{"id":7251,"date":"2023-12-20T15:42:52","date_gmt":"2023-12-20T08:42:52","guid":{"rendered":"https:\/\/onesme.vn\/blog\/?p=7251"},"modified":"2025-02-25T17:02:17","modified_gmt":"2025-02-25T10:02:17","slug":"big-data-va-dien-toan-dam-may","status":"publish","type":"post","link":"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html","title":{"rendered":"Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y &#8211; M\u1ed1i quan h\u1ec7 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o"},"content":{"rendered":"<p><span style=\"font-family: verdana, geneva, sans-serif;\"><b><i>Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y <\/i><\/b><i><span style=\"font-weight: 400;\">\u0111\u00e3 v\u00e0 \u0111ang tr\u1edf th\u00e0nh hai xu h\u01b0\u1edbng quan tr\u1ecdng trong vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd th\u00f4ng tin. C\u1ea3 hai h\u00ecnh th\u1ee9c c\u00f3 m\u1ed1i quan h\u1ec7 m\u1eadt thi\u1ebft v\u1edbi nhau, \u0111\u1ea3m b\u1ea3o h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 linh ho\u1ea1t. V\u1eady hai s\u1ea3n ph\u1ea9m n\u00e0y c\u00f3 c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o? M\u1ed1i quan h\u1ec7 ra sao? T\u1ea5t c\u1ea3 s\u1ebd \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p c\u1ee5 th\u1ec3 th\u00f4ng qua nh\u1eefng th\u00f4ng tin d\u01b0\u1edbi.\u00a0<\/span><\/i><\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_43 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">M\u1ee5c l\u1ee5c<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69e045f294fc9\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #000000;color:#000000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #000000;color:#000000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69e045f294fc9\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#1_Hieu_dung_ve_Big_Data\" title=\"1. Hi\u1ec3u \u0111\u00fang v\u1ec1 Big Data\">1. Hi\u1ec3u \u0111\u00fang v\u1ec1 Big Data<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#11_Big_Data_la_gi\" title=\"1.1 Big Data l\u00e0 g\u00ec?\">1.1 Big Data l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#12_Cach_thuc_hoat_dong\" title=\"1.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng\">1.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#13_Doi_tuong_va_linh_vuc_ap_dung\" title=\"1.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng\">1.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#2_Hieu_dung_ve_dien_toan_dam_may\" title=\"2. Hi\u1ec3u \u0111\u00fang v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y\">2. Hi\u1ec3u \u0111\u00fang v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#21_Dien_toan_dam_may_la_gi\" title=\"2.1 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 g\u00ec?\u00a0\">2.1 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 g\u00ec?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#22_Cach_thuc_hoat_dong\" title=\"2.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng\">2.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#23_Doi_tuong_va_linh_vuc_ap_dung\" title=\"2.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng\">2.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#3_Diem_khac_biet_giua_Big_Data_va_dien_toan_dam_may\" title=\"3. \u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y\">3. \u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/big-data-va-dien-toan-dam-may.html\/#4_Moi_quan_he_giua_Big_Data_va_dien_toan_dam_may\" title=\"4. M\u1ed1i quan h\u1ec7 gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y\">4. M\u1ed1i quan h\u1ec7 gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"1_Hieu_dung_ve_Big_Data\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">1. Hi\u1ec3u \u0111\u00fang v\u1ec1 Big Data<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng th\u00f4ng tin c\u01a1 b\u1ea3n v\u1ec1 Big Data ng\u01b0\u1eddi v\u1eadn h\u00e0nh doanh nghi\u1ec7p n\u00e0o c\u0169ng c\u1ea7n n\u1eafm r\u00f5.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Big_Data_la_gi\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">1.1 Big Data l\u00e0 g\u00ec?