{"id":484,"date":"2018-12-20T02:42:00","date_gmt":"2018-12-20T02:42:00","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=484"},"modified":"2018-12-20T05:28:06","modified_gmt":"2018-12-20T05:28:06","slug":"internet-of-things-va-du-lieu-canh-bien-se-tac-dong-den-van-de-luu-tru-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/internet-of-things-va-du-lieu-canh-bien-se-tac-dong-den-van-de-luu-tru-nhu-the-nao-p484\/","title":{"rendered":"IoT v\u00e0 d\u1eef li\u1ec7u c\u1ea1nh bi\u00ean s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 l\u01b0u tr\u1eef nh\u01b0 th\u1ebf n\u00e0o?"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>D\u1eef li\u1ec7u t\u1eeb c\u00e1c thi\u1ebft b\u1ecb t\u1eeb xa \u0111\u1eb7t ra th\u00e1ch th\u1ee9c cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u. Nh\u01b0ng vi\u1ec7c x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch \u1edf c\u1ea1nh bi\u00ean &#8211; edge computing, gi\u1ea3i ph\u00e1p \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p khai th\u00e1c \u0111\u01b0\u1ee3c ti\u1ec1m n\u0103ng c\u1ee7a IoT.<\/p>\n<p>Ch\u00fang ta \u0111ang ch\u1ee9ng ki\u1ebfn s\u1ef1 gia t\u0103ng nhanh ch\u00f3ng c\u1ee7a d\u1eef li\u1ec7u \u1edf c\u1ea1nh bi\u00ean (edge, n\u01a1i c\u00f3 c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i n\u1eb1m \u1edf r\u00eca c\u1ee7a chu tr\u00ecnh t\u1ea1o ra d\u1eef li\u1ec7u) v\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c m\u00e0 n\u00f3 \u0111em \u0111\u1ebfn cho c\u00e1c doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng n\u00f3 l\u00e0 r\u1ea5t l\u1edbn. Internet of things (IoT) &#8211; m\u1ed9t thu\u1eadt ng\u1eef r\u1ed9ng \u0111\u1ec3 n\u00f3i \u0111\u1ebfn c\u00e1c c\u1ea3m bi\u1ebfn, thi\u1ebft b\u1ecb v\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng minh &#8211; \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1edfi c\u00e1c thi\u1ebft b\u1ecb nh\u01b0 h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t v\u00e0 c\u00e1c d\u00e2y chuy\u1ec1n trong nh\u00e0 m\u00e1y,&#8230; ch\u00fang \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u00e0 ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n.<\/p>\n<p>Vi\u1ec7c k\u1ebft n\u1ed1i \u0111\u00f3 cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u c\u00f3 gi\u00e1 tr\u1ecb v\u00e0 nhi\u1ec1u khi l\u00e0 \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt theo th\u1eddi gian th\u1ef1c t\u1eeb c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a h\u1ecd.<\/p>\n<p>\u1ede tr\u01b0\u1eddng h\u1ee3p kh\u00e1c, c\u1ea3m bi\u1ebfn m\u1edbi cho ph\u00e9p c\u00e1c c\u00f4ng ty trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111a d\u1ea1ng nh\u01b0 n\u00f4ng nghi\u1ec7p, v\u1eadn t\u1ea3i v\u00e0 h\u00e0ng kh\u00f4ng theo d\u00f5i m\u1ecdi ho\u1ea1t \u0111\u1ed9ng v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 s\u1ef1 an to\u00e0n v\u1edbi c\u00e1c thi\u1ebft b\u1ecb gi\u00e1 r\u1ebb. Th\u00f4ng th\u01b0\u1eddng, \u0111\u00e2y l\u00e0 nh\u1eefng thi\u1ebft b\u1ecb di \u0111\u1ed9ng ho\u1eb7c \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh t\u1eeb xa, t\u00e1ch r\u1eddi kh\u1ecfi c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT c\u1ee7a doanh nghi\u1ec7p. \u0110\u00f3 c\u0169ng l\u00e0 m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c c\u1ed1t l\u00f5i cho CNTT.