{"id":2816,"date":"2025-03-25T16:27:00","date_gmt":"2025-03-25T13:27:00","guid":{"rendered":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/03\/25\/keda-kubernetes-gelismis-olay-gudumlu-otomatik-olceklendirme\/"},"modified":"2026-02-10T17:52:11","modified_gmt":"2026-02-10T14:52:11","slug":"keda-kubernetes-gelismis-olay-gudumlu-otomatik-olceklendirme","status":"publish","type":"post","link":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/03\/25\/keda-kubernetes-gelismis-olay-gudumlu-otomatik-olceklendirme\/","title":{"rendered":"KEDA ile Kubernetes&#8217;te Geli\u015fmi\u015f Olay G\u00fcd\u00fcml\u00fc Otomatik \u00d6l\u00e7eklendirme Stratejileri"},"content":{"rendered":"<p class=\"bircloud-reading-time\">\ud83d\udcd6 <strong>6 dakika<\/strong> okuma s\u00fcresi<\/p>\n<div class=\"bircloud-toc\">\n<h2>\ud83d\udccb \u0130\u00e7indekiler<\/h2>\n<ul>\n<li><a href=\"#section-1\">Giri\u015f<\/a><\/li>\n<li><a href=\"#section-2\">KEDA Nedir?<\/a><\/li>\n<li><a href=\"#section-3\">KEDA&#8217;n\u0131n Avantajlar\u0131<\/a><\/li>\n<li><a href=\"#section-4\">Kullan\u0131m Senaryolar\u0131<\/a><\/li>\n<li><a href=\"#section-5\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-6\">1. Helm ile Kurulum<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-7\">2. ScaledObject Tan\u0131mlama<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-8\">3. Uygulama Da\u011f\u0131t\u0131m\u0131<\/a><\/li>\n<li><a href=\"#section-9\">BirCloud Perspektifi<\/a><\/li>\n<li><a href=\"#section-10\">Sonu\u00e7<\/a><\/li>\n<\/ul>\n<\/div>\n<h2 id=\"section-1\">Giri\u015f<\/h2>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn dinamik bulut ortamlar\u0131nda, uygulamalar\u0131n de\u011fi\u015fen i\u015f y\u00fcklerine h\u0131zl\u0131 ve verimli bir \u015fekilde uyum sa\u011flamas\u0131 kritik \u00f6neme sahiptir. Kubernetes, konteyner orkestrasyonu i\u00e7in end\u00fcstri standard\u0131 haline gelmi\u015f olsa da, yerle\u015fik otomatik \u00f6l\u00e7eklendirme yetenekleri her zaman yeterli olmayabilir. \u0130\u015fte tam bu noktada KEDA (Kubernetes Event-driven Autoscaling) devreye giriyor. KEDA, Kubernetes uygulamalar\u0131n\u0131z\u0131n olay g\u00fcd\u00fcml\u00fc bir \u015fekilde otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flayarak, kaynak kullan\u0131m\u0131n\u0131 optimize etmenize, maliyetleri d\u00fc\u015f\u00fcrmenize ve genel sistem performans\u0131n\u0131 art\u0131rman\u0131za olanak tan\u0131r.<\/p>\n<p>Bu yaz\u0131da, KEDA&#8217;n\u0131n ne oldu\u011funu, nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131, avantajlar\u0131n\u0131, kullan\u0131m senaryolar\u0131n\u0131 ve Kubernetes ortam\u0131n\u0131za nas\u0131l entegre edebilece\u011finizi detayl\u0131 bir \u015fekilde inceleyece\u011fiz. Ayr\u0131ca, BirCloud&#8217;un KEDA konusundaki uzmanl\u0131\u011f\u0131n\u0131 ve sundu\u011fu \u00e7\u00f6z\u00fcmleri de ele alaca\u011f\u0131z.