<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-family: verdana, geneva, sans-serif;\"><span style=\"font-weight: 400;\">Big Data hay \u201cd\u1eef li\u1ec7u l\u1edbn\u201d \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn l\u00e0<strong> h\u00e0ng tri\u1ec7u t\u1ec7p d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3<\/strong> (l\u00ean \u0111\u1ebfn h\u00e0ng terabyte, petabyte) tr\u00ean c\u00e1c thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed v\u00e0 \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00e1c ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn c\u1ee7a doanh nghi\u1ec7p. <\/span><span style=\"font-weight: 400;\">Ch\u00fang ph\u1ee9c t\u1ea1p v\u00e0 r\u1ea5t kh\u00f3 \u0111\u1ec3 x\u1eed l\u00fd m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng b\u1eb1ng c\u00e1ch ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng. <\/span><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">Ch\u00ednh v\u00ec th\u1ebf, doanh nghi\u1ec7p s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd Big Data nh\u01b0 m\u1ed9t ngu\u1ed3n t\u00e0i nguy\u00ean qu\u00fd gi\u00e1 <strong>\u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 chuy\u1ec3n \u0111\u1ed5i th\u00e0nh th\u00f4ng tin h\u1eefu \u00edch<\/strong>, gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Cach_thuc_hoat_dong\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">1.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ea5t r\u1ea5t nhi\u1ec1u th\u1eddi gian do c\u00f4ng ngh\u1ec7 kh\u00f4ng \u0111\u1ee7 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef m\u1ed9t l\u01b0\u1ee3ng l\u1edbn th\u00f4ng tin. Tuy nhi\u00ean, nh\u1edd v\u00e0o s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, <strong>c\u00f4ng ngh\u1ec7 Big Data gi\u00fap x\u1eed l\u00fd, ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 trong kho\u1ea3ng th\u1eddi gian ng\u1eafn.\u00a0<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">D\u1eef li\u1ec7u sau khi \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u \u1ee9ng d\u1ee5ng, c\u00f4ng c\u1ee5 kh\u00e1c nhau s\u1ebd \u0111\u01b0\u1ee3c<strong> thu th\u1eadp v\u00e0 l\u01b0u tr\u1eef tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng t\u1ed1i \u01b0u h\u00f3a dung l\u01b0\u1ee3ng l\u1edbn.<\/strong> Khi c\u00f3 nhu c\u1ea7u x\u1eed l\u00fd, ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n \u0111\u01b0a y\u00eau c\u1ea7u v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 s\u1ebd x\u1eed l\u00fd. Hi\u1ec7n nay, c\u00f3 nhi\u1ec1u c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd Big Data nh\u01b0: <strong>Apache Spark, Apache Hadoop, Apache Kafka, v.v \u2026<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">C\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng Big Data kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng m\u00e0 c\u00f2n l\u00e0 ph\u1ea7n quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p t\u1eadn d\u1ee5ng h\u1ec7 th\u1ed1ng th\u00f4ng tin trong th\u1eddi \u0111\u1ea1i c\u00f4ng nghi\u1ec7p s\u1ed1. M<strong>\u1ed7i ng\u00e0y, Big Data c\u00f3 th\u1ec3 sinh ra m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ef1c l\u1edbn<\/strong>, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi h\u00e0ng t\u1ef7 \u0111\u0129a DVD tr\u01b0\u1edbc \u0111\u00e2y.\u00a0<\/span><\/p>\n<figure id=\"attachment_7252\" aria-describedby=\"caption-attachment-7252\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7252\" src=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-la-tap-hop-cac-du-lieu-tao-ra-boi-hoat-dong-truc-tuyen-cua-doanh-nghiep.jpg\" alt=\"Big Data l\u00e0 t\u1eadp h\u1ee3p c\u00e1c d\u1eef li\u1ec7u t\u1ea1o ra b\u1edfi ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn c\u1ee7a doanh nghi\u1ec7p\" width=\"650\" height=\"362\" srcset=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-la-tap-hop-cac-du-lieu-tao-ra-boi-hoat-dong-truc-tuyen-cua-doanh-nghiep.jpg 650w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-la-tap-hop-cac-du-lieu-tao-ra-boi-hoat-dong-truc-tuyen-cua-doanh-nghiep-300x167.jpg 300w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-la-tap-hop-cac-du-lieu-tao-ra-boi-hoat-dong-truc-tuyen-cua-doanh-nghiep-150x84.jpg 150w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-7252\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: verdana, geneva, sans-serif;\">Big Data l\u00e0 t\u1eadp h\u1ee3p c\u00e1c d\u1eef li\u1ec7u t\u1ea1o ra b\u1edfi ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn c\u1ee7a doanh nghi\u1ec7p<\/span><\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"13_Doi_tuong_va_linh_vuc_ap_dung\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">1.