{"id":41064,"date":"2026-03-03T08:00:40","date_gmt":"2026-03-03T05:00:40","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/nginx-metrikleri-ve-loglarinin-opentelemetry-ile-izlenmesi-kapsamli-bir-rehber\/"},"modified":"2026-03-03T08:00:40","modified_gmt":"2026-03-03T05:00:40","slug":"nginx-metrikleri-ve-loglarinin-opentelemetry-ile-izlenmesi-kapsamli-bir-rehber","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/nginx-metrikleri-ve-loglarinin-opentelemetry-ile-izlenmesi-kapsamli-bir-rehber\/","title":{"rendered":"Nginx Metrikleri ve Loglar\u0131n\u0131n OpenTelemetry ile \u0130zlenmesi: Kapsaml\u0131 Bir Rehber"},"content":{"rendered":"<h2>Nginx Metrikleri ve Loglar\u0131n\u0131n OpenTelemetry ile \u0130zlenmesi: Kapsaml\u0131 Bir Rehber<\/h2>\n<p>Modern web uygulamalar\u0131n\u0131n omurgas\u0131n\u0131 olu\u015fturan Nginx, y\u00fcksek performansl\u0131 ters proxy, y\u00fck dengeleyici ve web sunucusu olarak kritik bir rol oynar. Bu kadar merkezi bir bile\u015fenin kesintisiz \u00e7al\u0131\u015fmas\u0131 ve optimum performans g\u00f6stermesi, detayl\u0131 izleme yeteneklerini zorunlu k\u0131lar. Geleneksel izleme y\u00f6ntemleri par\u00e7al\u0131 \u00e7\u00f6z\u00fcmler sunarken, OpenTelemetry (Otel) metrikler, loglar ve traceler i\u00e7in birle\u015fik, vendor ba\u011f\u0131ms\u0131z bir standart sunarak Nginx izleme yakla\u015f\u0131m\u0131m\u0131z\u0131 k\u00f6kten de\u011fi\u015ftirmektedir. Bu makale, Nginx sunucular\u0131n\u0131z\u0131n performans\u0131n\u0131 ve sa\u011fl\u0131\u011f\u0131n\u0131 OpenTelemetry ile nas\u0131l kapsaml\u0131 bir \u015fekilde izleyebilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayacakt\u0131r.<\/p>\n<h3>OpenTelemetry ve Nginx \u0130zleme Neden \u00d6nemli?<\/h3>\n<p>Nginx, web trafi\u011finin ilk dura\u011f\u0131 ve genellikle en kritik darbo\u011faz noktalar\u0131ndan biridir. Bu nedenle, Nginx performans\u0131n\u0131 s\u00fcrekli izlemek, potansiyel sorunlar\u0131 proaktif olarak tespit etmek ve kullan\u0131c\u0131 deneyimini iyile\u015ftirmek i\u00e7in hayati \u00f6neme sahiptir.<\/p>\n<h4>Nginx&#8217;in Rol\u00fc ve \u00d6nemi<\/h4>\n<p>Nginx, mikroservis mimarilerinden geleneksel web uygulamalar\u0131na kadar geni\u015f bir yelpazede kullan\u0131l\u0131r. Y\u00fcksek e\u015f zamanl\u0131 ba\u011flant\u0131lar\u0131 y\u00f6netme, SSL sonland\u0131rma, \u00f6nbellekleme ve istekleri arka u\u00e7 sunucular\u0131na y\u00f6nlendirme gibi g\u00f6revleri \u00fcstlenir. Bu g\u00f6revlerin herhangi birinde ya\u015fanacak bir aksakl\u0131k, t\u00fcm uygulaman\u0131n eri\u015filemez hale gelmesine veya performans sorunlar\u0131 ya\u015famas\u0131na neden olabilir.<\/p>\n<h4>Performans ve G\u00fcvenlik \u0130\u00e7in \u0130zlemenin Gereklili\u011fi<\/h4>\n<p>Nginx&#8217;in izlenmesi, sunucu y\u00fck\u00fcn\u00fc, istek oranlar\u0131n\u0131, hata oranlar\u0131n\u0131 ve yan\u0131t s\u00fcrelerini anlamak i\u00e7in temeldir. Bu veriler, performans d\u00fc\u015f\u00fc\u015flerini, DDoS sald\u0131r\u0131lar\u0131n\u0131 veya hatal\u0131 yap\u0131land\u0131rmalar\u0131 h\u0131zla tespit etmenizi sa\u011flar. Ayr\u0131ca, g\u00fcvenlik a\u00e7\u0131s\u0131ndan, anormal trafik desenlerini veya yetkisiz eri\u015fim denemelerini loglar arac\u0131l\u0131\u011f\u0131yla izlemek kritik \u00f6neme sahiptir.