{"id":397,"date":"2018-11-05T08:24:00","date_gmt":"2018-11-05T08:24:00","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=397"},"modified":"2018-11-15T01:36:53","modified_gmt":"2018-11-15T01:36:53","slug":"hien-trang-ung-dung-iot-thong-minh-nam-2018","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\/","title":{"rendered":"Hi\u1ec7n tr\u1ea1ng \u1ee9ng d\u1ee5ng IoT th\u00f4ng minh n\u0103m 2018"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><ul>\n<li>B\u00e1n h\u00e0ng, Ti\u1ebfp th\u1ecb v\u00e0 V\u1eadn h\u00e0nh l\u00e0 nh\u1eefng khu v\u1ef1c \u1ee9ng d\u1ee5ng IoT n\u0103ng \u0111\u1ed9ng nh\u1ea5t cho \u0111\u1ebfn hi\u1ec7n nay.<\/li>\n<li>Nh\u1eefng \u0111\u01a1n v\u1ecb ti\u00ean phong b\u1eaft \u0111\u1ea7u \u0111\u01b0a IoT v\u00e0o ch\u1ea1y th\u1eed nghi\u1ec7m v\u1edbi k\u1ef3 v\u1ecdng t\u0103ng doanh thu v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng s\u1edbm h\u01a1n d\u1ef1 ki\u1ebfn.<\/li>\n<li>32% doanh nghi\u1ec7p \u0111ang \u0111\u1ea7u t\u01b0 v\u00e0o IoT v\u00e0 48% \u0111ang l\u00ean k\u1ebf ho\u1ea1ch \u0111\u1ebfn n\u0103m 2019.<\/li>\n<li>Nh\u1eefng n\u01a1i ch\u1ea5p nh\u1eadn IoT s\u1edbm s\u1ebd d\u1eabn \u0111\u1ea7u ng\u00e0nh c\u1ee7a h\u1ecd trong vi\u1ec7c \u00e1p d\u1ee5ng n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1ef1 b\u00e1o ti\u00ean ti\u1ebfn.<\/li>\n<\/ul>\n<p>Nh\u1eefng \u0111i\u1ec1u n\u00e0y v\u00e0 nhi\u1ec1u th\u00f4ng tin chi ti\u1ebft th\u00fa v\u1ecb kh\u00e1c l\u00e0 t\u1eeb b\u00e1o c\u00e1o m\u1edbi nh\u1ea5t c\u1ee7a Dresner Advisory Services, Nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng IoT Intelligence 2018, trong n\u0103m xu\u1ea5t b\u1ea3n th\u1ee9 4. Nghi\u00ean c\u1ee9u t\u1eadp trung v\u00e0o s\u1ef1 quan t\u00e2m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i v\u00e0 nhu c\u1ea7u v\u1ec1 th\u00f4ng tin kinh doanh trong IoT. Nghi\u00ean c\u1ee9u c\u0169ng ki\u1ec3m tra c\u00e1c c\u00f4ng ngh\u1ec7 li\u00ean quan quan tr\u1ecdng nh\u01b0 tr\u00ed th\u00f4ng minh v\u1ecb tr\u00ed, chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i, <a class=\"iblink\" href=\"\/blog\/tag\/cloud-computing\/\">\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/a>, ph\u00e2n t\u00edch ti\u00ean ti\u1ebfn v\u00e0 d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn. &#8220;Trong khi th\u1ecb tr\u01b0\u1eddng v\u1eabn c\u00f2n trong giai \u0111o\u1ea1n \u0111\u1ea7u, ch\u00fang t\u00f4i tin r\u1eb1ng IoT Intelligence, ph\u01b0\u01a1ng ti\u1ec7n \u0111\u1ec3 hi\u1ec3u v\u00e0 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u IoT, s\u1ebd ti\u1ebfp t\u1ee5c m\u1edf r\u1ed9ng khi c\u00e1c t\u1ed5 ch\u1ee9c tr\u01b0\u1edfng th\u00e0nh trong vi\u1ec7c thu th\u1eadp v\u00e0 t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u m\u1ee9c c\u1ea3m bi\u1ebfn&#8221;, Howard Dresner, ng\u01b0\u1eddi s\u00e1ng l\u1eadp, cho bi\u1ebft. v\u00e0 gi\u00e1m \u0111\u1ed1c nghi\u00ean c\u1ee9u t\u1ea1i Dresner Advisory Services. 