{"id":704,"date":"2020-11-20T12:08:23","date_gmt":"2020-11-20T12:08:23","guid":{"rendered":"https:\/\/www.myecole.it\/biblio\/?p=704"},"modified":"2020-11-20T12:08:24","modified_gmt":"2020-11-20T12:08:24","slug":"a-survey-on-platforms-for-big-data-analytics","status":"publish","type":"post","link":"https:\/\/www.myecole.it\/biblio\/a-survey-on-platforms-for-big-data-analytics\/","title":{"rendered":"A survey on platforms for big data analytics"},"content":{"rendered":"\n<p>Abstract&nbsp;<\/p>\n\n\n\n<p><em>The primary purpose of this paper is to provide an in-depth analysis of different platforms available for performing big data analytics. This paper surveys different hardware platforms available for big data analytics and assesses the advantages and drawbacks of each of these platforms based on various metrics such as scalability, data I\/O rate, fault tolerance, real-time processing, data size supported and iterative task support. In addition to the hardware, a detailed description of the software frameworks used within each of these platforms is also discussed along with their strengths and drawbacks. Some of the critical characteristics described here can potentially aid the readers in making an informed decision about the right choice of platforms depending on their computational needs.<\/em><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\">Scarica il pdf<\/a><\/div>\n<\/div>\n\n\n\n<p>Accessibile da <a href=\"https:\/\/journalofbigdata.springeropen.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Journal of Big Data &#8211; Springer Online<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract&nbsp; The primary purpose of this paper is to provide an in-depth analysis of different platforms available for performing big data analytics. This paper surveys [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":584,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[185,157,196],"tags":[],"class_list":["post-704","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-basics-databases-dataquality","category-data-knowledge-models","category-technologies-for-big-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v15.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A survey on platforms for big data analytics | Biblioteca Multimediale<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.myecole.it\/biblio\/a-survey-on-platforms-for-big-data-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A survey on platforms for big data analytics | Biblioteca Multimediale\" \/>\n<meta property=\"og:description\" content=\"Abstract&nbsp; The primary purpose of this paper is to provide an in-depth analysis of different platforms available for performing big data analytics. 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