{"id":82373,"date":"2023-07-15T08:30:38","date_gmt":"2023-07-15T12:30:38","guid":{"rendered":"https:\/\/ideascale.com\/viblog\/doi-moi-may-tinh-la-gi\/"},"modified":"2025-05-13T07:33:27","modified_gmt":"2025-05-13T11:33:27","slug":"doi-moi-may-tinh-la-gi","status":"publish","type":"post","link":"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-may-tinh-la-gi\/","title":{"rendered":"\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, v\u00ed d\u1ee5 v\u00e0 th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right-small:0px;--awb-padding-left-small:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-font-size:22px;\"><p><strong><b>M\u1ee5c l\u1ee5c<\/b><\/strong><\/p>\n<\/div><div class=\"awb-toc-el awb-toc-el--1\" data-awb-toc-id=\"1\" data-awb-toc-options=\"{&quot;allowed_heading_tags&quot;:{&quot;h2&quot;:0},&quot;ignore_headings&quot;:&quot;&quot;,&quot;ignore_headings_words&quot;:&quot;&quot;,&quot;enable_cache&quot;:&quot;yes&quot;,&quot;highlight_current_heading&quot;:&quot;no&quot;,&quot;hide_hidden_titles&quot;:&quot;yes&quot;,&quot;limit_container&quot;:&quot;all&quot;,&quot;select_custom_headings&quot;:&quot;&quot;,&quot;icon&quot;:&quot;fa-flag fas&quot;,&quot;counter_type&quot;:&quot;decimal&quot;}\" style=\"--awb-counter-type:counters(awb-toc, &quot;.&quot;, decimal) &quot;. &quot;;\"><div class=\"awb-toc-el__content\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><h2 id=\"toc_What_is_Computing_Innovation\" class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh l\u00e0 g\u00ec?<\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 vi\u1ec7c t\u1ea1o ra v\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c \u00fd t\u01b0\u1edfng, c\u00f4ng ngh\u1ec7 v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn m\u1edbi trong l\u0129nh v\u1ef1c m\u00e1y t\u00ednh. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n, h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m, ki\u1ebfn \u200b\u200btr\u00fac ph\u1ea7n c\u1ee9ng v\u00e0 ph\u01b0\u01a1ng ph\u00e1p t\u00ednh to\u00e1n m\u1edbi \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p, n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u00e0 th\u00fac \u0111\u1ea9y ti\u1ebfn b\u1ed9 trong c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c nhau. <\/span><\/p>\n<p><strong><b>T\u1ea7m quan tr\u1ecdng c\u1ee7a \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y \u1edf m\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh ch\u00ednh:<\/b><\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh th\u00fac \u0111\u1ea9y <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">\u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/a> tr\u00ean nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p. N\u00f3 th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c b\u1ed9 x\u1eed l\u00fd m\u1ea1nh h\u01a1n, c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m ti\u00ean ti\u1ebfn h\u01a1n v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ea7n c\u1ee9ng ti\u00ean ti\u1ebfn h\u01a1n. Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 \u0111i\u1ec7n to\u00e1n \u0111\u00e3 d\u1eabn \u0111\u1ebfn nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, th\u1ef1c t\u1ebf \u1ea3o, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 an ninh m\u1ea1ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 t\u1ed1i \u01b0u h\u00f3a: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh cho ph\u00e9p ph\u00e1t tri\u1ec3n c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 thu\u1eadt to\u00e1n m\u1edbi \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p. N\u00f3 cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t. Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 m\u00e1y t\u00ednh l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, t\u00e0i ch\u00ednh, h\u1eadu c\u1ea7n, s\u1ea3n xu\u1ea5t v\u00e0 nghi\u00ean c\u1ee9u khoa h\u1ecdc.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh l\u00e0 \u0111\u1ed9ng l\u1ef1c ch\u00ednh c\u1ee7a chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1. N\u00f3 cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c t\u1eadn d\u1ee5ng <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">\u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/a> \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh, n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 k\u1ef9 thu\u1eadt s\u1ed1. Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 \u0111i\u1ec7n to\u00e1n nh\u01b0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 thi\u1ebft b\u1ecb Internet of Things (IoT) \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch c\u00e1c doanh nghi\u1ec7p v\u1eadn h\u00e0nh, t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng v\u00e0 qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u0103ng tr\u01b0\u1edfng kinh t\u1ebf v\u00e0 n\u0103ng l\u1ef1c c\u1ea1nh tranh: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y t\u0103ng tr\u01b0\u1edfng kinh t\u1ebf v\u00e0 n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ea1nh tranh. N\u00f3 t\u1ea1o ra c\u00e1c c\u01a1 h\u1ed9i kinh doanh, vai tr\u00f2 c\u00f4ng vi\u1ec7c v\u00e0 c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p m\u1edbi. C\u00e1c qu\u1ed1c gia v\u00e0 t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i th\u1ebf c\u1ea1nh tranh, thu h\u00fat \u0111\u1ea7u t\u01b0 v\u00e0 k\u00edch th\u00edch ph\u00e1t tri\u1ec3n kinh t\u1ebf. \u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh c\u0169ng th\u00fac \u0111\u1ea9y tinh th\u1ea7n kinh doanh v\u00e0 t\u1ea1o ra c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p t\u1eadp trung v\u00e0o ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn v\u00e0 t\u00ednh to\u00e0n di\u1ec7n: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh \u0111\u00e3 l\u00e0m cho c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn v\u00e0 to\u00e0n di\u1ec7n h\u01a1n. Giao di\u1ec7n th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng, thi\u1ebft b\u1ecb di \u0111\u1ed9ng v\u00e0 h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh gi\u00e1 c\u1ea3 ph\u1ea3i ch\u0103ng \u0111\u00e3 d\u00e2n ch\u1ee7 h\u00f3a quy\u1ec1n truy c\u1eadp v\u00e0o th\u00f4ng tin, d\u1ecbch v\u1ee5 v\u00e0 c\u01a1 h\u1ed9i. Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 m\u00e1y t\u00ednh c\u0169ng g\u00f3p ph\u1ea7n t\u1ea1o ra c\u00e1c c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 cho ng\u01b0\u1eddi khuy\u1ebft t\u1eadt, l\u00e0m cho c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean to\u00e0n di\u1ec7n h\u01a1n v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho s\u1ef1 tham gia nhi\u1ec1u h\u01a1n v\u00e0o c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a cu\u1ed9c s\u1ed1ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li><b>T\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh c\u00f3 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i s\u00e2u s\u1eafc, c\u1ea3i thi\u1ec7n <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-xa-hoi-la-gi\/\">\u0111\u1ed5i m\u1edbi x\u00e3 h\u1ed9i<\/a> nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c x\u00e3 h\u1ed9i. N\u00f3 \u0111\u00e3 thay \u0111\u1ed5i n\u1ec1n gi\u00e1o d\u1ee5c b\u1eb1ng c\u00e1ch h\u1ed7 tr\u1ee3 c\u00e1c n\u1ec1n t\u1ea3ng h\u1ecdc t\u1eadp tr\u1ef1c tuy\u1ebfn, tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a v\u00e0 ph\u1ea7n m\u1ec1m gi\u00e1o d\u1ee5c. Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 \u0111i\u1ec7n to\u00e1n c\u0169ng g\u00f3p ph\u1ea7n c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, t\u00ednh b\u1ec1n v\u1eefng c\u1ee7a m\u00f4i tr\u01b0\u1eddng, qu\u1ea3n l\u00fd th\u1ea3m h\u1ecda v\u00e0 k\u1ebft n\u1ed1i x\u00e3 h\u1ed9i th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i v\u00e0 c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u00f4ng.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nghi\u00ean c\u1ee9u khoa h\u1ecdc c\u00f4ng ngh\u1ec7: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y nghi\u00ean c\u1ee9u v\u00e0 kh\u00e1m ph\u00e1 khoa h\u1ecdc. C\u00e1c k\u1ef9 thu\u1eadt \u0111i\u1ec7n to\u00e1n, m\u00f4 h\u00ecnh h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u n\u0103ng cao cho ph\u00e9p c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, m\u00f4 ph\u1ecfng c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u1ea9y nhanh nh\u1eefng \u0111\u1ed9t ph\u00e1 khoa h\u1ecdc trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 thi\u00ean v\u0103n h\u1ecdc, gen, m\u00f4 h\u00ecnh kh\u00ed h\u1eadu v\u00e0 kh\u00e1m ph\u00e1 thu\u1ed1c.