<\/p>\n<h2 id=\"section-2\">KEDA Nedir?<\/h2>\n<p>KEDA, Kubernetes \u00fczerinde \u00e7al\u0131\u015fan uygulamalar\u0131n olay g\u00fcd\u00fcml\u00fc (event-driven) bir \u015fekilde otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flayan a\u00e7\u0131k kaynakl\u0131 bir projedir. Geleneksel Kubernetes Horizontal Pod Autoscaler (HPA) gibi metrik tabanl\u0131 \u00f6l\u00e7eklendirme y\u00f6ntemlerinin aksine, KEDA, \u00e7e\u015fitli olay kaynaklar\u0131ndan (event sources) gelen metrikleri kullanarak \u00f6l\u00e7eklendirme kararlar\u0131 al\u0131r. Bu olay kaynaklar\u0131 aras\u0131nda mesaj kuyruklar\u0131 (Kafka, RabbitMQ), veritabanlar\u0131 (Redis, MySQL), bulut hizmetleri (Azure Event Hubs, AWS SQS) ve \u00f6zel metrik sa\u011flay\u0131c\u0131lar yer alabilir.<\/p>\n<p>KEDA, Kubernetes k\u00fcmenize kurulan bir operat\u00f6r olarak \u00e7al\u0131\u015f\u0131r. Bu operat\u00f6r, tan\u0131mlad\u0131\u011f\u0131n\u0131z \u00f6l\u00e7eklendirme kurallar\u0131na (ScaledObject) g\u00f6re uygulamalar\u0131n\u0131z\u0131n pod say\u0131s\u0131n\u0131 otomatik olarak ayarlar. Uygulama y\u00fck\u00fc artt\u0131\u011f\u0131nda pod say\u0131s\u0131n\u0131 art\u0131r\u0131r, y\u00fck azald\u0131\u011f\u0131nda ise pod say\u0131s\u0131n\u0131 azalt\u0131r, hatta gerekti\u011finde s\u0131f\u0131ra kadar indirebilir. Bu sayede, kaynaklar\u0131n\u0131z\u0131 yaln\u0131zca ihtiya\u00e7 duyuldu\u011funda kullanarak \u00f6nemli \u00f6l\u00e7\u00fcde maliyet tasarrufu sa\u011flayabilirsiniz.<\/p>\n<h2 id=\"section-3\">KEDA&#8217;n\u0131n Avantajlar\u0131<\/h2>\n<ul>\n<li><b>Olay G\u00fcd\u00fcml\u00fc \u00d6l\u00e7eklendirme:<\/b> Uygulamalar\u0131n\u0131z\u0131n ger\u00e7ek zamanl\u0131 olaylara tepki vermesini sa\u011flar, bu da performans\u0131 ve kullan\u0131c\u0131 deneyimini iyile\u015ftirir.<\/li>\n<li><b>Otomatik \u00d6l\u00e7eklendirme:<\/b> Manuel m\u00fcdahale olmadan, uygulamalar\u0131n\u0131z\u0131n i\u015f y\u00fck\u00fcne g\u00f6re otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flar.<\/li>\n<li><b>Maliyet Optimizasyonu:<\/b> Kaynaklar\u0131n\u0131z\u0131 yaln\u0131zca ihtiya\u00e7 duyuldu\u011funda kullanarak maliyetleri d\u00fc\u015f\u00fcr\u00fcr. Uygulama bo\u015fta kald\u0131\u011f\u0131nda pod say\u0131s\u0131n\u0131 s\u0131f\u0131ra indirebilir.<\/li>\n<li><b>Geni\u015f Olay Kayna\u011f\u0131 Deste\u011fi:<\/b> Kafka, RabbitMQ, Redis, Azure Event Hubs, AWS SQS gibi bir\u00e7ok farkl\u0131 olay kayna\u011f\u0131n\u0131 destekler.<\/li>\n<li><b>Kolay Entegrasyon:<\/b> Kubernetes ortam\u0131n\u0131za kolayca entegre edilebilir ve mevcut uygulamalar\u0131n\u0131zla uyumlu \u00e7al\u0131\u015f\u0131r.<\/li>\n<li><b>A\u00e7\u0131k Kaynak:<\/b> A\u00e7\u0131k kaynakl\u0131 bir proje olmas\u0131, topluluk deste\u011fi ve s\u00fcrekli geli\u015fim anlam\u0131na gelir.