<\/p>\n<h4>Geleneksel \u0130zleme Yakla\u015f\u0131mlar\u0131n\u0131n S\u0131n\u0131rl\u0131l\u0131klar\u0131<\/h4>\n<p>Geleneksel izleme yakla\u015f\u0131mlar\u0131 genellikle farkl\u0131 ara\u00e7lar ve formatlar kullanarak metrikleri, loglar\u0131 ve traceleri ayr\u0131 ayr\u0131 toplar. Bu durum, verilerin korelasyonunu zorla\u015ft\u0131r\u0131r, operasyonel y\u00fck\u00fc art\u0131r\u0131r ve karma\u015f\u0131k sorun giderme s\u00fcre\u00e7lerine yol a\u00e7ar. OpenTelemetry, bu par\u00e7al\u0131 yakla\u015f\u0131m\u0131n getirdi\u011fi zorluklar\u0131 ortadan kald\u0131rarak birle\u015fik bir g\u00f6zlemlenebilirlik \u00e7\u00f6z\u00fcm\u00fc sunar.<\/p>\n<h3>OpenTelemetry Nedir? Temel Bile\u015fenleri<\/h3>\n<p>OpenTelemetry, bulut yerel uygulamalar i\u00e7in telemetri verilerini (metrikler, loglar, traceler) toplamak, i\u015flemek ve d\u0131\u015fa aktarmak i\u00e7in bir dizi ara\u00e7, API ve SDK sa\u011flayan a\u00e7\u0131k kaynakl\u0131 bir projedir. Vendor ba\u011f\u0131ms\u0131zl\u0131\u011f\u0131 sayesinde, toplanan verileri istedi\u011finiz izleme platformuna g\u00f6nderebilirsiniz.<\/p>\n<h4>Vendor Ba\u011f\u0131ms\u0131zl\u0131\u011f\u0131 ve Standardizasyon<\/h4>\n<p>OpenTelemetry&#8217;nin en b\u00fcy\u00fck avantajlar\u0131ndan biri, belirli bir sat\u0131c\u0131ya ba\u011fl\u0131 olmamas\u0131d\u0131r. Bu, uygulaman\u0131z\u0131n izleme altyap\u0131s\u0131n\u0131 de\u011fi\u015ftirdi\u011finizde kodunuzu yeniden yazmak zorunda kalmaman\u0131z anlam\u0131na gelir. Standartla\u015ft\u0131r\u0131lm\u0131\u015f veri formatlar\u0131 ve protokoller sayesinde, farkl\u0131 sistemlerden gelen verileri kolayca birle\u015ftirebilirsiniz.<\/p>\n<h4>Metrikler, Loglar ve Traceler<\/h4>\n<p>OpenTelemetry, \u00fc\u00e7 ana telemetri sinyalini destekler:<\/p>\n<ul>\n<li><b>Metrikler:<\/b> Say\u0131larla ifade edilen performans g\u00f6stergeleridir (\u00f6rn. CPU kullan\u0131m\u0131, istek say\u0131s\u0131, hata oran\u0131).<\/li>\n<li><b>Loglar:<\/b> Uygulama veya sistem olaylar\u0131n\u0131 kaydeden zaman damgal\u0131 mesajlard\u0131r (\u00f6rn. eri\u015fim loglar\u0131, hata loglar\u0131).<\/li>\n<li><b>Traceler:<\/b> Bir iste\u011fin sistemdeki farkl\u0131 bile\u015fenler aras\u0131nda nas\u0131l ilerledi\u011fini g\u00f6steren u\u00e7tan uca i\u015flem ak\u0131\u015flar\u0131d\u0131r.<\/li>\n<\/ul>\n<h4>Collector, SDK&#8217;lar ve Exporter&#8217;lar<\/h4>\n<p>OpenTelemetry ekosistemi ba\u015fl\u0131ca \u015fu bile\u015fenlerden olu\u015fur:<\/p>\n<ul>\n<li><b>SDK&#8217;lar:<\/b> Uygulamalar\u0131n\u0131za entegre ederek telemetri verisi \u00fcretmenizi sa\u011flayan k\u00fct\u00fcphanelerdir.<\/li>\n<li><b>Collector:<\/b> \u00c7e\u015fitli kaynaklardan telemetri verilerini alabilen, i\u015fleyebilen ve farkl\u0131 hedeflere (exporter&#8217;lar arac\u0131l\u0131\u011f\u0131yla) y\u00f6nlendirebilen bir proxy&#8217;dir. Nginx gibi uygulamalar i\u00e7in genellikle Collector kullan\u0131l\u0131r.