<\/span><\/li>\n<\/ul>\n<p><strong><b>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 7 th\u00e0nh ph\u1ea7n ch\u00ednh th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh:<\/b><\/strong><\/p>\n<p><b>1. Nh\u1eefng ti\u1ebfn b\u1ed9 v\u1ec1 ph\u1ea7n c\u1ee9ng<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 ph\u1ea7n c\u1ee9ng, ch\u1eb3ng h\u1ea1n nh\u01b0 b\u1ed9 x\u1eed l\u00fd, b\u1ed9 nh\u1edb, thi\u1ebft b\u1ecb l\u01b0u tr\u1eef v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng m\u1ea1ng, \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh. Ph\u1ea7n c\u1ee9ng m\u1ea1nh m\u1ebd v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n cho ph\u00e9p t\u00ednh to\u00e1n nhanh h\u01a1n, kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn h\u01a1n v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac \u0111i\u1ec7n to\u00e1n m\u1edbi.<\/span><\/p>\n<p><b>2. Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh. N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c t\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n, ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, khung c\u00f4ng t\u00e1c v\u00e0 c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m ti\u00ean ti\u1ebfn cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng m\u1edbi, n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m th\u00fac \u0111\u1ea9y <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-la-gi\/\">s\u1ef1 \u0111\u1ed5i m\u1edbi<\/a> trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, an ninh m\u1ea1ng v\u00e0 th\u1ef1c h\u00e0nh c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m.<\/span><\/p>\n<p><b>3. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 H\u1ecdc m\u00e1y (ML)<\/b><\/p>\n<p><span style=\"font-weight: 400;\">C\u00f4ng ngh\u1ec7 AI v\u00e0 ML l\u00e0 \u0111\u1ed9ng l\u1ef1c ch\u00ednh cho \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh. Nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p m\u00e1y t\u00ednh th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 th\u01b0\u1eddng \u0111\u00f2i h\u1ecfi tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi, ch\u1eb3ng h\u1ea1n nh\u01b0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh v\u00e0 ra quy\u1ebft \u0111\u1ecbnh. Nh\u1eefng ti\u1ebfn b\u1ed9 trong thu\u1eadt to\u00e1n AI v\u00e0 ML, ki\u1ebfn \u200b\u200btr\u00fac deep learning v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111\u00e0o t\u1ea1o \u0111ang v\u01b0\u1ee3t qua c\u00e1c ranh gi\u1edbi c\u1ee7a \u0111\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 \u1ee9ng d\u1ee5ng th\u00f4ng minh.<\/span><\/p>\n<p><b>4. D\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch<\/b><\/p>\n<p><span style=\"font-weight: 400;\">T\u00ednh s\u1eb5n c\u00f3 v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u00e3 th\u00fac \u0111\u1ea9y s\u1ef1 \u0111\u1ed5i m\u1edbi v\u1ec1 \u0111i\u1ec7n to\u00e1n. Nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, c\u00f9ng v\u1edbi c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p, cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. \u0110\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n trong d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch cho ph\u00e9p \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00e1c l\u0129nh v\u1ef1c <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">\u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/a> nh\u01b0 h\u1ecdc m\u00e1y, khai th\u00e1c d\u1eef li\u1ec7u, m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n v\u00e0 kinh doanh th\u00f4ng minh.<\/span><\/p>\n<p><b>5. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch th\u1ee9c cung c\u1ea5p, truy c\u1eadp v\u00e0 s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean m\u00e1y t\u00ednh. N\u00f3 cung c\u1ea5p c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n, l\u01b0u tr\u1eef v\u00e0 d\u1ecbch v\u1ee5 linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng theo y\u00eau c\u1ea7u. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ed5i m\u1edbi nhanh ch\u00f3ng, gi\u1ea3m chi ph\u00ed c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n m\u1ea1nh m\u1ebd m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u nhi\u1ec1u. N\u00f3 c\u0169ng th\u00fac \u0111\u1ea9y s\u1ef1 h\u1ee3p t\u00e1c v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi cho ph\u00e9p ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 g\u1ed1c \u0111\u00e1m m\u00e2y.