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">C\u00f3 r\u1ea5t nhi\u1ec1u l\u0129nh v\u1ef1c ph\u00f9 h\u1ee3p v\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng Big Data v\u00e0o trong vi\u1ec7c thu th\u1eadp, d\u1ef1 tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u. C\u1ee5 th\u1ec3, c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng k\u00e8m l\u1ee3i \u00edch c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\"><strong>Theo d\u00f5i h\u00e0nh vi &amp; th\u00f3i quen mua s\u1eafm<\/strong> <strong>\u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong c\u00e1c ng\u00e0nh ngh\u1ec1<\/strong>: B\u00e1n l\u1ebb, ng\u00e2n h\u00e0ng, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, Digital Marketing. T\u1eeb \u0111\u00f3 gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c b\u00e1n h\u00e0ng v\u00e0 tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\"><strong>Gi\u00e1m s\u00e1t thanh to\u00e1n v\u00e0 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho c\u00e1c ng\u00e0nh ngh\u1ec1 nh\u01b0<\/strong>: Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed (c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u0103ng c\u01b0\u1eddng an to\u00e0n thanh to\u00e1n tr\u1ef1c tuy\u1ebfn), ng\u0103n ch\u1eb7n n\u1ed9i dung \u0111en (ng\u0103n ch\u1eb7n c\u00e1c giao d\u1ecbch b\u1ea5t h\u1ee3p ph\u00e1p) d\u1ef1a tr\u00ean ho\u1ea1t \u0111\u1ed9ng l\u1ecbch s\u1eed c\u1ee7a kh\u00e1ch h\u00e0ng.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\"><strong>K\u1ebft h\u1ee3p d\u1eef li\u1ec7u t\u1eeb giai \u0111o\u1ea1n v\u1eadn chuy\u1ec3n v\u1edbi l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp si\u00eau \u0111\u1ecba ph\u01b0\u01a1ng<\/strong> cho c\u00e1c ng\u00e0nh ngh\u1ec1 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed. M\u1ee5c \u0111\u00edch l\u00e0 t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\"><strong>S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 AI<\/strong> \u00e1p d\u1ee5ng cho nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0: Ng\u00e2n h\u00e0ng, digital marketing, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, y t\u1ebf nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\"><strong>S\u1eed d\u1ee5ng d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh v\u00e0 GPS<\/strong> cho c\u00e1c ng\u00e0nh ngh\u1ec1 nh\u01b0 ng\u00e2n h\u00e0ng, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, y t\u1ebf \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5, \u0111\u1ea3m b\u1ea3o an to\u00e0n &amp; ch\u1ed1ng gian l\u1eadn.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: verdana, geneva, sans-serif;\"><strong>Xem th\u00eam:<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-family: verdana, geneva, sans-serif;\" data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Data Center l\u00e0 g\u00ec? 7+ Th\u00f4ng tin H\u1eeeU \u00cdCH m\u00e0 doanh nghi\u1ec7p c\u1ea7n bi\u1ebft&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:334467,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16777215},&quot;10&quot;:2,&quot;12&quot;:0,&quot;14&quot;:{&quot;1&quot;:2,&quot;2&quot;:1136076},&quot;15&quot;:&quot;arial,sans,sans-serif&quot;,&quot;19&quot;:0,&quot;21&quot;:1}\" data-sheets-formula=\"=VLOOKUP(R[-1]C[0];C[0]:C[1];2;0)\" data-sheets-hyperlink=\"https:\/\/onesme.vn\/blog\/san-pham\/data-center.html\"><a class=\"in-cell-link\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/data-center.html\" target=\"_blank\" rel=\"noopener\">Data Center l\u00e0 g\u00ec? 7+ Th\u00f4ng tin H\u1eeeU \u00cdCH m\u00e0 doanh nghi\u1ec7p c\u1ea7n bi\u1ebft<\/a><\/span><\/li>\n<li><span style=\"font-family: verdana, geneva, sans-serif;\" data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Data Center and Cloud Computing: N\u00ean s\u1eed d\u1ee5ng Trung t\u00e2m d\u1eef li\u1ec7u hay \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y?