<\/li>\n<li><b>Exporter&#8217;lar:<\/b> Toplanan ve i\u015flenen verileri belirli bir izleme veya analiz platformuna (Prometheus, Loki, Jaeger, Datadog vb.) g\u00f6ndermek i\u00e7in kullan\u0131lan bile\u015fenlerdir.<\/li>\n<\/ul>\n<h3>Nginx Metriklerinin OpenTelemetry ile Toplanmas\u0131<\/h3>\n<p>Nginx metriklerini OpenTelemetry ile toplamak i\u00e7in birka\u00e7 farkl\u0131 yakla\u015f\u0131m mevcuttur. En yayg\u0131n y\u00f6ntem, Nginx&#8217;in <code>stub_status<\/code> mod\u00fcl\u00fcn\u00fc kullanmak ve bu verileri OpenTelemetry Collector arac\u0131l\u0131\u011f\u0131yla i\u015fleyip d\u0131\u015fa aktarmakt\u0131r.<\/p>\n<h4>Nginx <code>stub_status<\/code> Mod\u00fcl\u00fc<\/h4>\n<p>Nginx&#8217;in <code>stub_status<\/code> mod\u00fcl\u00fc, temel sunucu metriklerini (aktif ba\u011flant\u0131lar, kabul edilen ba\u011flant\u0131lar, i\u015flenen ba\u011flant\u0131lar, okunan\/yaz\u0131lan baytlar) basit bir HTTP aray\u00fcz\u00fc \u00fczerinden sunar. Bu mod\u00fcl\u00fc etkinle\u015ftirmek i\u00e7in Nginx yap\u0131land\u0131rman\u0131za a\u015fa\u011f\u0131daki blo\u011fu eklemeniz gerekir:<\/p>\n<pre><code class=\"language-nginx\">\nhttp {\n    server {\n        listen 80;\n        server_name localhost;\n\n        location \/nginx_status {\n            stub_status on;\n            allow 127.0.0.1; # Sadece yerel eri\u015fime izin ver\n            deny all;\n        }\n    }\n}\n<\/pre>\n<p><\/code><br \/>\nBu yap\u0131land\u0131rma ile <code>http:\/\/localhost\/nginx_status<\/code> adresinden metriklerinizi g\u00f6rebilirsiniz.<\/p>\n<h4>Prometheus Nginx Exporter Kullan\u0131m\u0131<\/h4>\n<p><code>stub_status<\/code> mod\u00fcl\u00fc ham metrikler sa\u011flad\u0131\u011f\u0131ndan, bunlar\u0131 Prometheus format\u0131na d\u00f6n\u00fc\u015ft\u00fcrmek ve daha zengin metrikler elde etmek i\u00e7in genellikle bir Prometheus Nginx Exporter kullan\u0131l\u0131r. Bu exporter, Nginx'in <code>stub_status<\/code> \u00e7\u0131kt\u0131s\u0131n\u0131 okur ve OpenTelemetry Collector'\u0131n Prometheus receiver'\u0131 taraf\u0131ndan kolayca t\u00fcketilebilen Prometheus metrik format\u0131nda sunar.<\/p>\n<h4>Do\u011frudan OpenTelemetry Collector ile Metrik Toplama<\/h4>\n<p>OpenTelemetry Collector, Prometheus receiver'\u0131 sayesinde do\u011frudan Prometheus exporter'lardan metrikleri \u00e7ekebilir. Nginx exporter'\u0131 ayr\u0131 bir process olarak \u00e7al\u0131\u015ft\u0131r\u0131p, Collector'\u0131n onu scrape etmesini sa\u011flayabilirsiniz.<\/p>\n<h4>\u00d6rnek Nginx <code>stub_status<\/code> Yap\u0131land\u0131rmas\u0131<\/h4>\n<p>Yukar\u0131daki <code>stub_status<\/code> yap\u0131land\u0131rmas\u0131, Nginx'in temel metriklerini sunar. Bu metrikler, OpenTelemetry Collector taraf\u0131ndan Prometheus Nginx Exporter arac\u0131l\u0131\u011f\u0131yla veya \u00f6zel bir receiver geli\u015ftirilerek toplanabilir. Genellikle, Prometheus Nginx Exporter, <code>stub_status<\/code> verilerini daha anlaml\u0131 Prometheus metriklerine d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fc i\u00e7in tercih edilir.