{"id":7651,"date":"2026-08-04T15:24:42","date_gmt":"2026-08-04T08:24:42","guid":{"rendered":"https:\/\/alldataint.com\/articles\/?p=7651"},"modified":"2026-08-04T15:24:42","modified_gmt":"2026-08-04T08:24:42","slug":"aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise","status":"publish","type":"post","link":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/","title":{"rendered":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Apa Itu AWS Glue?<\/strong><\/h2>\n\n\n\n<p><strong>AWS Glue<\/strong> adalah layanan <strong>serverless data integration<\/strong> dari Amazon Web Services (AWS) yang dirancang untuk memudahkan proses <strong>Extract, Transform, and Load (ETL)<\/strong> maupun <strong>Extract, Load, and Transform (ELT)<\/strong>. Dengan AWS Glue, organisasi dapat menemukan, menyiapkan, membersihkan, mentransformasikan, dan memindahkan data dari berbagai sumber tanpa harus mengelola infrastruktur server.<\/p>\n\n\n\n<p>Di era modern, perusahaan mengumpulkan data dari berbagai sistem seperti ERP, CRM, database relasional, aplikasi SaaS, data lake, hingga layanan cloud. Tantangan terbesar bukan hanya menyimpan data, tetapi juga mengintegrasikan data tersebut agar siap digunakan untuk analitik, Business Intelligence (BI), Machine Learning, maupun Artificial Intelligence (AI).<\/p>\n\n\n\n<p>AWS Glue hadir sebagai solusi yang menyederhanakan proses tersebut melalui layanan yang sepenuhnya dikelola AWS. Pengguna cukup mendefinisikan sumber data, transformasi yang diinginkan, dan tujuan akhir data, sementara AWS Glue akan menangani provisioning sumber daya, penskalaan, penjadwalan, hingga monitoring proses ETL secara otomatis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mengapa AWS Glue Penting dalam Modern Data Platform?<\/strong><\/h2>\n\n\n\n<p>Banyak organisasi masih menjalankan proses ETL menggunakan server fisik atau virtual machine yang memerlukan instalasi, konfigurasi, patching, dan pemeliharaan berkala. Pendekatan tersebut membutuhkan biaya operasional yang tinggi dan kurang fleksibel ketika volume data meningkat.<\/p>\n\n\n\n<p>AWS Glue mengubah pendekatan tersebut dengan model <strong>serverless<\/strong>. Tim data engineering tidak perlu lagi mengelola cluster Apache Spark atau infrastruktur komputasi sendiri. AWS Glue secara otomatis menyediakan resource yang diperlukan sesuai beban kerja, lalu melepaskannya setelah proses selesai sehingga biaya hanya dikenakan berdasarkan penggunaan aktual.<\/p>\n\n\n\n<p>Pendekatan ini memungkinkan organisasi mempercepat pembangunan pipeline data, meningkatkan efisiensi operasional, serta mengurangi waktu yang dihabiskan untuk mengelola infrastruktur.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Cara Kerja AWS Glue<\/strong><\/h2>\n\n\n\n<p>Secara umum, alur kerja AWS Glue terdiri dari beberapa tahapan utama.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data Discovery<\/strong><\/h3>\n\n\n\n<p>Tahap pertama adalah menemukan sumber data. AWS Glue dapat terhubung ke berbagai sumber seperti Amazon S3, Amazon RDS, Amazon Redshift, JDBC database, hingga berbagai layanan pihak ketiga.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Glue Crawlers<\/strong><\/h3>\n\n\n\n<p>Crawler secara otomatis membaca struktur data dan mengidentifikasi schema, tipe data, serta metadata yang kemudian disimpan ke dalam <strong>AWS Glue Data Catalog<\/strong>. Dengan proses ini, administrator tidak perlu mendefinisikan struktur tabel secara manual.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data Catalog<\/strong><\/h3>\n\n\n\n<p>AWS Glue Data Catalog berfungsi sebagai repositori metadata terpusat. Metadata ini dapat digunakan oleh berbagai layanan AWS seperti Amazon Athena, Amazon EMR, Amazon Redshift Spectrum, maupun layanan analitik lainnya sehingga seluruh organisasi memiliki referensi data yang konsisten.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>ETL Job<\/strong><\/h3>\n\n\n\n<p>Setelah data terdaftar di Data Catalog, pengguna dapat membuat proses transformasi menggunakan AWS Glue Studio maupun script berbasis Apache Spark. AWS Glue akan menjalankan job tersebut dalam lingkungan serverless tanpa memerlukan konfigurasi cluster.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Monitoring<\/strong><\/h3>\n\n\n\n<p>Seluruh proses ETL dapat dipantau melalui AWS Glue Console dan terintegrasi dengan layanan monitoring AWS sehingga memudahkan pelacakan performa maupun troubleshooting.