&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4226,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16777215},&quot;10&quot;:2,&quot;15&quot;:&quot;arial,sans,sans-serif&quot;}\" data-sheets-formula=\"=VLOOKUP(R[-1]C[0];C[0]:C[1];2;0)\" data-sheets-hyperlink=\"https:\/\/onesme.vn\/blog\/san-pham\/data-center-and-cloud.html\"><a class=\"in-cell-link\" href=\"https:\/\/onesme.vn\/blog\/san-pham\/data-center-va-cloud.html\" target=\"_blank\" rel=\"noopener\">Data Center and Cloud Computing: N\u00ean s\u1eed d\u1ee5ng Trung t\u00e2m d\u1eef li\u1ec7u hay \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y?<\/a><\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"2_Hieu_dung_ve_dien_toan_dam_may\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">2. Hi\u1ec3u \u0111\u00fang v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 th\u00f4ng tin chi ti\u1ebft v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"21_Dien_toan_dam_may_la_gi\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">2.1 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 g\u00ec?\u00a0<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, hay c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 Cloud Computing l\u00e0 <strong>t\u00ean g\u1ecdi c\u1ee7a m\u1ed9t s\u1ed1 m\u00e1y ch\u1ee7 do nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 qu\u1ea3n l\u00fd, d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 qua Internet<\/strong>. M\u00f4 h\u00ecnh d\u1ecbch v\u1ee5 n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp t\u00e0i nguy\u00ean \u0111i\u1ec7n to\u00e1n d\u00f9ng chung bao g\u1ed3m m\u1ea1ng, server, l\u01b0u tr\u1eef, \u1ee9ng d\u1ee5ng, d\u1ecbch v\u1ee5,&#8230;<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"22_Cach_thuc_hoat_dong\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">2.2 C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<strong> v\u1eadn h\u00e0nh d\u1ef1a tr\u00ean c\u01a1 ch\u1ebf chia s\u1ebb t\u00e0i nguy\u00ean \u1ea3o th\u00f4ng qua m\u1ea1ng internet.<\/strong> C\u00e1c c\u00e1 nh\u00e2n hay doanh nghi\u1ec7p kh\u00f4ng c\u1ea7n ph\u1ea3i \u0111\u1ea7u t\u01b0 chi ph\u00ed v\u00e0o vi\u1ec7c v\u1eadn h\u00e0nh hay qu\u1ea3n l\u00fd m\u00e1y ch\u1ee7. Thay v\u00e0o \u0111\u00f3, h\u1ecd truy c\u1eadp v\u00e0o kho t\u00e0i nguy\u00ean \u1ea3o d\u00f9ng chung v\u00e0 s\u1eed d\u1ee5ng \u0111\u1ebfn \u0111\u00e2u, tr\u1ea3 ph\u00ed \u0111\u1ebfn \u0111\u00f3. C\u00e1c trung t\u00e2m d\u1eef li\u1ec7u s\u1ebd l\u00e0 n\u01a1i m\u00e0 d\u1eef li\u1ec7u t\u1eadp trung r\u1ed3i ph\u00e2n ph\u1ed1i m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i.<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">Ngo\u00e0i ra, t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u quan tr\u1ecdng c\u1ee7a doanh nghi\u1ec7p c\u0169ng \u0111\u01b0\u1ee3c<strong> t\u1ef1 \u0111\u1ed9ng sao l\u01b0u trong \u0111\u00e1m m\u00e2y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh li\u00ean t\u1ee5c c\u1ee7a ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/strong> Ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u1ea7n n\u1eafm r\u00f5 v\u1ecb tr\u00ed c\u1ee5 th\u1ec3 c\u1ee7a t\u00e0i nguy\u00ean m\u00e0 ch\u1ec9 c\u1ea7n s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i nh\u01b0 m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n, laptop, \u0111i\u1ec7n tho\u1ea1i v\u00e0 k\u1ebft n\u1ed1i m\u1ea1ng \u0111\u1ec3 truy c\u1eadp, s\u1eed d\u1ee5ng.\u00a0<\/span><\/p>\n<figure id=\"attachment_7253\" aria-describedby=\"caption-attachment-7253\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7253\" src=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-tao-khong-gian-luu-tru-du-lieu-hieu-qua-cho-doanh-nghiep.jpg\" alt=\"\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1o kh\u00f4ng gian l\u01b0u tr\u1eef d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p\u00a0\" width=\"650\" height=\"366\" srcset=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-tao-khong-gian-luu-tru-du-lieu-hieu-qua-cho-doanh-nghiep.jpg 650w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-tao-khong-gian-luu-tru-du-lieu-hieu-qua-cho-doanh-nghiep-300x169.jpg 300w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-tao-khong-gian-luu-tru-du-lieu-hieu-qua-cho-doanh-nghiep-150x84.jpg 