<\/p>\n<figure style=\"width: 1920px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/12\/1*0AXg7IaSkFnimtaUjJ6gzg.png\" alt=\"M\u00f4 h\u00ecnh k\u1ebft n\u1ed1i IoT\" width=\"1920\" height=\"1080\" \/><figcaption class=\"wp-caption-text\">M\u1ed9t m\u00f4 h\u00ecnh k\u1ebft n\u1ed1i IoT<\/figcaption><\/figure>\n<p>Cho \u0111\u1ebfn nay, ch\u00fang ta d\u01b0\u1eddng nh\u01b0 ch\u1ec9 m\u1edbi ch\u1ea1m \u0111\u1ebfn b\u1ec1 m\u1eb7t c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb IoT v\u00e0 d\u1ecbch v\u1ee5 c\u1ea1nh bi\u00ean. Nh\u00e0 nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng IDC d\u1ef1 ki\u1ebfn chi ti\u00eau cho l\u0129nh v\u1ef1c IoT c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u1ebfn 1,200 t\u1ef7 USD v\u00e0o n\u0103m 2022.<\/p>\n<p>Gartner, m\u1ed9t c\u00f4ng ty nghi\u00ean c\u1ee9u c\u00f4ng ngh\u1ec7 kh\u00e1c, t\u00ednh to\u00e1n r\u1eb1ng 8.4 t\u1ef7 thi\u1ebft b\u1ecb IoT \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ng\u00e0y nay, v\u00e0 k\u1ef3 v\u1ecdng con s\u1ed1 n\u00e0y s\u1ebd t\u0103ng l\u00ean 24 t\u1ef7 v\u00e0o n\u0103m 2020.<\/p>\n<p>T\u1ea1i Trung t\u00e2m Gi\u1ea3i ph\u00e1p c\u1ee7a Nh\u1ea5t Ti\u1ebfn Chung, ch\u00fang t\u00f4i lu\u00f4n theo d\u00f5i m\u1ecdi b\u01b0\u1edbc ph\u00e1t tri\u1ec3n c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng IoT tr\u00ean th\u1ebf gi\u1edbi. V\u00e0 nh\u1eadn \u0111\u1ecbnh c\u1ee7a ch\u00fang t\u00f4i l\u00e0, m\u1eb7c d\u00f9 c\u00e1c thi\u1ebft b\u1ecb IoT trong l\u0129nh v\u1ef1c ti\u00eau d\u00f9ng, nh\u01b0 t\u1ee7 l\u1ea1nh \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i, smart camera, thi\u1ebft b\u1ecb smart home,&#8230; \u0111\u00e3 d\u1ea7n quen thu\u1ed9c v\u1edbi \u0111\u1ea1i ch\u00fang, nh\u01b0ng ch\u00ednh c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p, gi\u00e1m s\u00e1t c\u00e1c nh\u00e0 m\u00e1y, kho x\u01b0\u1edfng, hay trong l\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p c\u00f4ng ngh\u1ec7 cao, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng giao th\u00f4ng, smart city s\u1ebd chi\u1ebfm ph\u1ea7n l\u1edbn trong s\u1ef1 t\u0103ng tr\u01b0\u1edfng \u0111\u00f3.<\/p>\n<h3>Th\u00e1ch th\u1ee9c c\u1ee7a IoT t\u1eeb s\u1ef1 \u0111a d\u1ea1ng d\u1eef li\u1ec7u<\/h3>\n<p>Cho \u0111\u1ebfn nay, s\u1ef1 t\u0103ng tr\u01b0\u1edfng c\u1ee7a IoT ch\u1ec9 c\u00f3 t\u00e1c \u0111\u1ed9ng h\u1ea1n ch\u1ebf \u0111\u1ebfn c\u00e1ch c\u00e1c doanh nghi\u1ec7p thi\u1ebft k\u1ebf c\u00e1c h\u1ec7 th\u1ed1ng CNTT. M\u1ed9t ph\u1ea7n, \u0111i\u1ec1u n\u00e0y l\u00e0 do IoT v\u1eabn c\u00f2n l\u00e0 m\u1ed9t xu h\u01b0\u1edbng m\u1edbi ph\u00e1t tri\u1ec3n. Ngo\u00e0i ra, \u0111i\u1ec1u \u0111\u00f3 l\u00e0 \u0111\u00fang b\u1edfi v\u00ec c\u00e1c thi\u1ebft b\u1ecb m\u1edbi n\u00e0y h\u1ea7u nh\u01b0 ch\u1ec9 t\u1ed3n t\u1ea1i \u1edf c\u00e1c c\u1ea1nh bi\u00ean.