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Baca Juga:\u00a0<\/em><strong><a href=\"https:\/\/alldataint.com\/articles\/amazon-redshift-membangun-data-warehouse-modern-untuk-pengambilan-keputusan-yang-lebih-cepat\/\">Amazon Redshift: Membangun Data Warehouse Modern untuk Pengambilan Keputusan yang Lebih Cepat<\/a><\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Fitur Utama AWS Glue<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Glue Studio<\/strong><\/h3>\n\n\n\n<p>AWS Glue Studio menyediakan antarmuka visual yang memudahkan pembuatan pipeline ETL tanpa harus menulis seluruh kode secara manual. Pengembang dapat menyusun alur transformasi menggunakan editor visual, sementara AWS Glue akan menghasilkan kode yang diperlukan di belakang layar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Glue Data Catalog<\/strong><\/h3>\n\n\n\n<p>Data Catalog menjadi pusat metadata yang menyimpan informasi mengenai tabel, schema, partisi, dan lokasi data. Kehadiran katalog ini membuat data lebih mudah dicari dan digunakan oleh berbagai layanan analitik.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Glue Crawlers<\/strong><\/h3>\n\n\n\n<p>Crawler mampu melakukan pemindaian otomatis terhadap sumber data dan memperbarui metadata ketika terjadi perubahan struktur data. Hal ini membantu menjaga konsistensi katalog tanpa intervensi manual.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Serverless ETL<\/strong><\/h3>\n\n\n\n<p>Seluruh proses ETL berjalan tanpa pengelolaan server. AWS secara otomatis melakukan provisioning, scaling, dan optimasi sumber daya berdasarkan kebutuhan workload.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Streaming ETL<\/strong><\/h3>\n\n\n\n<p>Selain pemrosesan batch, AWS Glue juga mendukung pemrosesan data streaming sehingga organisasi dapat mengolah data secara hampir real-time dari layanan seperti Amazon Kinesis maupun Apache Kafka.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Keunggulan AWS Glue Dibanding ETL Tradisional<\/strong><\/h2>\n\n\n\n<p>Salah satu keunggulan terbesar AWS Glue adalah kemampuannya menghilangkan kebutuhan untuk mengelola infrastruktur ETL. Pada solusi tradisional, organisasi harus menyediakan server, menginstal software ETL, melakukan upgrade versi, hingga mengatur kapasitas komputasi.<\/p>\n\n\n\n<p>Dengan AWS Glue, seluruh proses tersebut telah dikelola oleh AWS sehingga tim dapat lebih fokus pada kualitas data dan pengembangan pipeline.<\/p>\n\n\n\n<p>Keunggulan lainnya adalah kemampuan untuk melakukan penskalaan secara otomatis. Ketika volume data meningkat dari gigabyte menjadi terabyte atau bahkan petabyte, AWS Glue dapat menyesuaikan sumber daya tanpa konfigurasi manual.<\/p>\n\n\n\n<p>Selain itu, model pembayaran pay-as-you-go membuat biaya lebih efisien karena perusahaan hanya membayar ketika job benar-benar dijalankan.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Integrasi AWS Glue dengan Layanan AWS<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/08\/aws-glue-impementation-in-aws-1024x559.webp\" alt=\"aws-glue-impementation-in-aws\" class=\"wp-image-7652\" srcset=\"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/08\/aws-glue-impementation-in-aws-1024x559.webp 1024w, https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/08\/aws-glue-impementation-in-aws-300x164.webp 300w, https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/08\/aws-glue-impementation-in-aws-768x419.webp 768w, https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/08\/aws-glue-impementation-in-aws.webp 1408w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>AWS Glue dirancang untuk bekerja erat dengan ekosistem AWS.<\/p>\n\n\n\n<p>Beberapa integrasi yang paling umum digunakan antara lain:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon S3 sebagai data lake.<\/li>\n\n\n\n<li>Amazon Redshift sebagai data warehouse.<\/li>\n\n\n\n<li>Amazon Athena untuk query langsung pada data di S3.<\/li>\n\n\n\n<li>Amazon RDS sebagai sumber database operasional.<\/li>\n\n\n\n<li>Amazon EMR untuk analitik big data.<\/li>\n\n\n\n<li>AWS Lake Formation untuk tata kelola data.<\/li>\n\n\n\n<li>Amazon SageMaker untuk Machine Learning.