150w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-7253\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: verdana, geneva, sans-serif;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1o kh\u00f4ng gian l\u01b0u tr\u1eef d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p<\/span><\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"23_Doi_tuong_va_linh_vuc_ap_dung\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">2.3 \u0110\u1ed1i t\u01b0\u1ee3ng v\u00e0 l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>Ng\u01b0\u1eddi d\u00f9ng c\u00e1 nh\u00e2n: <\/b><span style=\"font-weight: 400;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1o kh\u00f4ng gian l\u01b0u tr\u1eef \u1ea3nh, video v\u00e0 t\u00e0i li\u1ec7u an to\u00e0n. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3i ph\u00f3ng kh\u00f4ng gian l\u01b0u tr\u1eef tr\u00ean thi\u1ebft b\u1ecb c\u00e1 nh\u00e2n m\u1ed9t c\u00e1ch \u0111\u00e1ng k\u1ec3.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>T\u1ed5 ch\u1ee9c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe:<\/b><span style=\"font-weight: 400;\"> V\u1edbi \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef v\u00e0 chia s\u1ebb nhanh ch\u00f3ng v\u00e0 an to\u00e0n. \u0110i\u1ec1u n\u00e0y gi\u00fap qu\u00e1 tr\u00ecnh th\u0103m kh\u00e1m, ch\u1eefa b\u1ec7nh hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>C\u00e1c c\u00f4ng ty d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh:<\/b><span style=\"font-weight: 400;\"> C\u00e1c d\u1eef li\u1ec7u v\u1ec1 th\u1ecb tr\u01b0\u1eddng, kh\u00e1ch h\u00e0ng, \u0111\u1ed1i th\u1ee7,&#8230; \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 gi\u00fap c\u00f4ng ty d\u1ec5 d\u00e0ng trong vi\u1ec7c \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c th\u00f4ng minh.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed:<\/b><span style=\"font-weight: 400;\"> \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap l\u01b0u tr\u1eef, qu\u1ea3n l\u00fd, chia s\u1ebb d\u1eef li\u1ec7u tr\u00f2 ch\u01a1i d\u1ec5 d\u00e0ng v\u00e0 nhanh ch\u00f3ng.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>\u1ee8ng d\u1ee5ng m\u1ea1ng x\u00e3 h\u1ed9i: <\/b><span style=\"font-weight: 400;\">V\u1edbi \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh, video t\u1ed1i \u01b0u h\u01a1n t\u1ea1o tr\u1ea3i nghi\u1ec7m t\u1ed1t cho ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>GPS: <\/b><span style=\"font-weight: 400;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u1ecb tr\u00ed h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp th\u00f4ng tin v\u1ec1 \u0111\u1ecba \u0111i\u1ec3m, ch\u1ec9 \u0111\u01b0\u1eddng,&#8230;<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>\u1ee8ng d\u1ee5ng h\u1ecdp tr\u1ef1c tuy\u1ebfn:<\/b><span style=\"font-weight: 400;\"> \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y gi\u00fap vi\u1ec7c t\u1ed5 ch\u1ee9c h\u1ecdp tr\u1ef1c tuy\u1ebfn cho m\u1ecdi ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng h\u01a1n. C\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p thu\u1eadn l\u1ee3i l\u01b0u tr\u1eef, chia s\u1ebb v\u00e0 t\u1ed1i \u01b0u h\u00f3a\u00a0 ho\u1ea1t \u0111\u1ed9ng l\u00e0m vi\u1ec7c tr\u00ean internet.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>\u1ee8ng d\u1ee5ng di\u1ec7t virus<\/b><span style=\"font-weight: 400;\">: Vi\u1ec7c qu\u00e9t v\u00e0 ph\u00e2n t\u00edch c\u00e1c m\u1ed1i nguy h\u1ea1i tr\u00ean m\u00f4i tr\u01b0\u1eddng internet d\u1ec5 d\u00e0ng h\u01a1n nh\u1edd \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea3o v\u1ec7 ng\u01b0\u1eddi d\u00f9ng hi\u1ec7u qu\u1ea3.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>\u1ee8ng d\u1ee5ng ch\u1ec9nh s\u1eeda h\u00ecnh \u1ea3nh: <\/b><span style=\"font-weight: 400;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y gi\u00fap x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef h\u00ecnh \u1ea3nh m\u1ed9t c\u00e1ch linh ho\u1ea1t.<\/span><\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"3_Diem_khac_biet_giua_Big_Data_va_dien_toan_dam_may\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">3. \u0110i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 hai kh\u00e1i ni\u1ec7m kh\u00e1c nhau v\u1edbi nh\u1eefng t\u00ednh n\u0103ng, c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng kh\u00e1c bi\u1ec7t. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u0111i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 c\u01a1 ch\u1ebf<\/b><span style=\"font-weight: 400;\">, Big Data l\u00e0 t\u1eadp h\u1ee3p kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u1ea1i l\u00e0 m\u00f4 h\u00ecnh m\u00e1y ch\u1ee7 cung c\u1ea5p t\u00e0i nguy\u00ean m\u00e1y t\u00ednh, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb xa th\u00f4ng qua internet.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 quy m\u00f4 d\u1eef li\u1ec7u<\/b><span style=\"font-weight: 400;\">, Big Data s\u1edf h\u1eefu d\u1eef li\u1ec7u v\u1edbi k\u00edch th\u01b0\u1edbc kh\u1ed5ng l\u1ed3, li\u00ean t\u1ee5c t\u0103ng nhanh theo th\u1eddi gian. C\u00f2n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u1ec1 c\u1eadp y\u00eau c\u1ea7u t\u00e0i nguy\u00ean m\u00e1y t\u00ednh qua internet s\u1eb5n c\u00f3.<\/span><\/span><\/li>\n<\/ul>\n<figure id=\"attachment_7254\" aria-describedby=\"caption-attachment-7254\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7254\" src=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-va-dien-toan-dam-may-khac-nhau-ve-muc-dich-cung-nhu-cach-thuc-xu-ly-du-lieu.jpg\" alt=\"Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y kh\u00e1c nhau v\u1ec1 m\u1ee5c \u0111\u00edch c\u0169ng nh\u01b0 c\u00e1ch th\u1ee9c x\u1eed l\u00fd d\u1eef li\u1ec7u\" width=\"650\" height=\"434\" srcset=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-va-dien-toan-dam-may-khac-nhau-ve-muc-dich-cung-nhu-cach-thuc-xu-ly-du-lieu.jpg 650w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-va-dien-toan-dam-may-khac-nhau-ve-muc-dich-cung-nhu-cach-thuc-xu-ly-du-lieu-300x200.jpg 300w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/big-data-va-dien-toan-dam-may-khac-nhau-ve-muc-dich-cung-nhu-cach-thuc-xu-ly-du-lieu-150x100.jpg 150w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-7254\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: verdana, geneva, sans-serif;\">Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y kh\u00e1c nhau v\u1ec1 m\u1ee5c \u0111\u00edch c\u0169ng nh\u01b0 c\u00e1ch th\u1ee9c x\u1eed l\u00fd d\u1eef li\u1ec7u<\/span><\/figcaption><\/figure>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 c\u00e1ch th\u1ee9c x\u1eed l\u00fd d\u1eef li\u1ec7u<\/b><span style=\"font-weight: 400;\">, Big Data s\u1eed d\u1ee5ng \u0111i\u1ec7n to\u00e1n ph\u00e2n t\u00e1n \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y th\u00ec s\u1eed d\u1ee5ng internet \u0111\u1ec3 truy c\u1eadp c\u00e1c d\u1ecbch v\u1ee5 t\u1eeb nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 m\u1ee5c \u0111\u00edch v\u1eadn h\u00e0nh<\/b><span style=\"font-weight: 400;\">, Big Data t\u1eadp trung t\u1ed5 ch\u1ee9c d\u1eef li\u1ec7u \u0111\u1ec3 t\u1ea1o ra th\u00f4ng tin h\u1eefu \u00edch nh\u1eb1m \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c cho doanh nghi\u1ec7p. C\u00f2n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y\u00a0 cung c\u1ea5p t\u00e0i nguy\u00ean m\u00e1y t\u00ednh, l\u01b0u tr\u1eef v\u00e0 d\u1ecbch v\u1ee5 c\u00f4ng ngh\u1ec7 th\u00f4ng tin t\u1eeb xa.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 m\u1ee9c \u0111\u1ed9 \u0111a d\u1ea1ng d\u1eef li\u1ec7u<\/b><span style=\"font-weight: 400;\">, Big Data bao g\u1ed3m c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u l\u00e0 c\u00f3 c\u1ea5u tr\u00fac, phi c\u1ea5u tr\u00fac v\u00e0 b\u00e1n c\u1ea5u tr\u00fac t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. C\u00f2n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1eadp trung cung c\u1ea5p c\u00e1c d\u1eef li\u1ec7u c\u00f4ng ngh\u1ec7, bao g\u1ed3m IaaS, PaaS, v\u00e0 SaaS.