{"id":2901,"date":"2025-09-13T15:13:00","date_gmt":"2025-09-13T12:13:00","guid":{"rendered":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/13\/kubernetes-keda-dinamik-olceklendirme\/"},"modified":"2026-02-19T17:30:17","modified_gmt":"2026-02-19T14:30:17","slug":"kubernetes-keda-dinamik-olceklendirme","status":"publish","type":"post","link":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/13\/kubernetes-keda-dinamik-olceklendirme\/","title":{"rendered":"Kubernetes&#8217;te KEDA ile Dinamik \u00d6l\u00e7eklendirme: Olay G\u00fcd\u00fcml\u00fc M\u00fckemmelli\u011fe Ula\u015f\u0131n"},"content":{"rendered":"<p class=\"bircloud-reading-time\">\ud83d\udcd6 <strong>7 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 class=\"toc-sub\"><a href=\"#section-3\">KEDA&#8217;n\u0131n Temel Bile\u015fenleri<\/a><\/li>\n<li><a href=\"#section-4\">KEDA&#8217;n\u0131n Avantajlar\u0131<\/a><\/li>\n<li><a href=\"#section-5\">Kullan\u0131m Senaryolar\u0131<\/a><\/li>\n<li><a href=\"#section-6\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-7\">Ad\u0131m 1: KEDA&#8217;y\u0131 Kurulum<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-8\">Ad\u0131m 2: Bir \u00d6rnek Uygulama Olu\u015fturun<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-9\">Ad\u0131m 3: ScaledObject Tan\u0131mlay\u0131n<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-10\">Ad\u0131m 4: ScaledObject&#8217;i Uygulay\u0131n<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-11\">Ad\u0131m 5: \u00d6l\u00e7eklendirmeyi Test Edin<\/a><\/li>\n<li><a href=\"#section-12\">BirCloud Perspektifi<\/a><\/li>\n<li><a href=\"#section-13\">Sonu\u00e7<\/a><\/li>\n<\/ul>\n<\/div>\n<h2 id=\"section-1\">Giri\u015f<\/h2>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn dinamik ve yo\u011fun i\u015f y\u00fcklerine sahip bulut ortamlar\u0131nda, uygulamalar\u0131n performans\u0131 ve maliyet etkinli\u011fi kritik \u00f6neme sahiptir. Kubernetes, konteyner orkestrasyonu i\u00e7in end\u00fcstri standard\u0131 haline gelmi\u015f olsa da, otomatik \u00f6l\u00e7eklendirme konusunda baz\u0131 s\u0131n\u0131rlamalar\u0131 bulunmaktad\u0131r. \u0130\u015fte bu noktada, KEDA (Kubernetes Event-Driven Autoscaling) devreye girerek, Kubernetes&#8217;in yeteneklerini geni\u015fletir ve olay g\u00fcd\u00fcml\u00fc (event-driven) otomatik \u00f6l\u00e7eklendirme imkan\u0131 sunar. Bu yaz\u0131da, KEDA&#8217;n\u0131n ne oldu\u011funu, avantajlar\u0131n\u0131, kullan\u0131m senaryolar\u0131n\u0131 ve nas\u0131l kurulup yap\u0131land\u0131r\u0131laca\u011f\u0131n\u0131 detayl\u0131 bir \u015fekilde inceleyece\u011fiz. Ayr\u0131ca, BirCloud&#8217;un bu alandaki 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, \u00e7e\u015fitli olay kaynaklar\u0131na (event sources) ba\u011fl\u0131 olarak otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flayan a\u00e7\u0131k kaynakl\u0131 bir projedir. Geleneksel Kubernetes Horizontal Pod Autoscaler (HPA), CPU veya bellek