<\/li>\n<\/ul>\n\n\n\n<p>Integrasi yang erat ini memungkinkan organisasi membangun arsitektur data modern tanpa perlu menggunakan banyak alat yang berbeda.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Use Case AWS Glue<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data Warehouse<\/strong><\/h3>\n\n\n\n<p>AWS Glue sering digunakan untuk memindahkan data dari database operasional menuju data warehouse sehingga laporan bisnis selalu menggunakan data terbaru.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data Lake<\/strong><\/h3>\n\n\n\n<p>Organisasi dapat mengintegrasikan berbagai jenis data terstruktur maupun tidak terstruktur ke Amazon S3, kemudian mengelolanya menggunakan AWS Glue Data Catalog.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Business Intelligence<\/strong><\/h3>\n\n\n\n<p>Pipeline ETL yang dibangun menggunakan AWS Glue memungkinkan dashboard Business Intelligence memperoleh data yang telah dibersihkan dan ditransformasikan secara konsisten.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Machine Learning<\/strong><\/h3>\n\n\n\n<p>Model Machine Learning membutuhkan data berkualitas tinggi. AWS Glue membantu menyiapkan dataset melalui proses pembersihan, normalisasi, dan transformasi sebelum digunakan untuk pelatihan model.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Artificial Intelligence<\/strong><\/h3>\n\n\n\n<p>Aplikasi AI Generatif dan analitik modern membutuhkan pipeline data yang stabil. AWS Glue dapat menjadi fondasi untuk menyediakan data yang siap dikonsumsi oleh layanan AI seperti Amazon Bedrock maupun Amazon SageMaker.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Best Practice Menggunakan AWS Glue<\/strong><\/h2>\n\n\n\n<p>Sebelum membangun pipeline ETL, organisasi sebaiknya merancang struktur data dan skema metadata yang konsisten agar AWS Glue Crawlers dapat menghasilkan katalog yang akurat.<\/p>\n\n\n\n<p>Gunakan partisi pada data di Amazon S3 untuk meningkatkan performa query sekaligus mengurangi biaya pemrosesan.<\/p>\n\n\n\n<p>Lakukan monitoring secara berkala terhadap durasi job, penggunaan resource, serta kegagalan proses ETL agar pipeline tetap optimal.<\/p>\n\n\n\n<p>Manfaatkan AWS Glue Studio untuk mempercepat pengembangan pipeline, terutama bagi tim yang membutuhkan pendekatan visual.<\/p>\n\n\n\n<p>Terakhir, kombinasikan AWS Glue dengan AWS Lake Formation untuk menerapkan tata kelola data, kontrol akses, dan keamanan yang lebih baik pada lingkungan enterprise.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mengapa Memilih All Data International sebagai Partner AWS?<\/strong><\/h2>\n\n\n\n<p>Sebagai AWS Partner di Indonesia, All Data International membantu perusahaan membangun modern data platform menggunakan layanan AWS seperti Amazon S3, Amazon Redshift, AWS Glue, Amazon Athena, AWS Lake Formation, dan Amazon SageMaker.<\/p>\n\n\n\n<p>Tim konsultan membantu mulai dari assessment, desain arsitektur, implementasi ETL, migrasi data, hingga optimalisasi performa sehingga perusahaan dapat memanfaatkan data secara maksimal untuk mendukung pengambilan keputusan berbasis data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Kesimpulan<\/strong><\/h2>\n\n\n\n<p><strong>AWS Glue<\/strong> merupakan layanan ETL modern berbasis serverless yang menyederhanakan proses integrasi data di cloud. Dengan fitur seperti AWS Glue Studio, Data Catalog, Crawlers, dan dukungan terhadap batch maupun streaming ETL, organisasi dapat membangun pipeline data yang lebih cepat, aman, dan mudah diskalakan.<\/p>\n\n\n\n<p>Bagi perusahaan yang sedang mengembangkan data warehouse, data lake, Business Intelligence, maupun Artificial Intelligence, AWS Glue menjadi salah satu layanan utama dalam ekosistem AWS karena mampu mengurangi kompleksitas operasional sekaligus mempercepat transformasi data menjadi insight yang bernilai bisnis.