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><b>V\u1ec1 ngu\u1ed3n g\u1ed1c d\u1eef li\u1ec7u,<\/b><span style=\"font-weight: 400;\"> Big Data xu\u1ea5t ph\u00e1t t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed hay c\u1ea3m bi\u1ebfn IoT,&#8230; C\u00f2n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y xu\u1ea5t ph\u00e1t t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p nh\u01b0 AWS, IBM Cloud Services, Azure, Google Cloud Platform,&#8230;<\/span><\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"4_Moi_quan_he_giua_Big_Data_va_dien_toan_dam_may\"><\/span><strong><span style=\"font-family: verdana, geneva, sans-serif;\">4. M\u1ed1i quan h\u1ec7 gi\u1eefa Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-family: verdana, geneva, sans-serif;\"><b>Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y c\u00f3 m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd d\u1ef1a tr\u00ean vi\u1ec7c h\u1ee3p t\u00e1c v\u00e0 t\u1eadn d\u1ee5ng l\u1eabn nhau. <\/b><span style=\"font-weight: 400;\">Ch\u00fang c\u00f3 s\u1ef1 th\u00fac \u0111\u1ea9y l\u1eabn nhau v\u00e0 mang \u0111\u1ebfn nhi\u1ec1u s\u1ef1 h\u1ed7 tr\u1ee3 tuy\u1ec7t v\u1eddi cho qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a m\u1ed9t doanh nghi\u1ec7p, nh\u1ea5t l\u00e0 vi\u1ec7c \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c ho\u1ea1t \u0111\u1ed9ng.\u00a0<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">C\u00f3 th\u1ec3 n\u00f3i Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<strong> ra \u0111\u1eddi g\u1ea7n nh\u01b0 l\u00e0 \u0111\u1ed3ng th\u1eddi v\u1edbi nhau<\/strong>. Big Data xu\u1ea5t ph\u00e1t \u0111i\u1ec3m t\u1eeb \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, c\u00f2n \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y cung c\u1ea5p c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng cho vi\u1ec7c th\u1ef1c t\u1ebf h\u00f3a Big Data.<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">Trong \u0111\u00f3, <strong>Big Data ch\u1ecbu tr\u00e1ch nhi\u1ec7m l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn<\/strong> cho doanh nghi\u1ec7p c\u00f2n<strong> \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y cung c\u1ea5p m\u1ed9t m\u00f4i tr\u01b0\u1eddng c\u00f3 th\u1ec3 tin t\u01b0\u1edfng cho doanh nghi\u1ec7p.<\/strong> Nh\u1edd m\u00f4i tr\u01b0\u1eddng n\u00e0y, Big Data \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a v\u00e0 m\u1edf r\u1ed9ng m\u1ed9t c\u00e1ch \u0111\u00e1ng k\u1ec3.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">\u0110\u1eb7c bi\u1ec7t, khi l\u01b0\u1ee3ng d\u1eef li\u1ec7u t\u0103ng l\u00ean, vi\u1ec7c duy tr\u00ec v\u00e0 qu\u1ea3n l\u00fd m\u1ecdi th\u1ee9 tr\u1edf n\u00ean kh\u00f3 kh\u0103n. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn di\u1ec5n ra hi\u1ec7u qu\u1ea3 h\u01a1n, gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed \u0111\u00e1ng k\u1ec3.<\/span><\/p>\n<p><span style=\"font-family: verdana, geneva, sans-serif;\" data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;B\u1ea3ng gi\u00e1 Cloud Server VNPT M\u1edaI NH\u1ea4T t\u1eeb NH\u00c0 CUNG C\u1ea4P&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4482,&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16777215},&quot;10&quot;:2,&quot;11&quot;:3,&quot;15&quot;:&quot;arial,sans,sans-serif&quot;}\" data-sheets-formula=\"=HLOOKUP(R[2]C[-4];R[2]C[-4]:C[-4];2;1)\" data-sheets-hyperlink=\"https:\/\/onesme.vn\/blog\/tin-tuc-su-kien\/bang-gia-cloud-server-vnpt.html\"><b>\u0110\u1eebng b\u1ecf l\u1ee1:<\/b> <a class=\"in-cell-link\" href=\"https:\/\/onesme.vn\/blog\/tin-tuc-su-kien\/bang-gia-cloud-server-vnpt.html\" target=\"_blank\" rel=\"noopener\">B\u1ea3ng gi\u00e1 Cloud Server VNPT M\u1edaI NH\u1ea4T t\u1eeb NH\u00c0 CUNG C\u1ea4P<\/a><\/span><\/p>\n<figure id=\"attachment_7255\" aria-describedby=\"caption-attachment-7255\" style=\"width: 650px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7255\" src=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-va-big-data-co-moi-quan-he-chat-che-thuc-day-nhau-phat-trien.jpg\" alt=\"\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 Big Data c\u00f3 m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd, th\u00fac \u0111\u1ea9y nhau ph\u00e1t tri\u1ec3n\" width=\"650\" height=\"465\" srcset=\"https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-va-big-data-co-moi-quan-he-chat-che-thuc-day-nhau-phat-trien.jpg 650w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-va-big-data-co-moi-quan-he-chat-che-thuc-day-nhau-phat-trien-300x215.jpg 300w, https:\/\/onesme.vn\/blog\/wp-content\/uploads\/2023\/12\/dien-toan-dam-may-va-big-data-co-moi-quan-he-chat-che-thuc-day-nhau-phat-trien-150x107.jpg 150w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><figcaption id=\"caption-attachment-7255\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: verdana, geneva, sans-serif;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 Big Data c\u00f3 m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd, th\u00fac \u0111\u1ea9y nhau ph\u00e1t tri\u1ec3n<\/span><\/figcaption><\/figure>\n<p><span style=\"font-weight: 400; font-family: verdana, geneva, sans-serif;\">C\u00f3 th\u1ec3 th\u1ea5y r\u1eb1ng <strong>Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/strong> l\u00e0 nh\u1eefng s\u1ea3n ph\u1ea9m c\u1ea7n thi\u1ebft cho qu\u00e1 tr\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a m\u1ed9t doanh nghi\u1ec7p hi\u1ec7n nay. Ch\u00fang c\u00f3 m\u1ed1i quan h\u1ec7 g\u1ea7n g\u0169i v\u1edbi nhau v\u00e0 c\u1ee5 th\u1ec3 l\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y gi\u00fap m\u1edf r\u1ed9ng vi\u1ec7c t\u1ed1i \u01b0u v\u00e0 th\u1ef1c t\u1ebf h\u00f3a Big Data. S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y mang l\u1ea1i hi\u1ec7u qu\u1ea3 l\u01b0u tr\u1eef, x\u1eed l\u00fd d\u1eef li\u1ec7u ti\u1ebft ki\u1ec7m v\u00e0 t\u1ed1i \u01b0u nh\u1ea5t.\u00a0<\/span><\/p>\n<p><span style=\"font-family: verdana, geneva, sans-serif;\"><em><span style=\"font-weight: 400;\">\u0110\u1ec3 s\u1eed d\u1ee5ng nh\u1eefng d\u1ecbch v\u1ee5 tr\u00ean m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3, an to\u00e0n v\u00e0 ti\u1ebft ki\u1ec7m, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tham kh\u1ea3o c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y &#8211; Cloud t\u1ea1i <\/span><a href=\"https:\/\/smartcloud.vn\/\" target=\"_blank\" rel=\"noopener\"><b>Smartcloud.vn<\/b><\/a><span style=\"font-weight: 400;\"> v\u00e0 h\u1ec7 th\u1ed1ng Data Center c\u1ee7a VNPT t\u1ea1i<\/span> <a href=\"https:\/\/idc.vnpt.vn\/\" target=\"_blank\" rel=\"noopener\"><b>Idc.vnpt.vn<\/b><\/a><span style=\"font-weight: 400;\"> thu\u1ed9c s\u1edf h\u1eefu c\u1ee7a VNPT &#8211; T\u1eadp \u0111o\u00e0n B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ng Vi\u1ec7t Nam t\u1ea1i Vi\u1ec7t Nam.<\/span><\/em><\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><em><b>Website:<\/b> <a href=\"https:\/\/onesme.vn\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/onesme.vn<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><em><b>Hotline:<\/b><span style=\"font-weight: 400;\"> 1800 1260<\/span><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><em><b>Email:<\/b> <a href=\"mailto:onesme@vnpt.vn\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">onesme@vnpt.vn<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: verdana, geneva, sans-serif;\"><em><b>T\u01b0 v\u1ea5n mi\u1ec5n ph\u00ed:<\/b> <a href=\"https:\/\/bit.ly\/oneSME_ContactUs\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/bit.ly\/oneSME_ContactUs<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/em><\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Big Data v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u00e3 v\u00e0 \u0111ang tr\u1edf th\u00e0nh hai xu h\u01b0\u1edbng quan tr\u1ecdng trong vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd th\u00f4ng tin. C\u1ea3 hai h\u00ecnh th\u1ee9c c\u00f3 m\u1ed1i quan h\u1ec7 m\u1eadt thi\u1ebft v\u1edbi nhau, \u0111\u1ea3m b\u1ea3o h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 [&hellip;]<\/p>\n","protected":false},"author":27,"featured_media":7256,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":{"0":"post-7251","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-san-pham"},"_links":{"self":[{"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/posts\/7251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/comments?post=7251"}],"version-history":[{"count":7,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/posts\/7251\/revisions"}],"predecessor-version":[{"id":9899,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/posts\/7251\/revisions\/9899"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/media\/7256"}],"wp:attachment":[{"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/media?parent=7251"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/categories?post=7251"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/onesme.vn\/blog\/wp-json\/wp\/v2\/tags?post=7251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}