kullan\u0131m\u0131 gibi metriklerle \u00e7al\u0131\u015f\u0131rken, KEDA, Kafka kuyruklar\u0131ndaki mesaj say\u0131s\u0131, Azure Service Bus kuyruklar\u0131ndaki ileti say\u0131s\u0131, Prometheus metrikleri gibi d\u0131\u015f olay kaynaklar\u0131ndan gelen verileri kullanarak \u00f6l\u00e7eklendirme yapar. Bu sayede, uygulamalar\u0131n\u0131z\u0131n ger\u00e7ek talebe g\u00f6re dinamik olarak \u00f6l\u00e7eklenmesini ve kaynaklar\u0131n verimli kullan\u0131lmas\u0131n\u0131 sa\u011flar.<\/p>\n<h3 id=\"section-3\">KEDA&#8217;n\u0131n Temel Bile\u015fenleri<\/h3>\n<ul>\n<li><b>Scaler:<\/b> Olay kayna\u011f\u0131na (event source) ba\u011flanarak metrikleri toplayan ve HPA&#8217;ya \u00f6l\u00e7eklendirme i\u00e7in gerekli bilgileri sa\u011flayan bile\u015fendir. KEDA, bir\u00e7ok pop\u00fcler olay kayna\u011f\u0131 i\u00e7in haz\u0131r scaler&#8217;lar sunar (Kafka, RabbitMQ, Azure Event Hubs, vb.) ve \u00f6zel scaler&#8217;lar olu\u015fturman\u0131za da olanak tan\u0131r.<\/li>\n<li><b>Operator:<\/b> Kubernetes k\u00fcmesinde \u00e7al\u0131\u015fan ve KEDA&#8217;n\u0131n \u00f6zel kaynak tan\u0131mlar\u0131n\u0131 (CRD&#8217;ler) y\u00f6neten bile\u015fendir. ScaledObject ve ScaledJob gibi CRD&#8217;ler arac\u0131l\u0131\u011f\u0131yla, hangi uygulaman\u0131n hangi olay kayna\u011f\u0131na g\u00f6re nas\u0131l \u00f6l\u00e7eklenece\u011fini tan\u0131mlars\u0131n\u0131z.<\/li>\n<\/ul>\n<h2 id=\"section-4\">KEDA&#8217;n\u0131n Avantajlar\u0131<\/h2>\n<p>KEDA&#8217;n\u0131n sundu\u011fu avantajlar, Kubernetes ortamlar\u0131nda uygulama \u00f6l\u00e7eklendirmesini daha ak\u0131ll\u0131, verimli ve maliyet etkin hale getirir:<\/p>\n<ul>\n<li><b>Olay G\u00fcd\u00fcml\u00fc \u00d6l\u00e7eklendirme:<\/b> Uygulamalar\u0131n\u0131z, ger\u00e7ek talep \u00fczerine, olay kaynaklar\u0131ndan gelen verilere g\u00f6re \u00f6l\u00e7eklenir. Bu, kaynak israf\u0131n\u0131 \u00f6nler ve performans\u0131 optimize eder.<\/li>\n<li><b>Otomatik \u00d6l\u00e7eklendirme:<\/b> KEDA, uygulama \u00f6l\u00e7eklendirmesini tamamen otomatikle\u015ftirir. \u0130nsan m\u00fcdahalesine gerek kalmadan, uygulamalar\u0131n\u0131z talebe g\u00f6re \u00f6l\u00e7eklenir ve \u00f6l\u00e7e\u011fi d\u00fc\u015f\u00fcr\u00fcl\u00fcr.<\/li>\n<li><b>\u00c7e\u015fitli Olay Kaynaklar\u0131 Deste\u011fi:<\/b> KEDA, \u00e7ok \u00e7e\u015fitli olay kaynaklar\u0131n\u0131 destekler. Kafka, RabbitMQ, Azure Event Hubs, Prometheus, AWS SQS gibi pop\u00fcler olay kaynaklar\u0131na kolayca entegre olabilir ve \u00f6zel scaler&#8217;lar olu\u015fturarak di\u011fer olay kaynaklar\u0131n\u0131 da destekleyebilirsiniz.<\/li>\n<li><b>Maliyet Optimizasyonu:<\/b> KEDA, uygulama trafi\u011fi d\u00fc\u015f\u00fck oldu\u011funda uygulamalar\u0131 s\u0131f\u0131ra (zero) kadar \u00f6l\u00e7eklendirebilir. Bu, kaynak maliyetlerini \u00f6nemli \u00f6l\u00e7\u00fcde azalt\u0131r.