<\/p>\n<p>Nh\u01b0ng khi c\u00e1c doanh nghi\u1ec7p t\u00ecm c\u00e1ch khai th\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c sinh ra b\u1edfi h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd, c\u00e1c ph\u00f2ng CNTT s\u1ebd c\u1ea7n ph\u1ea3i t\u1ea1o li\u00ean k\u1ebft m\u1ea1ng t\u1edbi c\u00e1c thi\u1ebft b\u1ecb tr\u00ean c\u1ea1nh bi\u00ean linh ho\u1ea1t h\u01a1n ho\u1eb7c gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 k\u1ebft n\u1ed1i b\u1ecb h\u1ea1n ch\u1ebf, th\u01b0\u1eddng xuy\u00ean gi\u00e1n \u0111o\u1ea1n. H\u1ecd c\u0169ng c\u1ea7n ph\u1ea3i hi\u1ec3u s\u1ef1 \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00e1c h\u1ec7 th\u1ed1ng c\u1ea1nh bi\u00ean, v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong kinh doanh.<\/p>\n<p>Theo nh\u00e0 ph\u00e2n t\u00edch c\u1ee7a IDC Natalya Yezhkova, 87 exabyte dung l\u01b0\u1ee3ng l\u01b0u tr\u1eef s\u1ebd \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng x\u1eed l\u00fd (workload) IoT v\u00e0o n\u0103m 2021.<\/p>\n<p>Nh\u01b0ng con s\u1ed1 t\u1ed5ng \u0111\u00f3 bao tr\u00f9m c\u1ea3 m\u1ed9t lo\u1ea1t c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng v\u00e0 ch\u1ee7ng lo\u1ea1i d\u1eef li\u1ec7u kh\u00e1c nhau. Ch\u00fang c\u00f3 th\u1ec3 dao \u0111\u1ed9ng t\u1eeb m\u1ed9t v\u00e0i kilobyte c\u1ee7a c\u00e1c log c\u1ea3nh b\u00e1o nhi\u1ec7t \u0111\u1ed9 t\u0103ng cao, cho t\u1edbi v\u00e0i terabyte d\u1eef li\u1ec7u c\u1ee7a c\u00e1c video gi\u00e1m s\u00e1t, nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t ho\u1eb7c ph\u00e2n t\u00edch h\u00e0nh vi trong giao th\u00f4ng v\u1eadn t\u1ea3i ho\u1eb7c b\u00e1n l\u1ebb.<\/p>\n<h3>IoT t\u1ea1o ra th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi vi\u1ec7c l\u01b0u gi\u1eef d\u1eef li\u1ec7u<\/h3>\n<p>B\u1ed9 ph\u1eadn IT v\u00e0 doanh nghi\u1ec7p c\u1ea7n th\u1ea3o lu\u1eadn v\u1ec1 ch\u00ednh s\u00e1ch l\u01b0u gi\u1eef d\u1eef li\u1ec7u. M\u1ed9t s\u1ed1 d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u1ea3nh b\u00e1o, c\u00f3 th\u1ec3 ch\u1ec9 c\u1ea7n \u0111\u01b0\u1ee3c gi\u1eef l\u1ea1i trong v\u00e0i ng\u00e0y ho\u1eb7c v\u00e0i gi\u1edd. D\u1eef li\u1ec7u gi\u00e1m s\u00e1t v\u00e0 m\u1ecdi th\u00f4ng tin s\u1ebd \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch sau n\u00e0y, c\u00f3 th\u1ec3 c\u00f3 th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng trong nhi\u1ec1u th\u00e1ng, v\u1edbi vi\u1ec7c l\u01b0u tr\u1eef \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng trong nhi\u1ec1u n\u0103m.