{"id":23959,"date":"2025-06-13T21:45:14","date_gmt":"2025-06-13T18:45:14","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/"},"modified":"2025-06-13T21:45:14","modified_gmt":"2025-06-13T18:45:14","slug":"node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/","title":{"rendered":"Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131"},"content":{"rendered":"

Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131<\/p>\n

Merhaba! Fatih Soysal olarak, Node.js kullanarak \u00f6l\u00e7eklenebilir bir g\u00f6r\u00fcnt\u00fc moderasyon boru hatt\u0131 olu\u015fturma konusunda size yol g\u00f6sterece\u011fim. Bu makalede, MinIO, BullMQ, ClamAV, DeepStack ve karma tablolama tekniklerini kullanarak nas\u0131l g\u00fcvenli ve verimli bir sistem kurabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bu sistem, zararl\u0131 i\u00e7erikleri tespit ederek platformunuzun g\u00fcvenli\u011fini sa\u011flaman\u0131za yard\u0131mc\u0131 olacakt\u0131r. \u00d6ncelikle, temel bile\u015fenleri ve i\u015flevlerini inceleyelim. <\/p>\n

MinIO: G\u00fcvenilir Nesne Depolama<\/h2>\n

MinIO, S3 uyumlu bir nesne depolama \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. G\u00f6r\u00fcnt\u00fcleri g\u00fcvenli bir \u015fekilde saklamak ve y\u00f6netmek i\u00e7in ideal bir se\u00e7enektir. H\u0131zl\u0131 eri\u015fim ve y\u00fcksek performans sunmas\u0131, moderasyon s\u00fcrecinin verimlili\u011fini art\u0131r\u0131r. MinIO’yu kullanarak, g\u00f6r\u00fcnt\u00fc dosyalar\u0131n\u0131 kolayca y\u00fckleyebilir, indirebilir ve y\u00f6netebilirsiniz. Ayr\u0131ca, \u00f6l\u00e7eklenebilirlik ihtiyac\u0131n\u0131z\u0131 kar\u015f\u0131lamak i\u00e7in kolayca geni\u015fletebilirsiniz. <\/p>\n

BullMQ: G\u00fc\u00e7l\u00fc G\u00f6rev Kuyru\u011fu<\/h2>\n

G\u00f6r\u00fcnt\u00fc moderasyon i\u015flemi, zaman alabilen bir s\u00fcre\u00e7tir. BullMQ, Node.js i\u00e7in y\u00fcksek performansl\u0131 bir g\u00f6rev kuyru\u011fu \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Bu sayede, gelen g\u00f6r\u00fcnt\u00fc moderasyon isteklerini kuyru\u011fa al\u0131r ve i\u015f\u00e7iler (workers) taraf\u0131ndan s\u0131rayla i\u015flenmesini sa\u011flar. Bu, sistemin a\u015f\u0131r\u0131 y\u00fcklenmesini \u00f6nler ve moderasyon i\u015fleminin stabilitesini korur. B\u00f6ylece, sisteminizin performans\u0131 s\u00fcrekli ve istikrarl\u0131 kal\u0131r.<\/p>\n

ClamAV: Vir\u00fcs Tarama<\/h2>\n

G\u00fcvenlik a\u00e7\u0131s\u0131ndan, g\u00f6r\u00fcnt\u00fclerin vir\u00fcs i\u00e7erip i\u00e7ermedi\u011fini kontrol etmek hayati \u00f6nem ta\u015f\u0131r. ClamAV, g\u00fc\u00e7l\u00fc ve \u00fccretsiz bir vir\u00fcs taray\u0131c\u0131s\u0131d\u0131r. Bu, zararl\u0131 kodlar\u0131 tespit etmek ve \u00f6nlemek i\u00e7in boru hatt\u0131na entegre edilebilir. ClamAV’\u0131n entegre edilmesi, sisteminizi olas\u0131 tehditlere kar\u015f\u0131 daha g\u00fcvenli hale getirir. Bu, kullan\u0131c\u0131lar\u0131n\u0131z\u0131 ve verilerinizi koruman\u0131za yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n

DeepStack: G\u00f6r\u00fcnt\u00fc Analizi<\/h2>\n

DeepStack, g\u00fc\u00e7l\u00fc bir yapay zeka tabanl\u0131 g\u00f6r\u00fcnt\u00fc analizi \u00e7\u00f6z\u00fcm\u00fcd\u00fcr. Bu \u00e7\u00f6z\u00fcm, g\u00f6r\u00fcnt\u00fclerdeki uygunsuz i\u00e7erikleri (\u015fiddet, pornografi vb.) tespit etmek i\u00e7in kullan\u0131labilir. DeepStack’in hassas alg\u0131lama yetene\u011fi, moderasyon s\u00fcrecinin do\u011frulu\u011funu \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131r\u0131r. DeepStack ile, zararl\u0131 i\u00e7eri\u011fi daha etkin bir \u015fekilde filtreleyebilirsiniz.<\/p>\n

Karma Tablolama (Hashing): Tekrar Eden \u0130\u00e7erik Tespiti<\/h2>\n

Ayn\u0131 i\u00e7eri\u011fin farkl\u0131 formatlarda tekrar tekrar y\u00fcklenmesini \u00f6nlemek i\u00e7in, karma tablolama tekni\u011fini kullanabilirsiniz. Bu y\u00f6ntem, g\u00f6r\u00fcnt\u00fclerin benzersiz bir dijital parmak izi olu\u015fturmas\u0131n\u0131 ve bu izlerin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131n\u0131 sa\u011flar. B\u00f6ylece, ayn\u0131 i\u00e7eri\u011fin tekrar tekrar i\u015flenmesini \u00f6nleyerek sistem kaynaklar\u0131n\u0131 daha verimli kullanabilirsiniz.<\/p>\n