<\/span><\/p>\n<p><b>6. H\u1ee3p t\u00e1c ngu\u1ed3n m\u1edf<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Ph\u1ea7n m\u1ec1m ngu\u1ed3n m\u1edf v\u00e0 s\u1ef1 c\u1ed9ng t\u00e1c \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n. C\u00e1c c\u1ed9ng \u0111\u1ed3ng ngu\u1ed3n m\u1edf t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c chia s\u1ebb ki\u1ebfn \u200b\u200bth\u1ee9c, c\u1ed9ng t\u00e1c v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m ti\u00ean ti\u1ebfn. C\u00e1c d\u1ef1 \u00e1n v\u00e0 n\u1ec1n t\u1ea3ng ngu\u1ed3n m\u1edf cung c\u1ea5p n\u1ec1n t\u1ea3ng cho <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-la-gi\/\">s\u1ef1 \u0111\u1ed5i m\u1edbi<\/a> , cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c c\u00f4ng ngh\u1ec7 hi\u1ec7n c\u00f3 v\u00e0 t\u1ea1o ra c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 c\u00f4ng c\u1ee5 m\u1edbi.<\/span><\/p>\n<p><b>7. Internet v\u1ea1n v\u1eadt (IoT)<\/b><\/p>\n<p><span style=\"font-weight: 400;\">IoT l\u00e0 m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c thi\u1ebft b\u1ecb v\u1eadt l\u00fd \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau \u0111\u01b0\u1ee3c nh\u00fang v\u1edbi c\u00e1c c\u1ea3m bi\u1ebfn, ph\u1ea7n m\u1ec1m v\u00e0 k\u1ebft n\u1ed1i. IoT th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n b\u1eb1ng c\u00e1ch thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb. N\u00f3 cho ph\u00e9p ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 t\u00edch h\u1ee3p m\u00f4i tr\u01b0\u1eddng v\u1eadt l\u00fd v\u00e0 k\u1ef9 thu\u1eadt s\u1ed1. S\u1ef1 \u0111\u1ed5i m\u1edbi c\u1ee7a IoT \u0111\u01b0\u1ee3c th\u1ea5y trong c\u00e1c \u1ee9ng d\u1ee5ng t\u1eeb nh\u00e0 th\u00f4ng minh v\u00e0 th\u00e0nh ph\u1ed1 \u0111\u1ebfn t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p v\u00e0 gi\u00e1m s\u00e1t ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">\u0110\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7 l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<h2 id=\"toc_Best_Examples_of_Computing_Innovation\" class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">Nh\u1eefng v\u00ed d\u1ee5 hay nh\u1ea5t v\u1ec1 \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh<\/h2>\n<p><img decoding=\"async\" class=\"lazyload aligncenter wp-image-58042 size-full\" src=\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive.jpg\" data-orig-src=\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive.jpg\" alt=\"Nh\u1eefng v\u00ed d\u1ee5 hay nh\u1ea5t v\u1ec1 \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh\" width=\"1200\" height=\"800\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27800%27%20viewBox%3D%270%200%201200%20800%27%3E%3Crect%20width%3D%271200%27%20height%3D%27800%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-200x133.jpg 200w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-300x200.jpg 300w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-400x267.jpg 400w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-600x400.jpg 600w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-768x512.jpg 768w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-800x533.jpg 800w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive-1024x683.jpg 1024w, https:\/\/ideascale.com\/wp-content\/uploads\/2023\/07\/computing-innovation-descriptive.jpg 1200w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0110\u00e3 c\u00f3 r\u1ea5t nhi\u1ec1u c\u1ea3i ti\u1ebfn trong l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n l\u00e0m thay \u0111\u1ed5i c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u00e0 cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y c\u1ee7a kh\u00e1ch h\u00e0ng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng v\u00ed d\u1ee5 ch\u00ednh v\u1ec1 \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Internet of Things (IoT):<\/strong> \u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh trong IoT \u0111\u00e3 d\u1eabn \u0111\u1ebfn s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng minh. Nh\u1eefng v\u00ed d\u1ee5 bao g\u1ed3m:<\/span><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>M\u1ed9t. Nh\u00e0 th\u00f4ng minh:<\/strong> C\u00e1c thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 IoT nh\u01b0 m\u00e1y \u0111i\u1ec1u nhi\u1ec7t, h\u1ec7 th\u1ed1ng an ninh v\u00e0 thi\u1ebft b\u1ecb cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng trong nh\u00e0.