<\/p>\n<p>Trong khi \u0111\u00f3, m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t m\u00e1y bay th\u01b0\u1eddng s\u1ebd l\u01b0u gi\u1eef d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t trong v\u00e0i th\u1eadp k\u1ef7 sau chuy\u1ebfn bay cu\u1ed1i c\u00f9ng c\u1ee7a m\u1ed9t d\u00f2ng m\u00e1y bay. V\u1edbi m\u1ed9t chi\u1ebfc m\u00e1y bay hi\u1ec7n \u0111\u1ea1i &#8211; ch\u1eb3ng h\u1ea1n nh\u01b0 Boeing 787 ho\u1eb7c Airbus A350 &#8211; t\u1ea1o ra t\u1edbi m\u1ed9t n\u1eeda terabyte d\u1eef li\u1ec7u tr\u00ean m\u1ed7i chuy\u1ebfn bay, nhu c\u1ea7u l\u01b0u tr\u1eef IoT c\u00f3 th\u1ec3 r\u1ea5t l\u1edbn.<\/p>\n<p>V\u00ed d\u1ee5 r\u1ea5t nhi\u1ec1u t\u1eeb c\u00e1c ng\u00e0nh kh\u00e1c. Ch\u1eb3ng h\u1ea1n c\u00f4ng ty nhi\u1ec7t th\u00f4ng minh Quby l\u01b0u l\u1ea1i 100GB d\u1eef li\u1ec7u n\u00e9n m\u1ed7i ng\u00e0y.<\/p>\n<blockquote><p>B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o c\u00e1c <a class=\"iblink\" href=\"\/solution\/enterprise-storage\/\">gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef<\/a> do Th\u1ebf Gi\u1edbi M\u00e1y Ch\u1ee7 cung c\u1ea5p <a href=\"https:\/\/thegioimaychu.vn\/storage\/?ref=tmblog\">t\u1ea1i \u0111\u00e2y<\/a>.<\/p><\/blockquote>\n<p>K\u1ebf \u0111\u1ebfn, c\u00f3 c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c c\u00e1c c\u00f4ng ty l\u01b0u l\u1ea1i \u1edf c\u1ea1nh bi\u00ean. M\u1ed9t s\u1ed1 th\u00f4ng tin, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c ch\u1ec9 s\u1ed1 t\u1eeb c\u1ea3m bi\u1ebfn, \u0111\u01b0\u1ee3c c\u1ea5u tr\u00fac v\u00e0 c\u00f3 th\u1ec3 n\u1eb1m trong c\u01a1 s\u1edf d\u1eef li\u1ec7u.<\/p>\n<p>Tuy nhi\u00ean, c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c l\u1ea1i t\u1ea1o ra m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac, ch\u1ee7 y\u1ebfu l\u00e0 video v\u00e0 nhi\u1ebfp \u1ea3nh, c\u00f3 th\u1ec3 c\u0169ng c\u00f3 c\u00e1c file \u00e2m thanh. C\u00e1c ph\u00f2ng IT s\u1ebd c\u1ea7n ph\u1ea3i t\u00e1ch bi\u1ec7t vi\u1ec7c l\u01b0u tr\u1eef th\u00f4 v\u00e0 nhu c\u1ea7u l\u01b0u tr\u1eef l\u00e2u d\u00e0i v\u1edbi nhu c\u1ea7u truy c\u1eadp nhanh v\u00e0o th\u00f4ng tin v\u1ec1 d\u1eef li\u1ec7u (metadata) \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y \u0111\u01b0\u1ee3c h\u00ecnh \u1ea3nh trong tr\u01b0\u1eddng h\u1ee3p c\u00f3 l\u1ed7i h\u1ec7 th\u1ed1ng ho\u1eb7c s\u1ef1 c\u1ed1 b\u1ea3o m\u1eadt.<\/p>\n<p>&#8220;Gi\u00e1m s\u00e1t video l\u00e0 m\u1ed9t v\u00ed d\u1ee5 r\u00f5 r\u00e0ng v\u1ec1 d\u1eef li\u1ec7u tr\u00f4ng c\u00f3 v\u1ebb \u0111\u01a1n gi\u1ea3n nh\u01b0ng c\u00f3 k\u00edch th\u01b0\u1edbc file kh\u00e1 l\u1edbn v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong m\u1ed9t th\u1eddi gian d\u00e0i&#8221;, Yann Lepant, gi\u00e1m \u0111\u1ed1c qu\u1ea3n l\u00fd c\u1ee7a Accenture Technology cho bi\u1ebft.