<\/li>\n<\/ul>\n<h2 id=\"section-4\">Kullan\u0131m Senaryolar\u0131<\/h2>\n<p>KEDA, \u00e7e\u015fitli kullan\u0131m senaryolar\u0131nda b\u00fcy\u00fck fayda sa\u011flayabilir. \u0130\u015fte baz\u0131 \u00f6rnekler:<\/p>\n<ul>\n<li><b>Mesaj Kuyru\u011fu \u0130\u015fleme:<\/b> Kafka veya RabbitMQ gibi mesaj kuyruklar\u0131ndan gelen mesajlar\u0131 i\u015fleyen uygulamalar, KEDA ile kuyruktaki mesaj say\u0131s\u0131na g\u00f6re otomatik olarak \u00f6l\u00e7eklenebilir.<\/li>\n<li><b>Veritaban\u0131 \u0130\u015flemleri:<\/b> Veritaban\u0131na gelen sorgu say\u0131s\u0131na g\u00f6re uygulamalar \u00f6l\u00e7eklenebilir. \u00d6rne\u011fin, yo\u011fun bir kampanya d\u00f6neminde veritaban\u0131 y\u00fck\u00fc artt\u0131\u011f\u0131nda, KEDA otomatik olarak uygulama pod say\u0131s\u0131n\u0131 art\u0131rabilir.<\/li>\n<li><b>Zamanlanm\u0131\u015f G\u00f6revler:<\/b> Belirli zamanlarda \u00e7al\u0131\u015fan g\u00f6revler (cron jobs) i\u00e7in, KEDA ile g\u00f6revlerin ba\u015flang\u0131c\u0131nda uygulama pod say\u0131s\u0131n\u0131 art\u0131rabilir, g\u00f6revler tamamland\u0131\u011f\u0131nda ise azaltabilirsiniz.<\/li>\n<li><b>IoT Uygulamalar\u0131:<\/b> IoT cihazlar\u0131ndan gelen veri ak\u0131\u015f\u0131n\u0131 i\u015fleyen uygulamalar, KEDA ile veri hacmine g\u00f6re \u00f6l\u00e7eklenebilir.<\/li>\n<li><b>Web Uygulamalar\u0131:<\/b> KEDA, \u00f6zel metrik sa\u011flay\u0131c\u0131lar arac\u0131l\u0131\u011f\u0131yla web uygulamalar\u0131n\u0131n trafik y\u00fck\u00fcne g\u00f6re \u00f6l\u00e7eklenmesini sa\u011flayabilir.  <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/11\/13\/prometheus-proaktif-izleme-anomali-tespiti\/\">Prometheus ile Proaktif \u0130zleme<\/a>  yaparak KEDA&#8217;y\u0131 daha etkin kullanabilirsiniz.<\/li>\n<\/ul>\n<h2 id=\"section-5\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/h2>\n<p>KEDA&#8217;y\u0131 Kubernetes k\u00fcmenize kurmak olduk\u00e7a basittir. A\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izleyerek KEDA&#8217;y\u0131 kolayca kurabilirsiniz:<\/p>\n<h3 id=\"section-6\">1. Helm ile Kurulum<\/h3>\n<p>KEDA&#8217;y\u0131 kurman\u0131n en kolay yolu Helm kullanmakt\u0131r. Helm, Kubernetes i\u00e7in bir paket y\u00f6neticisidir. E\u011fer Helm kurulu de\u011filse, \u00f6ncelikle Helm&#8217;i kurman\u0131z gerekmektedir.<\/p>\n<pre><code class=\"language-bash\">\nhelm repo add kedacore https:\/\/kedacore.github.io\/charts\nhelm repo update\nhelm install keda kedacore\/keda --namespace keda --create-namespace\n<\/code><\/pre>\n<p>Bu komutlar, KEDA&#8217;y\u0131 `keda` namespace&#8217;ine kuracakt\u0131r. Kurulum tamamland\u0131ktan sonra, KEDA pod&#8217;lar\u0131n\u0131n \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 do\u011frulayabilirsiniz:<\/p>\n<pre><code class=\"language-bash\">\nkubectl get pods -n keda\n<\/code><\/pre>\n<h3 id=\"section-7\">2. ScaledObject Tan\u0131mlama<\/h3>\n<p>KEDA&#8217;y\u0131 kurduktan sonra, uygulamalar\u0131n\u0131z\u0131n nas\u0131l \u00f6l\u00e7eklenece\u011fini tan\u0131mlamak i\u00e7in `ScaledObject` kaynaklar\u0131n\u0131 olu\u015fturman\u0131z gerekir. `ScaledObject`, KEDA&#8217;n\u0131n hangi olay kayna\u011f\u0131n\u0131 izleyece\u011fini ve \u00f6l\u00e7eklendirme kurallar\u0131n\u0131 belirtir.