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>b. IoT c\u00f4ng nghi\u1ec7p:<\/strong> C\u00f4ng ngh\u1ec7 IoT \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00e1m s\u00e1t v\u00e0 t\u1ed1i \u01b0u h\u00f3a c\u00e1c quy tr\u00ecnh c\u00f4ng nghi\u1ec7p, cho ph\u00e9p b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng v\u00e0 gi\u00e1m s\u00e1t thi\u1ebft b\u1ecb theo th\u1eddi gian th\u1ef1c.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>c. Thi\u1ebft b\u1ecb \u0111eo \u0111\u01b0\u1ee3c: <\/strong><a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">Nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 c\u00f4ng ngh\u1ec7<\/a> thi\u1ebft b\u1ecb \u0111eo, ch\u1eb3ng h\u1ea1n nh\u01b0 m\u00e1y theo d\u00f5i th\u1ec3 d\u1ee5c v\u00e0 \u0111\u1ed3ng h\u1ed3 th\u00f4ng minh, \u0111\u00e3 cho ph\u00e9p c\u00e1c c\u00e1 nh\u00e2n theo d\u00f5i s\u1ee9c kh\u1ecfe c\u1ee7a m\u00ecnh, theo d\u00f5i ho\u1ea1t \u0111\u1ed9ng th\u1ec3 ch\u1ea5t v\u00e0 nh\u1eadn th\u00f4ng tin chi ti\u1ebft \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y:<\/strong> \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch th\u1ee9c cung c\u1ea5p, truy c\u1eadp v\u00e0 s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean \u0111i\u1ec7n to\u00e1n. Nh\u1eefng \u0111\u1ed5i m\u1edbi bao g\u1ed3m:<\/span><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>M\u1ed9t. C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 (IaaS)<\/strong>: C\u00e1c nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y nh\u01b0 Amazon Web Services (AWS), Microsoft Azure v\u00e0 Google Cloud Platform cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c tri\u1ec3n khai v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>b. N\u1ec1n t\u1ea3ng l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 (PaaS)<\/strong>: C\u00e1c gi\u1ea3i ph\u00e1p PaaS, ch\u1eb3ng h\u1ea1n nh\u01b0 Heroku v\u00e0 Google App Engine, cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh c\u1ea5u h\u00ecnh s\u1eb5n \u0111\u1ec3 x\u00e2y d\u1ef1ng, tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd \u1ee9ng d\u1ee5ng m\u00e0 kh\u00f4ng ph\u1ea3i lo l\u1eafng v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u01a1 b\u1ea3n.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>c. M\u00e1y t\u00ednh kh\u00f4ng c\u00f3 m\u00e1y ch\u1ee7:<\/strong> \u0110i\u1ec7n to\u00e1n phi m\u00e1y ch\u1ee7, \u0111\u01b0\u1ee3c minh h\u1ecda b\u1edfi AWS Lambda v\u00e0 Microsoft Azure Functions, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u1eadp trung v\u00e0o vi\u1ec7c vi\u1ebft m\u00e3 m\u00e0 kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd m\u00e1y ch\u1ee7, gi\u00fap ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng hi\u1ec7u qu\u1ea3 v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>C\u00f4ng ngh\u1ec7 chu\u1ed7i kh\u1ed1i:<\/strong> Blockchain \u0111\u00e3 mang l\u1ea1i <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-la-gi\/\">s\u1ef1 \u0111\u1ed5i m\u1edbi<\/a> trong c\u00e1c giao d\u1ecbch k\u1ef9 thu\u1eadt s\u1ed1 phi t\u1eadp trung v\u00e0 an to\u00e0n. Nh\u1eefng v\u00ed d\u1ee5 bao g\u1ed3m:<\/span><\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>M\u1ed9t. Ti\u1ec1n \u0111i\u1ec7n t\u1eed:<\/strong> Bitcoin v\u00e0 c\u00e1c lo\u1ea1i ti\u1ec1n \u0111i\u1ec7n t\u1eed kh\u00e1c t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 blockchain \u0111\u1ec3 cho ph\u00e9p c\u00e1c giao d\u1ecbch ngang h\u00e0ng an to\u00e0n v\u00e0 minh b\u1ea1ch m\u00e0 kh\u00f4ng c\u1ea7n qua trung gian.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>b. H\u1ee3p \u0111\u1ed3ng th\u00f4ng minh:<\/strong> H\u1ee3p \u0111\u1ed3ng th\u00f4ng minh d\u1ef1a tr\u00ean blockchain t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c th\u1ecfa thu\u1eadn h\u1ee3p \u0111\u1ed3ng, \u0111\u1ea3m b\u1ea3o an ninh, minh b\u1ea1ch v\u00e0 b\u1ea5t bi\u1ebfn.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>c. Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng:<\/strong> Blockchain \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra chu\u1ed7i cung \u1ee9ng minh b\u1ea1ch v\u00e0 c\u00f3 th\u1ec3 truy nguy\u00ean, \u0111\u1ea3m b\u1ea3o t\u00ednh x\u00e1c th\u1ef1c, gi\u1ea3m gian l\u1eadn v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c th\u1ef1c ph\u1ea9m v\u00e0 h\u1eadu c\u1ea7n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nh\u1eefng v\u00ed d\u1ee5 n\u00e0y minh h\u1ecda c\u00e1ch \u0111\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n \u0111\u00e3 th\u00fac \u0111\u1ea9y nh\u1eefng thay \u0111\u1ed5i mang t\u00ednh bi\u1ebfn \u0111\u1ed5i trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau, n\u00e2ng cao hi\u1ec7u qu\u1ea3, h\u1ed7 tr\u1ee3 c\u00e1c d\u1ecbch v\u1ee5 m\u1edbi v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. \u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng, t\u1ea1o ra nh\u1eefng kh\u1ea3 n\u0103ng th\u00fa v\u1ecb cho t\u01b0\u01a1ng lai.<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-quy-trinh-la-gi\/\">\u0110\u1ed5i m\u1edbi quy tr\u00ecnh l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<h2 id=\"toc_Top_10_Best_Practices_for_Computing_Innovation\" class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 36; line-height: 1.25;\" data-fontsize=\"36\" data-lineheight=\"45px\">10 ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t v\u1ec1 \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh<\/h2>\n<p><span style=\"font-weight: 400;\">Khi n\u00f3i \u0111\u1ebfn \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh, vi\u1ec7c tri\u1ec3n khai c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t c\u00f3 th\u1ec3 n\u00e2ng cao c\u01a1 h\u1ed9i \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 th\u00e0nh c\u00f4ng v\u00e0 tr\u00e1nh \u0111\u01b0\u1ee3c nh\u1eefng c\u1ea1m b\u1eaby. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 10 ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t \u0111\u1ec3 \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh:<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>1. Nu\u00f4i d\u01b0\u1ee1ng v\u0103n h\u00f3a \u0111\u1ed5i m\u1edbi: <\/strong><\/span><span style=\"font-weight: 400;\">T\u1ea1o ra m\u1ed9t <a href=\"https:\/\/ideascale.com\/vi\/viblog\/van-hoa-doi-moi-la-gi\/\">n\u1ec1n v\u0103n h\u00f3a \u0111\u1ed5i m\u1edbi<\/a> coi tr\u1ecdng v\u00e0 khuy\u1ebfn kh\u00edch s\u1ef1 \u0111\u1ed5i m\u1edbi. Th\u00fac \u0111\u1ea9y m\u1ed9t m\u00f4i tr\u01b0\u1eddng n\u01a1i nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c trao quy\u1ec1n kh\u00e1m ph\u00e1 nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi, ch\u1ea5p nh\u1eadn r\u1ee7i ro c\u00f3 t\u00ednh to\u00e1n v\u00e0 th\u00e1ch th\u1ee9c hi\u1ec7n tr\u1ea1ng. Thi\u1ebft l\u1eadp c\u00e1c k\u00eanh cho <a href=\"https:\/\/ideascale.com\/vi\/viblog\/y-tuong-la-gi\/\">\u00fd t\u01b0\u1edfng<\/a> , h\u1ee3p t\u00e1c v\u00e0 chia s\u1ebb ki\u1ebfn \u200b\u200bth\u1ee9c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>2. H\u1ecdc t\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng li\u00ean t\u1ee5c: <\/strong><\/span><span style=\"font-weight: 400;\">\u0110\u1ea7u t\u01b0 v\u00e0o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc t\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng li\u00ean t\u1ee5c cho nh\u00f3m c\u1ee7a b\u1ea1n. Cung c\u1ea5p c\u00e1c c\u01a1 h\u1ed9i \u0111\u00e0o t\u1ea1o, h\u1ed9i th\u1ea3o v\u00e0 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u00e1c t\u00e0i nguy\u00ean \u0111\u1ec3 lu\u00f4n c\u1eadp nh\u1eadt nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi nh\u1ea5t v\u1ec1 c\u00f4ng ngh\u1ec7, ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u00f4ng c\u1ee5 \u0111i\u1ec7n to\u00e1n. Khuy\u1ebfn kh\u00edch tham gia v\u00e0o c\u00e1c h\u1ed9i ngh\u1ecb, s\u1ef1 ki\u1ec7n trong ng\u00e0nh v\u00e0 di\u1ec5n \u0111\u00e0n c\u1ed9ng \u0111\u1ed3ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>3. Ph\u01b0\u01a1ng ph\u00e1p l\u1ea5y ng\u01b0\u1eddi d\u00f9ng l\u00e0m trung t\u00e2m: <\/strong><\/span><span style=\"font-weight: 400;\">\u0110\u1eb7t ng\u01b0\u1eddi d\u00f9ng v\u00e0 nhu c\u1ea7u c\u1ee7a h\u1ecd v\u00e0o trung t\u00e2m c\u1ee7a n\u1ed7 l\u1ef1c \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh. Ti\u1ebfn h\u00e0nh nghi\u00ean