<\/p>\n<h3>Nginx Loglar\u0131n\u0131n OpenTelemetry ile Toplanmas\u0131<\/h3>\n<p>Nginx loglar\u0131, eri\u015fim desenleri, hata durumlar\u0131 ve g\u00fcvenlik olaylar\u0131 hakk\u0131nda zengin bilgiler i\u00e7erir. OpenTelemetry Collector'\u0131n <code>filelog<\/code> receiver'\u0131, bu loglar\u0131 toplamak ve i\u015flemek i\u00e7in ideal bir ara\u00e7t\u0131r.<\/p>\n<h4>Eri\u015fim ve Hata Loglar\u0131<\/h4>\n<p>Nginx iki ana log t\u00fcr\u00fc \u00fcretir:<\/p>\n<ul>\n<li><b>Eri\u015fim Loglar\u0131 (<code>access.log<\/code>):<\/b> Her gelen istekle ilgili bilgileri (IP adresi, istek y\u00f6ntemi, URL, durum kodu, yan\u0131t boyutu vb.) kaydeder.<\/li>\n<li><b>Hata Loglar\u0131 (<code>error.log<\/code>):<\/b> Nginx'in kar\u015f\u0131la\u015ft\u0131\u011f\u0131 sorunlar\u0131 ve hatalar\u0131 kaydeder.<\/li>\n<\/ul>\n<p>Bu loglar\u0131n format\u0131n\u0131 Nginx yap\u0131land\u0131rmas\u0131nda \u00f6zelle\u015ftirebilirsiniz. JSON format\u0131, loglar\u0131n makine taraf\u0131ndan okunabilirli\u011fini art\u0131rd\u0131\u011f\u0131 ve daha kolay i\u015flenebildi\u011fi i\u00e7in OpenTelemetry ile kullan\u0131mda \u015fiddetle tavsiye edilir.<\/p>\n<h4>OpenTelemetry Collector Filelog Receiver<\/h4>\n<p>OpenTelemetry Collector'\u0131n <code>filelog<\/code> receiver'\u0131, belirli dosya yollar\u0131ndaki loglar\u0131 okuyabilir, onlar\u0131 ayr\u0131\u015ft\u0131rabilir ve OpenTelemetry log format\u0131na d\u00f6n\u00fc\u015ft\u00fcrebilir.<\/p>\n<h4>Log Formatlar\u0131n\u0131n Yap\u0131land\u0131r\u0131lmas\u0131 (JSON loglar)<\/h4>\n<p>Nginx'i JSON format\u0131nda log yazmaya yap\u0131land\u0131rmak, OpenTelemetry Collector'\u0131n loglar\u0131 daha verimli bir \u015fekilde ayr\u0131\u015ft\u0131rmas\u0131n\u0131 sa\u011flar. \u00d6rnek bir JSON log format\u0131:<\/p>\n<pre><code class=\"language-nginx\">\nhttp {\n    log_format json_combined escape=json\n      '{'\n        '\"time_local\":\"$time_local\",'\n        '\"remote_addr\":\"$remote_addr\",'\n        '\"request\":\"$request\",'\n        '\"status\":\"$status\",'\n        '\"body_bytes_sent\":\"$body_bytes_sent\",'\n        '\"http_referer\":\"$http_referer\",'\n        '\"http_user_agent\":\"$http_user_agent\",'\n        '\"request_time\":\"$request_time\",'\n        '\"upstream_response_time\":\"$upstream_response_time\",'\n        '\"request_id\":\"$request_id\"'\n      '}';\n\n    server {\n        listen 80;\n        server_name localhost;\n\n        access_log \/var\/log\/nginx\/access.json json_combined;\n        error_log \/var\/log\/nginx\/error.log warn; # Hata loglar\u0131 genellikle JSON format\u0131nda tutulmaz\n    }\n}\n<\/pre>\n<p><\/code><\/p>\n<h4>\u00d6rnek Nginx Log Yap\u0131land\u0131rmas\u0131<\/h4>\n<p>Yukar\u0131daki JSON log format\u0131, <code>access.json<\/code> dosyas\u0131na yaz\u0131lacakt\u0131r. OpenTelemetry Collector, bu dosyay\u0131 okuyarak her bir JSON sat\u0131r\u0131n\u0131 bir log kayd\u0131na d\u00f6n\u00fc\u015ft\u00fcrebilir.