<\/p>\n<p>\u00d6rne\u011fin, bir Kafka konusundaki mesaj say\u0131s\u0131na g\u00f6re bir uygulamay\u0131 \u00f6l\u00e7eklendirmek i\u00e7in a\u015fa\u011f\u0131daki gibi bir `ScaledObject` tan\u0131mlayabilirsiniz:<\/p>\n<pre><code class=\"language-yaml\">\napiVersion: keda.sh\/v1alpha1\nkind: ScaledObject\nmetadata:\n  name: kafka-scaledobject\n  namespace: default\nspec:\n  scaleTargetRef:\n    apiVersion: apps\/v1\n    kind: Deployment\n    name: my-kafka-app\n  triggers:\n  - type: kafka\n    metadata:\n      bootstrapServers: my-kafka-brokers:9092\n      topic: my-topic\n      consumerGroup: my-group\n      lagThreshold: \"10\"\n<\/code><\/pre>\n<p>Bu `ScaledObject`, `my-kafka-app` isimli Deployment&#8217;\u0131 \u00f6l\u00e7eklendirecektir. `kafka` tetikleyicisi, `my-kafka-brokers:9092` adresindeki Kafka broker&#8217;lar\u0131na ba\u011flanacak ve `my-topic` konusundaki mesajlar\u0131 izleyecektir. E\u011fer konu \u00fczerindeki gecikme (lag) 10&#8217;u a\u015farsa, KEDA uygulama pod say\u0131s\u0131n\u0131 art\u0131racakt\u0131r.<\/p>\n<h3 id=\"section-8\">3. Uygulama Da\u011f\u0131t\u0131m\u0131<\/h3>\n<p>`ScaledObject` tan\u0131mlad\u0131ktan sonra, uygulaman\u0131z\u0131 Kubernetes&#8217;e da\u011f\u0131tabilirsiniz. KEDA, uygulaman\u0131z\u0131n pod say\u0131s\u0131n\u0131 otomatik olarak ayarlayacakt\u0131r.<\/p>\n<h2 id=\"section-9\">BirCloud Perspektifi<\/h2>\n<p>BirCloud olarak, bulut bili\u015fim \u00e7\u00f6z\u00fcmleri konusundaki uzmanl\u0131\u011f\u0131m\u0131zla, m\u00fc\u015fterilerimize KEDA&#8217;n\u0131n t\u00fcm potansiyelinden yararlanmalar\u0131nda yard\u0131mc\u0131 oluyoruz. KEDA&#8217;n\u0131n kurulumu, yap\u0131land\u0131r\u0131lmas\u0131 ve y\u00f6netimi konusunda dan\u0131\u015fmanl\u0131k hizmetleri sunuyor, m\u00fc\u015fterilerimizin ihtiya\u00e7lar\u0131na \u00f6zel \u00e7\u00f6z\u00fcmler geli\u015ftiriyoruz.  <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/07\/16\/bulut-teknolojisi-isletmeniz-icin-donusum\/\">Bulut Teknolojisi<\/a>  ile i\u015f d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fczde BirCloud olarak yan\u0131n\u0131zday\u0131z.