c\u1ee9u ng\u01b0\u1eddi d\u00f9ng, tham gia th\u1eed nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 thu th\u1eadp <a href=\"https:\/\/ideascale.com\/vi\/viblog\/phan-hoi-cua-khach-hang-la-gi\/\">ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng<\/a> \u0111\u1ec3 hi\u1ec3u nh\u1eefng \u0111i\u1ec3m kh\u00f3 kh\u0103n, mong mu\u1ed1n v\u00e0 s\u1edf th\u00edch c\u1ee7a h\u1ecd. K\u1ebft h\u1ee3p c\u00e1c nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf l\u1ea5y ng\u01b0\u1eddi d\u00f9ng l\u00e0m trung t\u00e2m \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p tr\u1ef1c quan, th\u00e2n thi\u1ec7n v\u1edbi ng\u01b0\u1eddi d\u00f9ng nh\u1eb1m gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ebf gi\u1edbi th\u1ef1c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>4. Ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn linh ho\u1ea1t v\u00e0 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i: <\/strong><\/span><span style=\"font-weight: 400;\">\u00c1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p linh ho\u1ea1t v\u00e0 quy tr\u00ecnh ph\u00e1t tri\u1ec3n l\u1eb7p \u0111i l\u1eb7p l\u1ea1i \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c th\u1eed nghi\u1ec7m, h\u1ecdc t\u1eadp v\u00e0 th\u00edch \u1ee9ng nhanh ch\u00f3ng. Chia c\u00e1c d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c ph\u1ea7n nh\u1ecf h\u01a1n, c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c \u0111\u1ec3 mang l\u1ea1i gi\u00e1 tr\u1ecb nhanh ch\u00f3ng. Th\u01b0\u1eddng xuy\u00ean xem x\u00e9t v\u00e0 c\u1ea3i ti\u1ebfn c\u00e1c chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i, \u0111\u1ed9ng l\u1ef1c th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>5. Ch\u1ea5p nh\u1eadn s\u1ef1 c\u1edfi m\u1edf v\u00e0 h\u1ee3p t\u00e1c: <\/strong><\/span><span style=\"font-weight: 400;\">Th\u00fac \u0111\u1ea9y s\u1ef1 h\u1ee3p t\u00e1c v\u00e0 h\u1ee3p t\u00e1c v\u1edbi c\u00e1c b\u00ean li\u00ean quan b\u00ean ngo\u00e0i, bao g\u1ed3m c\u00e1c t\u1ed5 ch\u1ee9c, vi\u1ec7n nghi\u00ean c\u1ee9u, c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u00e0 c\u1ed9ng \u0111\u1ed3ng ngu\u1ed3n m\u1edf kh\u00e1c. \u00c1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-mo-la-gi\/\">\u0111\u1ed5i m\u1edbi m\u1edf<\/a> nh\u1eb1m th\u00fac \u0111\u1ea9y chia s\u1ebb ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 h\u1ee3p t\u00e1c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \u0111\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c quan \u0111i\u1ec3m v\u00e0 ki\u1ebfn \u200b\u200bth\u1ee9c chuy\u00ean m\u00f4n \u0111a d\u1ea1ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>6. Ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u: <\/strong><\/span><span style=\"font-weight: 400;\">S\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch \u0111\u1ec3 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi \u0111i\u1ec7n to\u00e1n. Thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng v\u00e0 s\u1ed1 li\u1ec7u hi\u1ec7u su\u1ea5t. \u0110\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t d\u1ef1a tr\u00ean th\u00f4ng tin chi ti\u1ebft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 l\u1eb7p l\u1ea1i d\u1ef1a tr\u00ean c\u00e1c v\u00f2ng ph\u1ea3n h\u1ed3i li\u00ean t\u1ee5c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>7. B\u1ea3o v\u1ec7 s\u1edf h\u1eefu tr\u00ed tu\u1ec7: <\/strong><\/span><span style=\"font-weight: 400;\">Hi\u1ec3u t\u1ea7m quan tr\u1ecdng c\u1ee7a s\u1edf h\u1eefu tr\u00ed tu\u1ec7 (IP) v\u00e0 thi\u1ebft l\u1eadp c\u00e1c quy tr\u00ecnh \u0111\u1ec3 b\u1ea3o v\u1ec7 <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-la-gi\/\">nh\u1eefng \u0111\u1ed5i m\u1edbi<\/a> c\u1ee7a b\u1ea1n. B\u1ea3o v\u1ec7 \u00fd t\u01b0\u1edfng, ph\u00e1t minh v\u00e0 ph\u1ea7n m\u1ec1m c\u1ee7a b\u1ea1n th\u00f4ng qua b\u1eb1ng s\u00e1ng ch\u1ebf, b\u1ea3n quy\u1ec1n, nh\u00e3n hi\u1ec7u ho\u1eb7c b\u00ed m\u1eadt th\u01b0\u01a1ng m\u1ea1i. Ph\u00e1t tri\u1ec3n chi\u1ebfn l\u01b0\u1ee3c IP r\u00f5 r\u00e0ng ph\u00f9 h\u1ee3p v\u1edbi m\u1ee5c ti\u00eau kinh doanh c\u1ee7a b\u1ea1n v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro ti\u1ec1m \u1ea9n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>8. H\u1ee3p t\u00e1c gi\u1eefa b\u1ed9 ph\u1eadn CNTT v\u00e0 