<\/p>\n<p>\u201cV\u00ed d\u1ee5, camera quan s\u00e1t, \u0111\u00e3 tr\u1edf n\u00ean r\u1ebb h\u01a1n v\u00e0 ph\u1ed5 bi\u1ebfn h\u01a1n nhi\u1ec1u, \u0111\u1ebfn m\u1ee9c hi\u1ec7n nay n\u00f3 th\u01b0\u1eddng b\u00e1n k\u00e8m v\u1edbi c\u00e1c g\u00f3i d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y. M\u00e1y \u1ea3nh c\u00f3 xu h\u01b0\u1edbng t\u1ea1o ra kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u r\u1ea5t l\u1edbn, v\u00e0 trong khi chi ph\u00ed l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 r\u1ebb hi\u1ec7n nay, n\u00f3 ch\u1eafc h\u1eb3n s\u1ebd ph\u1ea3i t\u0103ng gi\u00e1 trong th\u1eddi gian t\u1edbi\u201d.<\/p>\n<h3>X\u1eed l\u00fd \u1edf c\u1ea1nh bi\u00ean<\/h3>\n<p>Nh\u01b0ng, thay v\u00ec mua th\u00eam dung l\u01b0\u1ee3ng l\u01b0u tr\u1eef, c\u00e1c doanh nghi\u1ec7p \u0111ang b\u1eaft \u0111\u1ea7u tr\u1edf n\u00ean s\u00e1ng su\u1ed1t h\u01a1n v\u1ec1 c\u00e1ch h\u1ecd s\u1eed d\u1ee5ng IoT v\u00e0 d\u1eef li\u1ec7u c\u1ea1nh bi\u00ean.<\/p>\n<p>M\u1ed9t ph\u1ea7n c\u1ee7a c\u00e2u tr\u1ea3 l\u1eddi l\u00e0: l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n \u1edf c\u1ea1nh bi\u00ean. M\u1ed9t c\u00e1ch kh\u00e1c l\u00e0 t\u1eadp trung h\u01a1n v\u00e0o ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 chuy\u1ec3n vi\u1ec7c ph\u00e2n t\u00edch \u0111\u1ebfn c\u1ea1nh bi\u00ean.<\/p>\n<p>C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111ang ng\u00e0y c\u00e0ng t\u0103ng c\u01b0\u1eddng l\u1eafp c\u00e1c thi\u1ebft b\u1ecb IoT v\u1edbi b\u1ed9 nh\u1edb c\u1ee5c b\u1ed9 c\u1ee7a ri\u00eang h\u1ecd. V\u00ed d\u1ee5, Western Digital l\u00e0m cho th\u1ebb SD \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 gi\u00e1m s\u00e1t v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c c\u1ee5c b\u1ed9 h\u00f3a (localized). \u0110i\u1ec1u n\u00e0y, theo gi\u00e1m \u0111\u1ed1c ti\u1ebfp th\u1ecb s\u1ea3n ph\u1ea9m gi\u00e1m s\u00e1t Brian Mallari, cho ph\u00e9p nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n \u0111\u01b0\u1ee3c gi\u1eef tr\u00ean thi\u1ebft b\u1ecb, c\u0169ng nh\u01b0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng vi\u1ec7c ghi h\u00ecnh v\u1eabn ti\u1ebfp t\u1ee5c n\u1ebfu m\u1ea1ng b\u1ecb m\u1ea5t k\u1ebft n\u1ed1i.<\/p>\n<p>Khi c\u00e1c thi\u1ebft b\u1ecb c\u1ea1nh bi\u00ean tr\u1edf n\u00ean m\u1ea1nh m\u1ebd v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 ch\u1ecdn gi\u1ea3i ph\u00e1p l\u00e0 ch\u1ec9 l\u1ea5y th\u00f4ng tin c\u1ee7a d\u1eef li\u1ec7u (metadata) v\u00e0 ch\u1ec9 c\u1ea7n ghi l\u1ea1i d\u1eef li\u1ec7u th\u00f4 n\u1ebfu c\u00f3 x\u1ea3y ra s\u1ef1 ki\u1ec7n n\u00e0o \u0111\u00f3.<\/p>\n<p>Johan Paulsson, gi\u00e1m \u0111\u1ed1c c\u00f4ng ngh\u1ec7 c\u1ee7a Axis, m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t thi\u1ebft b\u1ecb gi\u00e1m s\u00e1t, cho bi\u1ebft: \u201cT\u00ednh to\u00e1n c\u1ea1nh bi\u00ean l\u00e0m gi\u1ea3m b\u1edbt c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 network b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n x\u1eed l\u00fd d\u1eef li\u1ec7u \u1edf ngo\u00e0i r\u00eca c\u1ee7a network, g\u1ea7n v\u1edbi ngu\u1ed3n ph\u00e1t sinh d\u1eef li\u1ec7u.