<\/p>\n<p>Ayr\u0131ca, KEDA&#8217;y\u0131 di\u011fer bulut native teknolojilerle (\u00f6rne\u011fin,  <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/02\/argo-cd-gitops-surekli-teslim-uygulama-senkronizasyonu\/\">Argo CD ile GitOps Tabanl\u0131 S\u00fcrekli Teslim<\/a>) entegre ederek, m\u00fc\u015fterilerimizin s\u00fcrekli teslimat s\u00fcre\u00e7lerini otomatikle\u015ftirmelerine ve daha h\u0131zl\u0131, g\u00fcvenilir ve verimli bir \u015fekilde yaz\u0131l\u0131m geli\u015ftirmelerine yard\u0131mc\u0131 oluyoruz. <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/06\/20\/zabbix-monitoring-cozumleri\/\">Zabbix Monitoring \u00c7\u00f6z\u00fcmleri<\/a> ile KEDA&#8217;n\u0131n performans\u0131n\u0131 s\u00fcrekli izleyerek olas\u0131 sorunlar\u0131 \u00f6nceden tespit edebilir ve \u00e7\u00f6zebilirsiniz.<\/p>\n<h2 id=\"section-10\">Sonu\u00e7<\/h2>\n<p>KEDA, Kubernetes&#8217;te olay g\u00fcd\u00fcml\u00fc otomatik \u00f6l\u00e7eklendirme i\u00e7in g\u00fc\u00e7l\u00fc ve esnek bir \u00e7\u00f6z\u00fcmd\u00fcr. Uygulamalar\u0131n\u0131z\u0131n de\u011fi\u015fen i\u015f y\u00fcklerine h\u0131zl\u0131 ve verimli bir \u015fekilde uyum sa\u011flamas\u0131n\u0131, kaynak kullan\u0131m\u0131n\u0131 optimize etmenizi ve maliyetleri d\u00fc\u015f\u00fcrmenizi sa\u011flar. BirCloud olarak, KEDA konusundaki uzmanl\u0131\u011f\u0131m\u0131zla, m\u00fc\u015fterilerimize bu teknolojinin t\u00fcm avantajlar\u0131ndan yararlanmalar\u0131nda yard\u0131mc\u0131 olmaktan mutluluk duyuyoruz.<\/p>\n<p>E\u011fer Kubernetes ortam\u0131n\u0131zda olay g\u00fcd\u00fcml\u00fc otomatik \u00f6l\u00e7eklendirme \u00e7\u00f6z\u00fcmleri ar\u0131yorsan\u0131z, KEDA&#8217;y\u0131 mutlaka de\u011ferlendirmenizi \u00f6neririz. BirCloud ile ileti\u015fime ge\u00e7erek, KEDA ve di\u011fer bulut native teknolojiler hakk\u0131nda daha fazla bilgi alabilir, ihtiya\u00e7lar\u0131n\u0131za \u00f6zel \u00e7\u00f6z\u00fcmler geli\u015ftirebilirsiniz.<\/p>\n<div class=\"bircloud-faq\">\n<h2>\u2753 S\u0131k Sorulan Sorular<\/h2>\n<div class=\"faq-item\">\n<h3>KEDA nedir ve ne i\u015fe yarar?<\/h3>\n<p>KEDA, Kubernetes \u00fczerinde \u00e7al\u0131\u015fan uygulamalar\u0131n olay g\u00fcd\u00fcml\u00fc bir \u015fekilde otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flayan a\u00e7\u0131k kaynakl\u0131 bir projedir. \u00c7e\u015fitli olay kaynaklar\u0131ndan gelen metrikleri kullanarak \u00f6l\u00e7eklendirme kararlar\u0131 al\u0131r.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA&#039;n\u0131n avantajlar\u0131 nelerdir?<\/h3>\n<p>KEDA&#039;n\u0131n avantajlar\u0131 aras\u0131nda olay g\u00fcd\u00fcml\u00fc \u00f6l\u00e7eklendirme, otomatik \u00f6l\u00e7eklendirme, maliyet optimizasyonu, geni\u015f olay kayna\u011f\u0131 deste\u011fi ve kolay entegrasyon bulunur.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA hangi olay kaynaklar\u0131n\u0131 destekler?<\/h3>\n<p>KEDA, Kafka, RabbitMQ, Redis, Azure Event Hubs, AWS SQS gibi bir\u00e7ok farkl\u0131 olay kayna\u011f\u0131n\u0131 destekler.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA nas\u0131l kurulur?<\/h3>\n<p>KEDA, Helm kullan\u0131larak kolayca kurulabilir. Helm, Kubernetes i\u00e7in bir paket y\u00f6neticisidir. Helm ile KEDA&#039;y\u0131 kurmak i\u00e7in gerekli komutlar d\u00f6k\u00fcmantasyonda mevcuttur.