<\/p>\n<h3>OpenTelemetry Collector Yap\u0131land\u0131rmas\u0131<\/h3>\n<p>OpenTelemetry Collector, Nginx'ten gelen metrik ve log verilerini toplayan, i\u015fleyen ve d\u0131\u015fa aktaran merkezi bile\u015fendir. <code>otel-collector-config.yaml<\/code> dosyas\u0131 \u00fczerinden yap\u0131land\u0131r\u0131l\u0131r.<\/p>\n<h4>Receiver'lar (filelog, prometheus)<\/h4>\n<ul>\n<li><b><code>filelog<\/code> receiver:<\/b> Nginx'in <code>access.json<\/code> ve <code>error.log<\/code> dosyalar\u0131n\u0131 okumak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<li><b><code>prometheus<\/code> receiver:<\/b> Prometheus Nginx Exporter'dan metrikleri \u00e7ekmek i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<h4>Processor'lar (batch, resourcedetection, transform)<\/h4>\n<ul>\n<li><b><code>batch<\/code> processor:<\/b> Verileri toplu halde g\u00f6ndererek a\u011f y\u00fck\u00fcn\u00fc azalt\u0131r.<\/li>\n<li><b><code>resourcedetection<\/code> processor:<\/b> Toplanan verilere host ad\u0131, IP adresi gibi kaynak bilgilerini ekler.<\/li>\n<li><b><code>transform<\/code> processor:<\/b> Log veya metrik verilerini zenginle\u015ftirmek veya filtrelemek i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<h4>Exporter'lar (OTLP, Prometheus Remote Write, Loki)<\/h4>\n<ul>\n<li><b><code>otlp<\/code> exporter:<\/b> OpenTelemetry Protocol (OTLP) kullanarak verileri ba\u015fka bir Collector'a veya uyumlu bir izleme platformuna g\u00f6nderir.<\/li>\n<li><b><code>prometheusremotewrite<\/code> exporter:<\/b> Metrikleri Prometheus uyumlu bir depolama sistemine (\u00f6rn. Thanos, Cortex) g\u00f6nderir.<\/li>\n<li><b><code>loki<\/code> exporter:<\/b> Loglar\u0131 Grafana Loki'ye g\u00f6nderir.<\/li>\n<\/ul>\n<h4>\u00d6rnek <code>otel-collector-config.yaml<\/code><\/h4>\n<pre><code class=\"language-yaml\">\nreceivers:\n  # Nginx eri\u015fim loglar\u0131n\u0131 toplama\n  filelog\/nginx_access:\n    include: [ \"\/var\/log\/nginx\/access.json\" ]\n    start_at: beginning\n    # JSON loglar\u0131 ayr\u0131\u015ft\u0131rmak i\u00e7in\n    operators:\n      - type: json_parser\n        timestamp:\n          field: time_local\n          layout: '%d\/%b\/%Y:%H:%M:%S %z'\n        severity:\n          field: status\n          mapping:\n            \"2xx\": INFO\n            \"3xx\": INFO\n            \"4xx\": WARN\n            \"5xx\": ERROR\n        body:\n          field: request\n        attributes:\n          status_code: \"status\"\n          remote_ip: \"remote_addr\"\n          user_agent: \"http_user_agent\"\n          request_time: \"request_time\"\n          upstream_time: \"upstream_response_time\"\n\n  # Nginx hata loglar\u0131n\u0131 toplama\n  filelog\/nginx_error:\n    include: [ \"\/var\/log\/nginx\/error.log\" ]\n    start_at: beginning\n    operators:\n      - type: regex_parser\n        regex: '^(?P<time>\\d{4}\/\\d{2}\/\\d{2} \\d{2}:\\d{2}:\\d{2}) \\[(?P<level>.*?)\\] (?P<pid>\\d+)#(?P<tid>\\d+): \\*?(?P<message>.