<\/p>\n<p>&#8220;L\u00e0m nh\u01b0 v\u1eady s\u1ebd l\u00e0m gi\u1ea3m \u0111\u00e1ng k\u1ec3 b\u0103ng th\u00f4ng c\u1ea7n thi\u1ebft gi\u1eefa c\u00e1c c\u1ea3m bi\u1ebfn, c\u00e1c thi\u1ebft b\u1ecb v\u00e0 c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u,&#8221; \u00f4ng n\u00f3i.<\/p>\n<p>\u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn suy ngh\u0129 v\u1ec1 Internet Of Things l\u00e0 v\u1ec1 t\u00ednh to\u00e1n v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea1nh bi\u00ean, ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u.<\/p>\n<p>Ngay c\u1ea3 nh\u1eefng d\u1ef1 \u0111o\u00e1n bi quan nh\u1ea5t v\u1ec1 t\u0103ng tr\u01b0\u1edfng IoT s\u1ebd \u0111\u1eb7t m\u1ed9t s\u1ef1 c\u0103ng th\u1eb3ng nghi\u00eam t\u00fac v\u00e0o kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c doanh nghi\u1ec7p trong vi\u1ec7c truy\u1ec1n t\u1ea3i v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u, v\u00ec v\u1eady h\u1ecd s\u1ebd c\u1ea7n ph\u1ea3i c\u00f3 s\u1ef1 ch\u1ecdn l\u1ecdc.<\/p>\n<p>&#8220;Nhi\u1ec1u ng\u01b0\u1eddi n\u00f3i v\u1ec1 d\u1eef li\u1ec7u, nh\u01b0ng th\u1eadt ra vi\u1ec7c hi\u1ec3u bi\u1ebft s\u00e2u v\u1ec1 n\u00f3 m\u1edbi l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng&#8221;, John Hickin, m\u1ed9t chuy\u00ean gia c\u00f4ng ngh\u1ec7 t\u1ea1i PA Consulting, n\u00f3i: \u201cB\u1ea1n c\u1ea7n \u0111\u00fang d\u1eef li\u1ec7u \u1edf \u0111\u00fang n\u01a1i v\u00e0o \u0111\u00fang th\u1eddi \u0111i\u1ec3m. \u0110i\u1ec1u \u0111\u00f3 cho b\u1ea1n bi\u1ebft c\u00e1ch b\u1ea1n hi\u1ec3u c\u00f4ng ngh\u1ec7 c\u1ea1nh bi\u00ean\u201d.<\/p>\n<p>\u00d4ng cho r\u1eb1ng s\u1ef1 ph\u00e1t tri\u1ec3n trong l\u0129nh v\u1ef1c \u0111i\u1ec7n to\u00e1n, vi\u1ec7c thu nh\u1ecf k\u00edch th\u01b0\u1edbc v\u00e0 ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng \u0111ang m\u1edf ra c\u00e1nh c\u1eeda cho v\u1ea5n \u0111\u1ec1 x\u1eed l\u00fd ph\u00e2n t\u00edch m\u1ea1nh m\u1ebd \u1edf c\u1ea1nh bi\u00ean. Ph\u00e2n t\u00edch c\u1ea1nh bi\u00ean l\u00e0m gi\u1ea3m nhu c\u1ea7u l\u01b0u tr\u1eef trung t\u00e2m v\u00e0 cho ph\u00e9p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng h\u01a1n.<\/p>\n<p>&#8220;\u0110\u1ed1i v\u1edbi d\u1eef li\u1ec7u t\u1eeb c\u1ea3m bi\u1ebfn, \u0111i\u1ec1u h\u1eefu \u00edch nh\u1ea5t l\u00e0 x\u1eed l\u00fd n\u00f3 c\u1ea1nh bi\u00ean&#8221;, \u00f4ng n\u00f3i. &#8220;\u0110i\u1ec1u \u0111\u00f3 gi\u00fap nh\u1eefng ng\u01b0\u1eddi \u1edf khu v\u1ef1c bi\u1ebft v\u1ec1 nh\u1eefng g\u00ec \u0111ang x\u1ea3y ra \u1edf n\u01a1i c\u1ee7a h\u1ecd v\u00e0 l\u00e0m cho ch\u00fang h\u1eefu \u00edch h\u01a1n cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh&#8221;.