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>BirCloud KEDA konusunda nas\u0131l yard\u0131mc\u0131 olabilir?<\/h3>\n<p>BirCloud, KEDA&#039;n\u0131n kurulumu, yap\u0131land\u0131r\u0131lmas\u0131 ve y\u00f6netimi konusunda dan\u0131\u015fmanl\u0131k hizmetleri sunar. M\u00fc\u015fterilerin ihtiya\u00e7lar\u0131na \u00f6zel \u00e7\u00f6z\u00fcmler geli\u015ftirir ve KEDA&#039;y\u0131 di\u011fer bulut native teknolojilerle entegre ederek s\u00fcrekli teslimat s\u00fcre\u00e7lerini iyile\u015ftirir.<\/p>\n<\/div>\n<\/div>\n<div class=\"bircloud-related-posts\">\n<h2>\ud83d\udcda \u0130lgili Yaz\u0131lar<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/05\/03\/kubernetes-ebpf-gelismis-ag-izleme-guvenlik\/\">Kubernetes A\u011f G\u00fcvenli\u011finde Yeni Bir Boyut: eBPF ile Geli\u015fmi\u015f \u0130zleme ve Koruma<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/01\/04\/kubernetes-ebpf-ag-izleme-guvenlik\/\">Kubernetes&#039;te eBPF ile Geli\u015fmi\u015f A\u011f \u0130zleme ve G\u00fcvenli\u011fi Sa\u011flama<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/02\/22\/prometheus-operator-kubernetes-otomatik-izleme\/\">Prometheus Operator ile Kubernetes&#039;te Otomatik \u0130zleme ve Uyar\u0131 Y\u00f6netimi<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/07\/11\/keda-kubernetes-event-driven-uygulama-olceklendirme\/\">KEDA ile Kubernetes&#039;te Olay G\u00fcd\u00fcml\u00fc (Event-Driven) Uygulama \u00d6l\u00e7eklendirme<\/a><\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>KEDA ile Kubernetes&#8217;te olay g\u00fcd\u00fcml\u00fc otomatik \u00f6l\u00e7eklendirme stratejilerini derinlemesine inceleyin. Performans\u0131 optimize edin, maliyetleri d\u00fc\u015f\u00fcr\u00fcn ve uygulama esnekli\u011fini art\u0131r\u0131n.<\/p>\n","protected":false},"author":1,"featured_media":2815,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[160],"tags":[165,272,155,281,280],"class_list":["post-2816","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bulut-bilisim","tag-bulut-bilisim","tag-keda","tag-kubernetes","tag-olay-gudumlu","tag-otomatik-olceklendirme"],"_links":{"self":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2816","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/comments?post=2816"}],"version-history":[{"count":1,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2816\/revisions"}],"predecessor-version":[{"id":2817,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2816\/revisions\/2817"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media\/2815"}],"wp:attachment":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media?parent=2816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/categories?post=2816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/tags?post=2816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}