b\u1ed9 ph\u1eadn kinh doanh: <\/strong><\/span><span style=\"font-weight: 400;\">Th\u00fac \u0111\u1ea9y s\u1ef1 h\u1ee3p t\u00e1c v\u00e0 li\u00ean l\u1ea1c gi\u1eefa c\u00e1c nh\u00f3m CNTT v\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb kinh doanh. \u0110\u1ea3m b\u1ea3o s\u1ef1 li\u00ean k\u1ebft gi\u1eefa c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bc\u00f4ng ngh\u1ec7 v\u00e0 m\u1ee5c ti\u00eau kinh doanh chi\u1ebfn l\u01b0\u1ee3c. C\u00e1c nh\u00f3m CNTT c\u1ea7n c\u00f3 hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 b\u1ed1i c\u1ea3nh kinh doanh, nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 xu h\u01b0\u1edbng c\u1ee7a ng\u00e0nh \u0111\u1ec3 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh ph\u00f9 h\u1ee3p v\u00e0 c\u00f3 t\u00e1c \u0111\u1ed9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>9. \u0110\u00e1nh gi\u00e1 th\u01b0\u1eddng xuy\u00ean v\u00e0 c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c: <\/strong><\/span><span style=\"font-weight: 400;\">Li\u00ean t\u1ee5c \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a nh\u1eefng n\u1ed7 l\u1ef1c \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n. Gi\u00e1m s\u00e1t c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI), thu th\u1eadp <a href=\"https:\/\/ideascale.com\/vi\/viblog\/phan-hoi-cua-khach-hang-la-gi\/\">ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng<\/a> v\u00e0 c\u00e1c b\u00ean li\u00ean quan, \u0111\u1ed3ng th\u1eddi ti\u1ebfn h\u00e0nh \u0111\u00e1nh gi\u00e1 \u0111\u1ecbnh k\u1ef3 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n. S\u1eed d\u1ee5ng nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc thu \u0111\u01b0\u1ee3c \u0111\u1ec3 tinh ch\u1ec9nh c\u00e1c chi\u1ebfn l\u01b0\u1ee3c, xoay v\u00f2ng n\u1ebfu c\u1ea7n thi\u1ebft v\u00e0 li\u00ean t\u1ee5c n\u00e2ng cao c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>10. Th\u1eed nghi\u1ec7m v\u00e0 ch\u1ea5p nh\u1eadn r\u1ee7i ro: <\/strong><\/span><span style=\"font-weight: 400;\">Khuy\u1ebfn kh\u00edch v\u0103n h\u00f3a th\u1eed nghi\u1ec7m v\u00e0 ch\u1ea5p nh\u1eadn r\u1ee7i ro. H\u00e3y nu\u00f4i d\u01b0\u1ee1ng t\u00e2m l\u00fd th\u1ea5t b\u1ea1i nhanh ch\u00f3ng, coi th\u1ea5t b\u1ea1i l\u00e0 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi. Cung c\u1ea5p c\u00e1c ngu\u1ed3n l\u1ef1c, h\u1ed7 tr\u1ee3 v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ea7n thi\u1ebft \u0111\u1ec3 cho ph\u00e9p nh\u00e2n vi\u00ean th\u1eed nghi\u1ec7m, th\u1eed c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn m\u1edbi v\u00e0 kh\u00e1m ph\u00e1 c\u00e1c \u00fd t\u01b0\u1edfng \u0111\u1ed5i m\u1edbi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t n\u00e0y, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 nu\u00f4i d\u01b0\u1ee1ng <a href=\"https:\/\/ideascale.com\/vi\/viblog\/van-hoa-doi-moi-la-gi\/\">v\u0103n h\u00f3a \u0111\u1ed5i m\u1edbi<\/a> , th\u00fac \u0111\u1ea9y c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200b\u0111\u1ed5i m\u1edbi m\u00e1y t\u00ednh th\u00e0nh c\u00f4ng v\u00e0 lu\u00f4n \u0111i \u0111\u1ea7u trong <a href=\"https:\/\/ideascale.com\/vi\/viblog\/doi-moi-cong-nghe-la-gi\/\">\u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/a> .<\/span><\/p>\n<p><strong><b>T\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/ideascale.com\/vi\/viblog\/khung-doi-moi-la-gi\/\">Khung \u0110\u1ed5i m\u1edbi l\u00e0 g\u00ec?<\/a><\/b><\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":72,"featured_media":82374,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4437],"tags":[],"contributor":[4618],"class_list":["post-82373","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viblog","contributor-nick-jain-vi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh l\u00e0 g\u00ec? \u0110\u1ecbnh ngh\u0129a, v\u00ed d\u1ee5 v\u00e0 th\u1ef1c ti\u1ec5n t\u1ed1t nh\u1ea5t - IdeaScale<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed5i m\u1edbi m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 vi\u1ec7c t\u1ea1o ra v\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c \u00fd t\u01b0\u1edfng, c\u00f4ng ngh\u1ec7 v\u00e0 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn m\u1edbi trong l\u0129nh v\u1ef1c m\u00e1y t\u00ednh. 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