<\/li>\n<li><b>Kolay Entegrasyon:<\/b> KEDA, Kubernetes ortamlar\u0131na kolayca entegre edilebilir. Helm chart&#8217;lar\u0131 veya YAML dosyalar\u0131 arac\u0131l\u0131\u011f\u0131yla kolayca kurulabilir ve yap\u0131land\u0131r\u0131labilir.<\/li>\n<\/ul>\n<h2 id=\"section-5\">Kullan\u0131m Senaryolar\u0131<\/h2>\n<p>KEDA, \u00e7e\u015fitli kullan\u0131m senaryolar\u0131nda uygulama \u00f6l\u00e7eklendirmesini optimize etmek i\u00e7in kullan\u0131labilir:<\/p>\n<ul>\n<li><b>Mesaj Kuyru\u011fu \u0130\u015fleme:<\/b> Kafka, RabbitMQ veya Azure Service Bus 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>Zamanlanm\u0131\u015f \u0130\u015fler (Cron Jobs):<\/b> Belirli zaman aral\u0131klar\u0131nda \u00e7al\u0131\u015fan i\u015fler (cron jobs), KEDA ile tetiklenebilir ve i\u015f y\u00fck\u00fcne g\u00f6re \u00f6l\u00e7eklenebilir.<\/li>\n<li><b>Veritaban\u0131 \u0130\u015flemleri:<\/b> Veritaban\u0131 \u00fczerindeki y\u00fck\u00fc izleyerek, KEDA ile veritaban\u0131 i\u015flemlerini ger\u00e7ekle\u015ftiren uygulamalar \u00f6l\u00e7eklenebilir. \u00d6rne\u011fin, <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/12\/24\/tidb-dagitik-olceklenir-htap-veritabani\/\">TiDB<\/a> gibi da\u011f\u0131t\u0131k veritabanlar\u0131 ile KEDA entegrasyonu, performans\u0131 art\u0131rabilir.<\/li>\n<li><b>Veri Ak\u0131\u015f\u0131 \u0130\u015fleme:<\/b> <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/11\/12\/apache-kafka-streams-gercek-zamanli-veri-isleme\/\">Apache Kafka Streams<\/a> gibi veri ak\u0131\u015f\u0131 i\u015fleme platformlar\u0131, KEDA ile entegre edilerek, veri ak\u0131\u015f\u0131ndaki de\u011fi\u015fikliklere g\u00f6re otomatik olarak \u00f6l\u00e7eklenebilir.<\/li>\n<li><b>Olay G\u00fcd\u00fcml\u00fc Sunucusuz (Serverless) Fonksiyonlar:<\/b> KEDA, Knative gibi sunucusuz platformlarla birlikte kullan\u0131larak, olay g\u00fcd\u00fcml\u00fc sunucusuz fonksiyonlar\u0131n \u00f6l\u00e7eklendirilmesini sa\u011flayabilir. <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/10\/28\/webassembly-serverless-bulut-uygulamalari\/\">WebAssembly ile sunucusuz uygulamalar<\/a> geli\u015ftirirken de KEDA&#8217;dan faydalan\u0131labilir.<\/li>\n<\/ul>\n<h2 id=\"section-6\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/h2>\n<p>KEDA&#8217;y\u0131 Kubernetes k\u00fcmenize kurmak ve kullanmaya ba\u015flamak olduk\u00e7a basittir. A\u015fa\u011f\u0131daki ad\u0131mlar\u0131 takip ederek KEDA&#8217;y\u0131 kurabilir ve bir \u00f6rnek uygulama ile test edebilirsiniz:<\/p>\n<h3 id=\"section-7\">Ad\u0131m 1: KEDA&#8217;y\u0131 Kurulum<\/h3>\n<p>KEDA&#8217;y\u0131 kurmak i\u00e7in Helm kullanabilirsiniz. \u00d6ncelikle Helm&#8217;in kurulu oldu\u011fundan emin olun. Ard\u0131ndan a\u015fa\u011f\u0131daki komutlar\u0131 kullanarak KEDA&#8217;y\u0131 kurun:<\/p>\n<pre><code class=\"language-bash\">helm 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 kurar. Kurulum tamamland\u0131ktan sonra, KEDA operator&#8217;\u00fcn\u00fcn \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 do\u011frulay\u0131n:<\/p>\n<pre><code