<\/p>\n\n\n\n<p>Sumber:\u00a0<a href=\"https:\/\/aws.amazon.com\/glue\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Glue<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Apa Itu AWS Glue? AWS Glue adalah layanan serverless data integration dari Amazon Web Services (AWS) yang dirancang untuk memudahkan [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":7597,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[300,17],"tags":[],"class_list":["post-7651","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws","category-data-integration"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -<\/title>\n<meta name=\"description\" content=\"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -\" \/>\n<meta property=\"og:description\" content=\"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/alldataint\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-04T08:24:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"720\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"All Data International\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@alldataint\" \/>\n<meta name=\"twitter:site\" content=\"@alldataint\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"All Data International\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/\"},\"author\":{\"name\":\"All Data International\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#\\\/schema\\\/person\\\/ba7ba14be59e749ad963b03c256bdf90\"},\"headline\":\"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise\",\"datePublished\":\"2026-08-04T08:24:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/\"},\"wordCount\":1168,\"publisher\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp\",\"articleSection\":[\"AWS\",\"Data Integration\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/\",\"name\":\"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp\",\"datePublished\":\"2026-08-04T08:24:42+00:00\",\"description\":\"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#primaryimage\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp\",\"contentUrl\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp\",\"width\":720,\"height\":720,\"caption\":\"Layanan ETL Serverless untuk Integrasi Data Modern\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#website\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/\",\"name\":\"\",\"description\":\"AI anda Data Analytics Indonesia\",\"publisher\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#organization\",\"name\":\"PT All Data International\",\"alternateName\":\"PT All Data International\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/all-data-international-logo-website.png\",\"contentUrl\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/all-data-international-logo-website.png\",\"width\":500,\"height\":127,\"caption\":\"PT All Data International\"},\"image\":{\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/alldataint\\\/\",\"https:\\\/\\\/x.com\\\/alldataint\",\"https:\\\/\\\/www.instagram.com\\\/alldataint\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/all-data-international\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/#\\\/schema\\\/person\\\/ba7ba14be59e749ad963b03c256bdf90\",\"name\":\"All Data International\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/litespeed\\\/avatar\\\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411\",\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/litespeed\\\/avatar\\\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411\",\"contentUrl\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/wp-content\\\/litespeed\\\/avatar\\\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411\",\"caption\":\"All Data International\"},\"url\":\"https:\\\/\\\/alldataint.com\\\/articles\\\/author\\\/all-data-international\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -","description":"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/","og_locale":"en_US","og_type":"article","og_title":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -","og_description":"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.","og_url":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/","article_publisher":"https:\/\/www.facebook.com\/alldataint\/","article_published_time":"2026-08-04T08:24:42+00:00","og_image":[{"width":720,"height":720,"url":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp","type":"image\/webp"}],"author":"All Data International","twitter_card":"summary_large_image","twitter_creator":"@alldataint","twitter_site":"@alldataint","twitter_misc":{"Written by":"All Data International","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#article","isPartOf":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/"},"author":{"name":"All Data