*)$'\n        timestamp:\n          field: time\n          layout: '%Y\/%m\/%d %H:%M:%S'\n        severity:\n          field: level\n        body:\n          field: message\n        attributes:\n          pid: \"pid\"\n          tid: \"tid\"\n\n  # Prometheus Nginx Exporter'dan metrikleri \u00e7ekme\n  prometheus:\n    config:\n      scrape_configs:\n        - job_name: 'nginx'\n          scrape_interval: 15s\n          static_configs:\n            - targets: ['nginx-exporter:9113'] # Nginx exporter'\u0131n \u00e7al\u0131\u015ft\u0131\u011f\u0131 adres\n\nprocessors:\n  batch:\n    send_batch_size: 1000\n    timeout: 10s\n  resourcedetection:\n    detectors: [system]\n    system:\n      hostname_sources: [os]\n  # Loglar\u0131 ve metrikleri i\u015flemek i\u00e7in daha fazla i\u015flemci eklenebilir\n\nexporters:\n  # Metrikleri Prometheus Remote Write uyumlu bir depoya g\u00f6nderme\n  prometheusremotewrite:\n    endpoint: \"http:\/\/prometheus-server:9090\/api\/v1\/write\"\n\n  # Loglar\u0131 Grafana Loki'ye g\u00f6nderme\n  loki:\n    endpoint: \"http:\/\/loki:3100\/loki\/api\/v1\/push\"\n    # Etiketleri ayarlayarak Loki'de daha kolay sorgulama yap\u0131n\n    labels:\n      resource:\n        host.name:\n        service.name:\n      attributes:\n        nginx_log_type:\n\nservice:\n  pipelines:\n    metrics:\n      receivers: [prometheus]\n      processors: [batch, resourcedetection]\n      exporters: [prometheusremotewrite]\n    logs:\n      receivers: [filelog\/nginx_access, filelog\/nginx_error]\n      processors: [batch, resourcedetection]\n      exporters: [loki]\n<\/pre>\n<p><\/code><\/p>\n<h3>\u0130zleme Verilerinin G\u00f6rselle\u015ftirilmesi ve Analizi<\/h3>\n<p>Toplanan Nginx metrikleri ve loglar\u0131, Grafana gibi g\u00fc\u00e7l\u00fc g\u00f6rselle\u015ftirme ara\u00e7lar\u0131 ve Prometheus veya Loki gibi depolama sistemleri kullan\u0131larak anlaml\u0131 panolara d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir.<\/p>\n<h4>Prometheus ve Grafana ile Entegrasyon<\/h4>\n<p>Prometheus, zaman serisi metrikleri depolamak i\u00e7in pop\u00fcler bir a\u00e7\u0131k kaynakl\u0131 \u00e7\u00f6z\u00fcmd\u00fcr. OpenTelemetry Collector'dan gelen metrikleri al\u0131r ve bunlar\u0131 Grafana'da g\u00f6rselle\u015ftirmek i\u00e7in bir veri kayna\u011f\u0131 olarak kullan\u0131labilir. Grafana panolar\u0131, Nginx'in aktif ba\u011flant\u0131lar\u0131, istek oranlar\u0131, hata y\u00fczdeleri ve yan\u0131t s\u00fcreleri gibi kritik metrikleri ger\u00e7ek zamanl\u0131 olarak izlemenizi sa\u011flar.<\/p>\n<h4>Log Y\u00f6netim Sistemleri (Loki, ELK Stack)<\/h4>\n<p>Nginx loglar\u0131, Grafana Loki veya ELK (Elasticsearch, Logstash, Kibana) Stack gibi log y\u00f6netim sistemlerine g\u00f6nderilebilir. Loki, Prometheus'un etiketleme modelini kullanarak loglar\u0131 indeksler ve Grafana ile sorunsuz bir entegrasyon sunar. Bu sistemler, loglar\u0131 araman\u0131za, filtrelemenize, korelasyon kurman\u0131za ve belirli olaylar i\u00e7in uyar\u0131lar olu\u015fturman\u0131za olanak tan\u0131r.