class=\"language-bash\">kubectl get pods -n keda\n<\/code><\/pre>\n<h3 id=\"section-8\">Ad\u0131m 2: Bir \u00d6rnek Uygulama Olu\u015fturun<\/h3>\n<p>KEDA ile \u00f6l\u00e7eklenecek bir \u00f6rnek uygulama olu\u015ftural\u0131m. Bu \u00f6rnekte, bir HTTP endpoint&#8217;ini dinleyen ve gelen istekleri i\u015fleyen basit bir uygulama kullanaca\u011f\u0131z. Uygulaman\u0131n Docker imaj\u0131n\u0131 olu\u015fturun ve bir container registry&#8217;sine (Docker Hub, Azure Container Registry, vb.) y\u00fckleyin.<\/p>\n<h3 id=\"section-9\">Ad\u0131m 3: ScaledObject Tan\u0131mlay\u0131n<\/h3>\n<p>Uygulaman\u0131z\u0131n hangi olay kayna\u011f\u0131na g\u00f6re nas\u0131l \u00f6l\u00e7eklenece\u011fini tan\u0131mlamak i\u00e7in bir ScaledObject olu\u015fturman\u0131z gerekir. A\u015fa\u011f\u0131daki \u00f6rnekte, Prometheus metriklerine g\u00f6re \u00f6l\u00e7eklenen bir ScaledObject \u00f6rne\u011fi verilmi\u015ftir:<\/p>\n<pre><code class=\"language-yaml\">apiVersion: keda.sh\/v1alpha1\nkind: ScaledObject\nmetadata:\n name: prometheus-scaledobject\n namespace: default\nspec:\n scaleTargetRef:\n name: my-application\n replicas:\n min: 0\n max: 10\n scaledObjectPodTemplate:\n spec:\n containers:\n - image: your-docker-image:latest\n name: my-application\n triggers:\n - type: prometheus\n metadata:\n serverAddress: http:\/\/prometheus.default.svc.cluster.local:9090\n metricName: http_requests_total\n threshold: '100'\n query: sum(rate(http_requests_total[1m]))\n<\/code><\/pre>\n<p>Bu ScaledObject, `my-application` adl\u0131 deployment&#8217;\u0131, Prometheus \u00fczerindeki `http_requests_total` metri\u011fine g\u00f6re \u00f6l\u00e7eklendirir. Metrik de\u011feri 100&#8217;\u00fc a\u015ft\u0131\u011f\u0131nda, uygulama otomatik olarak \u00f6l\u00e7eklenir. `min` ve `max` de\u011ferleri, uygulaman\u0131n minimum ve maksimum replica say\u0131s\u0131n\u0131 belirler.<\/p>\n<h3 id=\"section-10\">Ad\u0131m 4: ScaledObject&#8217;i Uygulay\u0131n<\/h3>\n<p>ScaledObject&#8217;i Kubernetes k\u00fcmenize uygulay\u0131n:<\/p>\n<pre><code class=\"language-bash\">kubectl apply -f scaledobject.yaml\n<\/code><\/pre>\n<h3 id=\"section-11\">Ad\u0131m 5: \u00d6l\u00e7eklendirmeyi Test Edin<\/h3>\n<p>Prometheus&#8217;a y\u00fck bindirerek, uygulaman\u0131n otomatik olarak \u00f6l\u00e7eklendi\u011fini g\u00f6zlemleyin. `kubectl get pods` komutu ile pod say\u0131s\u0131n\u0131 takip edebilirsiniz.<\/p>\n<h2 id=\"section-12\">BirCloud Perspektifi<\/h2>\n<p>BirCloud olarak, m\u00fc\u015fterilerimize bulut bili\u015fim \u00e7\u00f6z\u00fcmleri sunarken, KEDA gibi yenilik\u00e7i teknolojileri yak\u0131ndan takip ediyor ve m\u00fc\u015fterilerimizin ihtiya\u00e7lar\u0131na uygun \u00e7\u00f6z\u00fcmler geli\u015ftiriyoruz. KEDA, Kubernetes ortamlar\u0131nda uygulama \u00f6l\u00e7eklendirmesini optimize etmek ve maliyetleri d\u00fc\u015f\u00fcrmek i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. BirCloud&#8217;un uzman ekibi, KEDA&#8217;n\u0131n kurulumu, yap\u0131land\u0131r\u0131lmas\u0131 ve y\u00f6netimi konusunda size destek olabilir. Ayr\u0131ca, <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/09\/kubernetes-kume-performansi-izleme-prometheus-grafana\/\">Prometheus ve Grafana<\/a> ile entegre izleme \u00e7\u00f6z\u00fcmleri sunarak, uygulama performans\u0131n\u0131z\u0131 ger\u00e7ek zamanl\u0131 olarak takip etmenizi sa\u011fl\u0131yoruz.