Sistem Mimarisi<\/h2>\n

Sistem, a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izler:<\/p>\n

    \n
  1. Kullan\u0131c\u0131 bir g\u00f6r\u00fcnt\u00fc y\u00fckler.<\/li>\n
  2. MinIO, g\u00f6r\u00fcnt\u00fcy\u00fc depolar.<\/li>\n
  3. BullMQ, g\u00f6r\u00fcnt\u00fc moderasyon g\u00f6revini kuyru\u011fa al\u0131r.<\/li>\n
  4. \u0130\u015f\u00e7i (worker), ClamAV ile vir\u00fcs taramas\u0131 yapar.<\/li>\n
  5. \u0130\u015f\u00e7i, DeepStack ile g\u00f6r\u00fcnt\u00fc analizi yapar.<\/li>\n
  6. \u0130\u015f\u00e7i, karma tablolama ile tekrar eden i\u00e7eri\u011fi kontrol eder.<\/li>\n
  7. Sonu\u00e7lar veritaban\u0131na kaydedilir.<\/li>\n<\/ol>\n

    Bu mimari, y\u00fcksek performans ve \u00f6l\u00e7eklenebilirlik sunar. Sistem, artmakta olan istekleri kolayca y\u00f6netebilir ve g\u00fcvenilir bir moderasyon hizmeti sa\u011flayabilir. Daha detayl\u0131 bilgi ve kod \u00f6rnekleri i\u00e7in fatihsoysal.com<\/a> sitesini ziyaret edebilirsiniz.<\/p>\n

    Sonu\u00e7<\/h2>\n

    Node.js kullanarak olu\u015fturulan bu \u00f6l\u00e7eklenebilir g\u00f6r\u00fcnt\u00fc moderasyon boru hatt\u0131, platformunuzu zararl\u0131 i\u00e7eriklerden korumak i\u00e7in g\u00fc\u00e7l\u00fc bir \u00e7\u00f6z\u00fcmd\u00fcr. MinIO, BullMQ, ClamAV, DeepStack ve karma tablolama gibi teknolojilerin birle\u015fimi, g\u00fcvenli, verimli ve \u00f6l\u00e7eklenebilir bir sistem olu\u015fturman\u0131za olanak tan\u0131r. Umar\u0131m bu makale size yard\u0131mc\u0131 olmu\u015ftur!<\/p>\n

    #Etiketler:<\/b> Node.js, G\u00f6r\u00fcnt\u00fc Moderasyon, MinIO, BullMQ, ClamAV, DeepStack, Karma Tablolama, \u00d6l\u00e7eklenebilirlik, G\u00fcvenlik, \u0130\u00e7erik Moderasyonu, Yapay Zeka, G\u00f6r\u00fcnt\u00fc Analizi, Veri Depolama, G\u00f6rev Kuyru\u011fu, Vir\u00fcs Tarama<\/p>\n","protected":false},"excerpt":{"rendered":"Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131 Merhaba! Fatih Soysal olarak, Node.js kullanarak \u00f6l\u00e7eklenebilir bir g\u00f6r\u00fcnt\u00fc moderasyon boru…","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-23959","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nNode.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131<\/title>\n<meta name=\"description\" content=\"Merhaba! Fatih Soysal olarak, Node.js kullanarak \u00f6l\u00e7eklenebilir bir g\u00f6r\u00fcnt\u00fc moderasyon boru hatt\u0131 olu\u015fturma konusunda size yol g\u00f6sterece\u011fim. Bu makalede, MinIO, BullMQ, ClamAV, DeepStack ve karma tablolama tekniklerini kullanarak nas\u0131l g\u00fcvenli ve verimli bir sistem kurabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bu sistem, zararl\u0131 i\u00e7erikleri tespit ederek platformunuzun g\u00fcvenli\u011fini sa\u011flaman\u0131za yard\u0131mc\u0131 olacakt\u0131r. \u00d6ncelikle, temel bile\u015fenleri ve i\u015flevlerini inceleyelim.\" \/>\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\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Fatih Soysal olarak, Node.js kullanarak \u00f6l\u00e7eklenebilir bir g\u00f6r\u00fcnt\u00fc moderasyon boru hatt\u0131 olu\u015fturma konusunda size yol g\u00f6sterece\u011fim. Bu makalede, MinIO, BullMQ, ClamAV, DeepStack ve karma tablolama tekniklerini kullanarak nas\u0131l g\u00fcvenli ve verimli bir sistem kurabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bu sistem, zararl\u0131 i\u00e7erikleri tespit ederek platformunuzun g\u00fcvenli\u011fini sa\u011flaman\u0131za yard\u0131mc\u0131 olacakt\u0131r. \u00d6ncelikle, temel bile\u015fenleri ve i\u015flevlerini inceleyelim.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-13T18:45:14+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\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131\",\"datePublished\":\"2025-06-13T18:45:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\"},\"wordCount\":676,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/node-js-ile-olceklenebilir-goruntu-moderasyon-boru-hatti\/\",\"name\":\"Node.js ile \u00d6l\u00e7eklenebilir G\u00f6r\u00fcnt\u00fc Moderasyon Boru Hatt\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-06-13T18:45:14+00:00\",\"description\":\"Merhaba! 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