<\/p>\n<h4>Anomali Tespiti ve Uyar\u0131 Mekanizmalar\u0131<\/h4>\n<p>\u0130zleme verileri, anormallikleri tespit etmek i\u00e7in kullan\u0131labilir. \u00d6rne\u011fin, normalin \u00fczerinde bir hata oran\u0131 veya beklenmedik bir trafik d\u00fc\u015f\u00fc\u015f\u00fc bir sorun oldu\u011funu g\u00f6sterebilir. Prometheus Alertmanager veya Grafana'n\u0131n uyar\u0131 \u00f6zellikleri kullan\u0131larak bu t\u00fcr durumlar i\u00e7in bildirimler (e-posta, Slack, PagerDuty vb.) yap\u0131land\u0131r\u0131labilir.<\/p>\n<h3>En \u0130yi Uygulamalar ve \u0130pu\u00e7lar\u0131<\/h3>\n<p>OpenTelemetry ile Nginx izlemeyi uygularken g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z gereken baz\u0131 en iyi uygulamalar ve ipu\u00e7lar\u0131 vard\u0131r.<\/p>\n<h4>Kaynak T\u00fcketimini Optimize Etme<\/h4>\n<p>OpenTelemetry Collector'\u0131n kendisi de kaynak t\u00fcketir. \u00d6zellikle y\u00fcksek trafikli ortamlarda, Collector'\u0131n CPU ve bellek kullan\u0131m\u0131n\u0131 optimize etmek \u00f6nemlidir. <code>batch<\/code> i\u015flemcisi kullanmak, <code>sampling<\/code> stratejileri uygulamak ve gereksiz metrikleri veya loglar\u0131 filtrelemek, kaynak t\u00fcketimini azaltmaya yard\u0131mc\u0131 olabilir.<\/p>\n<h4>G\u00fcvenlik Konular\u0131<\/h4>\n<p>\u0130zleme verileri hassas bilgiler i\u00e7erebilir. Collector ile izleme platformlar\u0131 aras\u0131ndaki ileti\u015fimin \u015fifrelenmesi (TLS\/SSL), eri\u015fim kontrol\u00fc ve yetkilendirme mekanizmalar\u0131n\u0131n kullan\u0131lmas\u0131 g\u00fcvenlik a\u00e7\u0131s\u0131ndan kritik \u00f6neme sahiptir. Ayr\u0131ca, Nginx <code>stub_status<\/code> endpoint'ine eri\u015fimi k\u0131s\u0131tlamak da \u00f6nemlidir.<\/p>\n<h4>\u00d6l\u00e7eklenebilirlik ve Y\u00fcksek Eri\u015filebilirlik<\/h4>\n<p>B\u00fcy\u00fck \u00f6l\u00e7ekli da\u011f\u0131t\u0131mlarda, OpenTelemetry Collector'\u0131 birden fazla \u00f6rne\u011fe da\u011f\u0131tmak ve y\u00fck dengeleyici arkas\u0131na yerle\u015ftirmek y\u00fcksek eri\u015filebilirlik sa\u011flar. Collector'lar aras\u0131nda verileri iletmek i\u00e7in OTLP exporter\/receiver \u00e7iftleri kullan\u0131labilir.<\/p>\n<h4>S\u00fcrekli \u0130yile\u015ftirme<\/h4>\n<p>\u0130zleme altyap\u0131n\u0131z\u0131 periyodik olarak g\u00f6zden ge\u00e7irin. Yeni metrikler ekleyin, gereksiz olanlar\u0131 kald\u0131r\u0131n ve panolar\u0131n\u0131z\u0131 kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na g\u00f6re g\u00fcncelleyin. Uygulaman\u0131z geli\u015ftik\u00e7e, izleme ihtiya\u00e7lar\u0131n\u0131z da de\u011fi\u015fecektir.<\/p>\n<h3>Sonu\u00e7<\/h3>\n<p>Nginx metriklerinin ve loglar\u0131n\u0131n OpenTelemetry ile izlenmesi, modern ve \u00f6l\u00e7eklenebilir bir g\u00f6zlemlenebilirlik stratejisinin temel ta\u015flar\u0131ndan biridir. OpenTelemetry'nin vendor ba\u011f\u0131ms\u0131zl\u0131\u011f\u0131, standartla\u015ft\u0131r\u0131lm\u0131\u015f veri formatlar\u0131 ve esnek Collector yap\u0131s\u0131 sayesinde, Nginx sunucular\u0131n\u0131z\u0131n performans\u0131n\u0131, sa\u011fl\u0131\u011f\u0131n\u0131 ve g\u00fcvenli\u011fini kapsaml\u0131 bir \u015fekilde izleyebilir, potansiyel sorunlar\u0131 h\u0131zla tespit edebilir ve proaktif \u00f6nlemler alabilirsiniz. Bu entegrasyon, operasyonel verimlili\u011fi art\u0131r\u0131rken, karma\u015f\u0131kl\u0131\u011f\u0131 azalt\u0131r ve gelece\u011fe d\u00f6n\u00fck bir izleme altyap\u0131s\u0131 kurman\u0131za olanak tan\u0131r.