<\/p>\n<p>BirCloud, <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/08\/19\/gitops-flux-argocd-karsilastirmasi\/\">GitOps<\/a> yakla\u015f\u0131m\u0131n\u0131 benimseyerek, altyap\u0131 ve uygulama y\u00f6netimini otomatikle\u015ftirmenize yard\u0131mc\u0131 olur. KEDA&#8217;y\u0131 <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/02\/argo-cd-gitops-surekli-teslim-uygulama-senkronizasyonu\/\">Argo CD<\/a> gibi GitOps ara\u00e7lar\u0131yla entegre ederek, s\u00fcrekli da\u011f\u0131t\u0131m s\u00fcre\u00e7lerinizi daha verimli hale getirebilirsiniz.<\/p>\n<h2 id=\"section-13\">Sonu\u00e7<\/h2>\n<p>KEDA, Kubernetes ortamlar\u0131nda olay g\u00fcd\u00fcml\u00fc otomatik \u00f6l\u00e7eklendirme i\u00e7in g\u00fc\u00e7l\u00fc bir \u00e7\u00f6z\u00fcmd\u00fcr. Uygulama performans\u0131n\u0131 optimize etmek, maliyetleri d\u00fc\u015f\u00fcrmek ve kaynaklar\u0131 verimli kullanmak isteyen i\u015fletmeler i\u00e7in idealdir. BirCloud olarak, KEDA ve di\u011fer bulut bili\u015fim teknolojileri konusundaki uzmanl\u0131\u011f\u0131m\u0131zla, m\u00fc\u015fterilerimizin dijital d\u00f6n\u00fc\u015f\u00fcm s\u00fcre\u00e7lerine destek olmaktan mutluluk duyar\u0131z. Daha fazla bilgi i\u00e7in bizimle ileti\u015fime ge\u00e7ebilirsiniz.<\/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 Event-Driven Autoscaling), Kubernetes \u00fczerinde \u00e7al\u0131\u015fan uygulamalar\u0131n, \u00e7e\u015fitli olay kaynaklar\u0131na ba\u011fl\u0131 olarak otomatik olarak \u00f6l\u00e7eklenmesini sa\u011flayan a\u00e7\u0131k kaynakl\u0131 bir projedir. Bu sayede, uygulamalar\u0131n\u0131z\u0131n ger\u00e7ek talebe g\u00f6re dinamik olarak \u00f6l\u00e7eklenmesini ve kaynaklar\u0131n verimli kullan\u0131lmas\u0131n\u0131 sa\u011flar.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA hangi olay kaynaklar\u0131n\u0131 destekler?<\/h3>\n<p>KEDA, Kafka, RabbitMQ, Azure Event Hubs, Prometheus, AWS SQS gibi bir\u00e7ok pop\u00fcler olay kayna\u011f\u0131n\u0131 destekler. Ayr\u0131ca, \u00f6zel scaler&#039;lar olu\u015fturarak di\u011fer olay kaynaklar\u0131n\u0131 da destekleyebilirsiniz.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA&#039;n\u0131n maliyet optimizasyonu a\u00e7\u0131s\u0131ndan avantajlar\u0131 nelerdir?<\/h3>\n<p>KEDA, uygulama trafi\u011fi d\u00fc\u015f\u00fck oldu\u011funda uygulamalar\u0131 s\u0131f\u0131ra (zero) kadar \u00f6l\u00e7eklendirebilir. Bu, kaynak maliyetlerini \u00f6nemli \u00f6l\u00e7\u00fcde azalt\u0131r.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>KEDA&#039;y\u0131 Kubernetes&#039;e nas\u0131l kurabilirim?