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Penelitian ini bertujuan untuk mengidentifikasi keunggulan dan kelemahan masing-masing platform dalam konteks deployment model machine learning, dengan fokus pada kinerja, skalabilitas, biaya, dan kemudahan pengelolaan. Analisis dilakukan dengan mengimplementasikan model machine learning pada kedua platform dan mengevaluasi hasilnya berdasarkan metrik yang relevan. Hasil perbandingan diharapkan dapat memberikan rekomendasi yang jelas mengenai platform terbaik untuk deployment aplikasi machine learning berbasis serverless. Laporan ini disusun untuk memenuhi sebagian persyaratan gelar Sarjana Teknik di Jurusan Teknik Elektro Universitas Jenderal Soedirman.",{"@graph":63,"@context":120},[64,81,103],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,72,75,78],{"item":68,"name":69,"@type":70,"position":71},"https://docshare.wps.com","Home","ListItem",1,{"item":73,"name":9,"@type":70,"position":74},"https://docshare.wps.com/id/document/",2,{"item":76,"name":31,"@type":70,"position":77},"https://docshare.wps.com/id/document/penelitian-laporan/",3,{"item":79,"name":59,"@type":70,"position":80},"https://docshare.wps.com/id/document/comparison-analysis-of-serverless-deployment-machine-learning-using-app-engine-and-cloud-function-on-spezia-application/118858/",4,{"url":79,"name":59,"@type":82,"image":83,"author":88,"headline":59,"publisher":91,"fileFormat":94,"inLanguage":57,"description":61,"dateModified":95,"datePublished":96,"encodingFormat":94,"isAccessibleForFree":97,"interactionStatistic":98},"DigitalDocument",{"url":84,"@type":85,"width":86,"height":87},"https://docshare.wps.com/thumbnails/comparison-analysis-of-serverless-deployment-machine-learning-using-app-engine-and-cloud-function-on-spezia-application/118858.png","ImageObject",300,407,{"name":89,"@type":90},"Lucas Martin","Person",{"url":68,"name":92,"@type":93},"DocShare","Organization","application/pdf","2026-09-20","2026-08-03",true,{"@type":99,"interactionType":100,"userInteractionCount":102},"InteractionCounter",{"@type":101},"ViewAction",6,{"@type":104,"mainEntity":105},"FAQPage",[106,112,116],{"name":107,"@type":108,"acceptedAnswer":109},"Apa tujuan utama dari analisis perbandingan ini?","Question",{"text":110,"@type":111},"Tujuan utama dari analisis ini adalah untuk membandingkan metode deployment serverless menggunakan App Engine dan Cloud Function untuk aplikasi machine learning, guna mengidentifikasi keunggulan dan kelemahan masing-masing platform.","Answer",{"name":113,"@type":108,"acceptedAnswer":114},"Platform apa saja yang dibandingkan dalam analisis ini?",{"text":115,"@type":111},"Analisis ini membandingkan dua platform deployment serverless, yaitu Google App Engine dan Google Cloud Functions.",{"name":117,"@type":108,"acceptedAnswer":118},"Apa aplikasi yang digunakan dalam perbandingan deployment ini?",{"text":119,"@type":111},"Aplikasi yang digunakan dalam perbandingan deployment ini bernama Spezia.","https://schema.org",{"og:url":79,"og:type":122,"og:title":59,"og:site_name":92,"og:description":61},"article",{"robots":124,"canonical":79},"index,follow",{"doc_id":126,"site_id":56},118858,1785720655,{"code":4,"msg":5,"data":129},{"doc_id":126,"user_id":130,"nickname":89,"user_avatar":131,"doc_module":4,"category_id":30,"category_name":31,"doc_title":59,"doc_description":61,"doc_content":132,"file_id":133,"file_url":134,"file_type":135,"file_size":136,"view_count":102,"is_deleted":4,"is_public":71,"is_downloadable":71,"audit_status":71,"page_count":77,"language":137,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":138,"faqs":139,"seo_title":140,"seo_description":61,"update_tm":127,"read_time":141},962084925502,"https://ap-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","LAPORAN TUGASAKHIR  \nANALISIS PERBANDINGAN SERVERLESS DEPLOYMENT MACHINE LEARNING MENGGUNAKAN APP ENGINE DAN CLOUD FUNCTION  \nPADAAPLIKASI SPEZIA  \nDisusun untuk memenuhi sebagian persyaratan memperoleh gelar Sarjana Teknik di Jurusan Teknik Elektro Universitas Jenderal Soedirman  \nDisusun oleh:  \nMazaya Syarafina H1A019006  \nKEMENTERIAN PENDIDIKAN, KEBUDAYAAN, RISET DAN  \nTEKNOLOGI  \nUNIVERSITAS JENDERAL SOEDIRMAN FAKULTAS TEKNIK  \nJURUSAN/PROGRAM STUDI TEKNIK ELEKTRO  \nPURBALINGGA  \nLAPORAN TUGASAKHIR  \nANALISIS PERBANDINGAN SERVERLESS DEPLOYMENT MACHINE LEARNING MENGGUNAKAN APP ENGINE DAN CLOUD FUNCTION  \nPADAAPLIKASI SPEZIA  \nDisusun untuk memenuhi sebagian persyaratan memperoleh gelar Sarjana Teknik di Jurusan Teknik Elektro Universitas Jenderal Soedirman  \nDisusun oleh:  \nMazaya Syarafina  \nH1A019006  \nKEMENTERIAN PENDIDIKAN, KEBUDAYAAN, RISET DAN  \nTEKNOLOGI  \nUNIVERSITAS JENDERAL SOEDIRMAN FAKULTAS TEKNIK  \nJURUSAN/PROGRAM STUDI TEKNIK ELEKTRO  \nPURBALINGGA","cbCaiato1y2HPxhu","https://ap.wps.com/l/cbCaiato1y2HPxhu","pdf",341585,"Indonesian","# Laporan Tugas Akhir\n## Analisis Perbandingan Serverless Deployment Machine Learning Menggunakan App Engine dan Cloud Function pada Aplikasi Spezia","[{\"question\":\"Apa tujuan utama dari analisis perbandingan ini?\",\"answer\":\"Tujuan utama dari analisis ini adalah untuk membandingkan metode deployment serverless menggunakan App Engine dan Cloud Function untuk aplikasi machine learning, guna mengidentifikasi keunggulan dan kelemahan masing-masing platform.\"},{\"question\":\"Platform apa saja yang dibandingkan dalam analisis ini?\",\"answer\":\"Analisis ini membandingkan dua platform deployment serverless, yaitu Google App Engine dan Google Cloud Functions.\"},{\"question\":\"Apa aplikasi yang digunakan dalam perbandingan deployment ini?\",\"answer\":\"Aplikasi yang digunakan dalam perbandingan deployment ini bernama Spezia.\"}]","Analisis Perbandingan Serverless Deployment Machine Learning Menggunakan App Engine dan Cloud Function pada Aplikasi Spezia | PDF",5]