International","@id":"https:\/\/alldataint.com\/articles\/#\/schema\/person\/ba7ba14be59e749ad963b03c256bdf90"},"headline":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise","datePublished":"2026-08-04T08:24:42+00:00","mainEntityOfPage":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/"},"wordCount":1168,"publisher":{"@id":"https:\/\/alldataint.com\/articles\/#organization"},"image":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp","articleSection":["AWS","Data Integration"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/","url":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/","name":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise -","isPartOf":{"@id":"https:\/\/alldataint.com\/articles\/#website"},"primaryImageOfPage":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#primaryimage"},"image":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp","datePublished":"2026-08-04T08:24:42+00:00","description":"AWS Glue, layanan ETL serverless dari AWS untuk membangun pipeline data modern, Data Catalog, Crawlers, dan integrasi data yang cepat serta skalabel.","breadcrumb":{"@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#primaryimage","url":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp","contentUrl":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2026\/07\/Layanan-ETL-Serverless-untuk-Integrasi-Data-Modern-.webp","width":720,"height":720,"caption":"Layanan ETL Serverless untuk Integrasi Data Modern"},{"@type":"BreadcrumbList","@id":"https:\/\/alldataint.com\/articles\/aws-glue-etl-modern-di-cloud-untuk-integrasi-data-enterprise\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/alldataint.com\/articles\/"},{"@type":"ListItem","position":2,"name":"AWS Glue: ETL Modern di Cloud untuk Integrasi Data Enterprise"}]},{"@type":"WebSite","@id":"https:\/\/alldataint.com\/articles\/#website","url":"https:\/\/alldataint.com\/articles\/","name":"","description":"AI anda Data Analytics Indonesia","publisher":{"@id":"https:\/\/alldataint.com\/articles\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/alldataint.com\/articles\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/alldataint.com\/articles\/#organization","name":"PT All Data International","alternateName":"PT All Data International","url":"https:\/\/alldataint.com\/articles\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/alldataint.com\/articles\/#\/schema\/logo\/image\/","url":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2022\/12\/all-data-international-logo-website.png","contentUrl":"https:\/\/alldataint.com\/articles\/wp-content\/uploads\/2022\/12\/all-data-international-logo-website.png","width":500,"height":127,"caption":"PT All Data International"},"image":{"@id":"https:\/\/alldataint.com\/articles\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/alldataint\/","https:\/\/x.com\/alldataint","https:\/\/www.instagram.com\/alldataint\/","https:\/\/www.linkedin.com\/company\/all-data-international\/"]},{"@type":"Person","@id":"https:\/\/alldataint.com\/articles\/#\/schema\/person\/ba7ba14be59e749ad963b03c256bdf90","name":"All Data International","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/alldataint.com\/articles\/wp-content\/litespeed\/avatar\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411","url":"https:\/\/alldataint.com\/articles\/wp-content\/litespeed\/avatar\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411","contentUrl":"https:\/\/alldataint.com\/articles\/wp-content\/litespeed\/avatar\/61f7f44c6162d5dfecfa0284391b77e4.jpg?ver=1785501411","caption":"All Data International"},"url":"https:\/\/alldataint.com\/articles\/author\/all-data-international\/"}]}},"_links":{"self":[{"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/posts\/7651","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/comments?post=7651"}],"version-history":[{"count":1,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/posts\/7651\/revisions"}],"predecessor-version":[{"id":7653,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/posts\/7651\/revisions\/7653"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/media\/7597"}],"wp:attachment":[{"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/media?parent=7651"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/categories?post=7651"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alldataint.com\/articles\/wp-json\/wp\/v2\/tags?post=7651"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}