<\/p>\n<h3>SSS (S\u0131k Sorulan Sorular)<\/h3>\n<h4>OpenTelemetry neden di\u011fer izleme \u00e7\u00f6z\u00fcmlerinden daha iyi?<\/h4>\n<p>OpenTelemetry, vendor ba\u011f\u0131ms\u0131zl\u0131\u011f\u0131, a\u00e7\u0131k standartlar\u0131 ve birle\u015fik bir telemetri sinyali (metrikler, loglar, traceler) toplama yetene\u011fi sayesinde \u00f6ne \u00e7\u0131kar. Bu, sat\u0131c\u0131 kilitlenmesini \u00f6nler ve farkl\u0131 ara\u00e7lar aras\u0131nda kolay entegrasyon sa\u011flar.<\/p>\n<h4>Nginx izleme i\u00e7in hangi metrikler kritik?<\/h4>\n<p>Kritik Nginx metrikleri aras\u0131nda aktif ba\u011flant\u0131lar, kabul edilen\/i\u015flenen ba\u011flant\u0131lar, istek ba\u015f\u0131na yan\u0131t s\u00fcresi, hata oranlar\u0131 (4xx, 5xx), bant geni\u015fli\u011fi kullan\u0131m\u0131 ve CPU\/bellek t\u00fcketimi bulunur.<\/p>\n<h4>OpenTelemetry Collector'\u0131 nereye kurmal\u0131y\u0131m?<\/h4>\n<p>OpenTelemetry Collector, genellikle Nginx sunucusunun \u00e7al\u0131\u015ft\u0131\u011f\u0131 makineye bir agent olarak veya ayr\u0131 bir merkezi Collector k\u00fcmesi olarak da\u011f\u0131t\u0131labilir. K\u00fc\u00e7\u00fck \u00f6l\u00e7ekli da\u011f\u0131t\u0131mlarda Nginx ile ayn\u0131 sunucuda \u00e7al\u0131\u015fmas\u0131 yayg\u0131nd\u0131r.<\/p>\n<h4>Nginx loglar\u0131n\u0131 OpenTelemetry ile JSON format\u0131nda g\u00f6ndermek zorunlu mu?<\/h4>\n<p>Zorunlu de\u011fildir, ancak \u015fiddetle tavsiye edilir. JSON format\u0131, loglar\u0131n makine taraf\u0131ndan kolayca ayr\u0131\u015ft\u0131r\u0131lmas\u0131n\u0131 ve yap\u0131land\u0131r\u0131lm\u0131\u015f veri olarak i\u015flenmesini sa\u011flar, bu da sorgulama ve analiz yeteneklerini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde geli\u015ftirir.<\/p>\n<h4>OpenTelemetry kullanman\u0131n maliyeti nedir?<\/h4>\n<p>OpenTelemetry'nin kendisi a\u00e7\u0131k kaynakl\u0131 ve \u00fccretsizdir. Ancak, toplanan verileri depolamak ve g\u00f6rselle\u015ftirmek i\u00e7in kulland\u0131\u011f\u0131n\u0131z Prometheus, Loki, Grafana gibi a\u00e7\u0131k kaynakl\u0131 ara\u00e7lar i\u00e7in altyap\u0131 maliyetleri veya ticari izleme platformlar\u0131 i\u00e7in lisans \u00fccretleri olabilir.<\/p>\n","protected":false},"excerpt":{"rendered":"Nginx Metrikleri ve Loglar\u0131n\u0131n OpenTelemetry ile \u0130zlenmesi: Kapsaml\u0131 Bir Rehber Modern web uygulamalar\u0131n\u0131n omurgas\u0131n\u0131 olu\u015fturan Nginx, y\u00fcksek performansl\u0131 ters proxy, y\u00fck dengeleyici ve web sunucusu olarak kritik bir rol oynar.","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":[1504],"tags":[],"class_list":{"0":"post-41064","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-nginx","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) - 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