<\/h3>\n<p>KEDA&#039;y\u0131 kurmak i\u00e7in Helm kullanabilirsiniz. Helm chart&#039;lar\u0131 arac\u0131l\u0131\u011f\u0131yla kolayca kurabilir ve yap\u0131land\u0131rabilirsiniz.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>BirCloud, KEDA konusunda nas\u0131l destek sa\u011flayabilir?<\/h3>\n<p>BirCloud&#039;un uzman ekibi, KEDA&#039;n\u0131n kurulumu, yap\u0131land\u0131r\u0131lmas\u0131 ve y\u00f6netimi konusunda size destek olabilir. Ayr\u0131ca, Prometheus ve Grafana ile entegre izleme \u00e7\u00f6z\u00fcmleri sunarak, uygulama performans\u0131n\u0131z\u0131 ger\u00e7ek zamanl\u0131 olarak takip etmenizi sa\u011fl\u0131yoruz.<\/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\/06\/kubernetes-cilium-ebpf-ag-yonetimi\/\">Kubernetes ve Cilium ile eBPF Tabanl\u0131 Geli\u015fmi\u015f A\u011f Y\u00f6netimi: Derinlemesine \u0130nceleme<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/10\/06\/argo-cd-gelismis-gitops-stratejileri\/\">Argo CD ile Geli\u015fmi\u015f GitOps Stratejileri: \u00c7oklu Ortam ve G\u00fcvenlik Entegrasyonu<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/05\/20\/terraform-cloud-acik-kaynak-altyapi-yonetimi\/\">Terraform Cloud ile A\u00e7\u0131k Kaynak Altyap\u0131 Y\u00f6netimi ve \u0130\u015f Birli\u011fi: BirCloud Uzmanl\u0131\u011f\u0131<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/08\/31\/bulut-teknolojisi-donusum-inovasyon\/\">Bulut Teknolojisi: \u0130\u015fletmeler \u0130\u00e7in D\u00f6n\u00fc\u015f\u00fcm ve \u0130novasyonun Anahtar\u0131<\/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 (Event-Driven Autoscaling) ile uygulama performans\u0131n\u0131z\u0131 optimize edin, maliyetleri d\u00fc\u015f\u00fcr\u00fcn ve kaynaklar\u0131 verimli kullan\u0131n. BirCloud uzmanl\u0131\u011f\u0131yla bulutta m\u00fckemmelli\u011fe ula\u015f\u0131n.<\/p>\n","protected":false},"author":1,"featured_media":2900,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[160],"tags":[159,165,272,155,308,280],"class_list":["post-2901","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bulut-bilisim","tag-bircloud","tag-bulut-bilisim","tag-keda","tag-kubernetes","tag-olay-gudumlu-olceklendirme","tag-otomatik-olceklendirme"],"_links":{"self":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2901","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=2901"}],"version-history":[{"count":1,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2901\/revisions"}],"predecessor-version":[{"id":2902,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2901\/revisions\/2902"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media\/2900"}],"wp:attachment":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media?parent=2901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/categories?post=2901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/tags?post=2901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}