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20978\">Ph\u00e2n t\u00edch video th\u00f4ng minh &#8211; Intelligent Video Analytics: T\u01b0\u01a1ng lai c\u1ee7a m\u1ecdi ng\u00e0nh<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20724\">SOM &#8211; System On Module l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20003\">T\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t AI t\u1ea1i bi\u00ean v\u1edbi Lanner Edge AI Appliance v\u00e0 NVIDIA Jetson<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=7836\">Edge Computing &#8211; \u0110i\u1ec7n to\u00e1n bi\u00ean l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=19775\">\u0110i\u1ec7n to\u00e1n bi\u00ean: T\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n v\u00e0 truy\u1ec1n th\u00f4ng li\u00ean l\u1ea1c th\u1ebf h\u1ec7 ti\u1ebfp theo<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=16597\">NVIDIA Metropolis: Gi\u1ea3i ph\u00e1p AI t\u1ea1i bi\u00ean d\u00e0nh cho smart city, b\u00e1n l\u1ebb v\u00e0 c\u00e1c ng\u00e0nh li\u00ean quan<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>D&#7919; li&#7879;u t&#7915; c&aacute;c thi&#7871;t b&#7883; t&#7915; xa &#273;&#7863;t ra th&aacute;ch th&#7913;c cho c&aacute;c trung t&acirc;m d&#7919; li&#7879;u. Nh&#432;ng vi&#7879;c x&#7917; l&yacute; v&agrave; ph&acirc;n t&iacute;ch &#7903; c&#7841;nh bi&ecirc;n &ndash; edge computing, gi&#7843;i ph&aacute;p &#273;&aacute;m m&acirc;y c&oacute; th&#7875; gi&uacute;p c&aacute;c doanh nghi&#7879;p khai th&aacute;c &#273;&#432;&#7907;c ti&#7873;m n&#259;ng c&#7911;a IoT. Ch&uacute;ng ta &#273;ang ch&#7913;ng ki&#7871;n s&#7921; gia&#8230;<\/p>\n","protected":false},"author":2,"featured_media":767,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[675,676,58],"class_list":["post-484","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tong-hop","tag-edge-computing","tag-iot","tag-smart-city"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IoT v\u00e0 d\u1eef li\u1ec7u c\u1ea1nh bi\u00ean s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 l\u01b0u tr\u1eef nh\u01b0 th\u1ebf n\u00e0o? - Blog | TheGioiMayChu<\/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:\/\/thegioimaychu.vn\/blog\/tong-hop\/internet-of-things-va-du-lieu-canh-bien-se-tac-dong-den-van-de-luu-tru-nhu-the-nao-p484\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"IoT v\u00e0 d\u1eef li\u1ec7u c\u1ea1nh bi\u00ean s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 l\u01b0u tr\u1eef nh\u01b0 th\u1ebf n\u00e0o? - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"D&#7919; li&#7879;u t&#7915; c&aacute;c thi&#7871;t b&#7883; t&#7915; xa &#273;&#7863;t ra th&aacute;ch th&#7913;c cho c&aacute;c trung t&acirc;m d&#7919; li&#7879;u. Nh&#432;ng vi&#7879;c x&#7917; l&yacute; v&agrave; ph&acirc;n t&iacute;ch &#7903; c&#7841;nh bi&ecirc;n &ndash; edge computing, gi&#7843;i ph&aacute;p &#273;&aacute;m m&acirc;y c&oacute; th&#7875; gi&uacute;p c&aacute;c doanh nghi&#7879;p khai th&aacute;c &#273;&#432;&#7907;c ti&#7873;m n&#259;ng c&#7911;a IoT. 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