor.  Bu y\u00f6ntemleri benimseyerek,  i\u015fletmeniz rekabet avantaj\u0131 kazanabilir ve gelecekteki b\u00fcy\u00fcmeniz i\u00e7in sa\u011flam bir altyap\u0131 olu\u015fturabilirsiniz.  Daha fazla bilgi i\u00e7in,  kendi web sitemi <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n<p>#Etiketler<br \/>\nIoT, PostgreSQL, TimescaleDB, Veri Depolama, Maliyet Optimizasyonu, B\u00fcy\u00fck Veri, Zaman Serisi Verileri, Veritaban\u0131, Veri Y\u00f6netimi<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her&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-16974","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>PostgreSQL ile IoT Verilerinde Daha D\u00fc\u015f\u00fck Depolama Maliyeti<\/title>\n<meta name=\"description\" content=\"G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her ge\u00e7en g\u00fcn art\u0131yor. Bu b\u00fcy\u00fck veri hacmini y\u00f6netmek ve depolama maliyetlerini kontrol alt\u0131nda tutmak, bir\u00e7ok \u015firket i\u00e7in b\u00fcy\u00fck bir zorluk olu\u015fturuyor. Bu makalede, PostgreSQL veritaban\u0131 y\u00f6netim sistemini kullanarak g\u00fcnl\u00fck 10 milyon IoT veri noktas\u0131n\u0131 daha d\u00fc\u015f\u00fck depolama maliyetiyle nas\u0131l y\u00f6netebilece\u011finizi ele alaca\u011f\u0131z. \u00d6ncelikle, problem \u00e7\u00f6z\u00fcm\u00fcnde ele al\u0131nmas\u0131 gereken noktalar\u0131 inceleyelim. Ard\u0131ndan, bu zorlu\u011fu a\u015fmak i\u00e7in uygulayabilece\u011finiz \u00e7\u00f6z\u00fcmleri ve bu \u00e7\u00f6z\u00fcmlerin avantajlar\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak inceleyece\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\/postgresql-ile-iot-verilerinde-P-daha-dusuk-depolama-maliyeti\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti\" \/>\n<meta property=\"og:description\" content=\"G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her ge\u00e7en g\u00fcn art\u0131yor. Bu b\u00fcy\u00fck veri hacmini y\u00f6netmek ve depolama maliyetlerini kontrol alt\u0131nda tutmak, bir\u00e7ok \u015firket i\u00e7in b\u00fcy\u00fck bir zorluk olu\u015fturuyor. Bu makalede, PostgreSQL veritaban\u0131 y\u00f6netim sistemini kullanarak g\u00fcnl\u00fck 10 milyon IoT veri noktas\u0131n\u0131 daha d\u00fc\u015f\u00fck depolama maliyetiyle nas\u0131l y\u00f6netebilece\u011finizi ele alaca\u011f\u0131z. \u00d6ncelikle, problem \u00e7\u00f6z\u00fcm\u00fcnde ele al\u0131nmas\u0131 gereken noktalar\u0131 inceleyelim. Ard\u0131ndan, bu zorlu\u011fu a\u015fmak i\u00e7in uygulayabilece\u011finiz \u00e7\u00f6z\u00fcmleri ve bu \u00e7\u00f6z\u00fcmlerin avantajlar\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-P-daha-dusuk-depolama-maliyeti\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-02T13:00:14+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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti\",\"datePublished\":\"2025-04-02T13:00:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/\"},\"wordCount\":554,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/\",\"name\":\"PostgreSQL ile IoT Verilerinde Daha D\u00fc\u015f\u00fck Depolama Maliyeti\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-04-02T13:00:14+00:00\",\"description\":\"G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her ge\u00e7en g\u00fcn art\u0131yor. Bu b\u00fcy\u00fck veri hacmini y\u00f6netmek ve depolama maliyetlerini kontrol alt\u0131nda tutmak, bir\u00e7ok \u015firket i\u00e7in b\u00fcy\u00fck bir zorluk olu\u015fturuyor. Bu makalede, PostgreSQL veritaban\u0131 y\u00f6netim sistemini kullanarak g\u00fcnl\u00fck 10 milyon IoT veri noktas\u0131n\u0131 daha d\u00fc\u015f\u00fck depolama maliyetiyle nas\u0131l y\u00f6netebilece\u011finizi ele alaca\u011f\u0131z. \u00d6ncelikle, problem \u00e7\u00f6z\u00fcm\u00fcnde ele al\u0131nmas\u0131 gereken noktalar\u0131 inceleyelim. Ard\u0131ndan, bu zorlu\u011fu a\u015fmak i\u00e7in uygulayabilece\u011finiz \u00e7\u00f6z\u00fcmleri ve bu \u00e7\u00f6z\u00fcmlerin avantajlar\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak inceleyece\u011fiz.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/postgresql-ile-iot-verilerinde-%50-daha-dusuk-depolama-maliyeti\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"PostgreSQL ile IoT Verilerinde %50 Daha D\u00fc\u015f\u00fck Depolama Maliyeti\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"PostgreSQL ile IoT Verilerinde Daha D\u00fc\u015f\u00fck Depolama Maliyeti","description":"G\u00fcn\u00fcm\u00fczde Nesnelerin \u0130nterneti (IoT) cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131 her ge\u00e7en g\u00fcn art\u0131yor. 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