70% s\u1ed1 ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi l\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c B\u1eafc M\u1ef9 (bao g\u1ed3m Hoa K\u1ef3, Canada v\u00e0 Puerto Rico). EMEA chi\u1ebfm kho\u1ea3ng 20% \u200b\u200bv\u00e0 ph\u1ea7n c\u00f2n l\u1ea1i \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i tr\u00ean kh\u1eafp Ch\u00e2u \u00c1-Th\u00e1i B\u00ecnh D\u01b0\u01a1ng v\u00e0 M\u1ef9 Latinh. Vui l\u00f2ng xem c\u00e1c trang 11, 15 \u0111\u1ebfn 18 c\u1ee7a nghi\u00ean c\u1ee9u \u0111\u1ec3 bi\u1ebft th\u00f4ng tin c\u1ee5 th\u1ec3 v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p v\u00e0 nh\u00e2n kh\u1ea9u h\u1ecdc tr\u1ea3 l\u1eddi.<\/p>\n<h3>Th\u00f4ng tin chi ti\u1ebft ch\u00ednh thu \u0111\u01b0\u1ee3c t\u1eeb nghi\u00ean c\u1ee9u bao g\u1ed3m:<\/h3>\n<p>B\u00e1n h\u00e0ng, ti\u1ebfp th\u1ecb v\u00e0 v\u1eadn h\u00e0nh l\u00e0 nh\u1eefng n\u01a1i ch\u1ea5p nh\u1eadn s\u1edbm nh\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a IoT hi\u1ec7n nay. T\u00ecm c\u00e1ch t\u1eadn d\u1ee5ng ti\u1ec1m n\u0103ng c\u1ee7a IoT \u0111\u1ec3 thu th\u1eadp ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng trong th\u1eddi gian th\u1ef1c v\u1ec1 hi\u1ec7u su\u1ea5t c\u1ee7a s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5, B\u00e1n h\u00e0ng v\u00e0 Ti\u1ebfp th\u1ecb d\u1eabn d\u1eaft t\u1ea5t c\u1ea3 c\u00e1c ph\u00f2ng ban trong vi\u1ec7c \u01b0u ti\u00ean gi\u00e1 tr\u1ecb c\u1ee7a IoT trong doanh nghi\u1ec7p. 12% c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd v\u1eadn h\u00e0nh n\u00f3i r\u1eb1ng IoT l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee7a h\u1ecd. Qu\u1ea3n l\u00fd \u0111i\u1ec1u h\u00e0nh v\u00e0 T\u00e0i ch\u00ednh v\u1eabn ch\u01b0a t\u00ecm th\u1ea5y \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb m\u00e0 c\u00e1c b\u1ed9 ph\u1eadn B\u00e1n h\u00e0ng, Ti\u1ebfp th\u1ecb v\u00e0 V\u1eadn h\u00e0nh \u0111ang c\u00f3.<\/p>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2FIoT-Importance-by-function.jpg\" alt=\"\" width=\"960\" height=\"688\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<p>C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t xem IoT l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m, l\u1eadp k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t v\u00e0 m\u1ee5c ti\u00eau ki\u1ec3m so\u00e1t chu\u1ed7i cung \u1ee9ng c\u1ee7a h\u1ecd. L\u00e3nh \u0111\u1ea1o ng\u00e0nh b\u1ea3o hi\u1ec3m c\u0169ng coi IoT l\u00e0 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c ho\u1ea1t \u0111\u1ed9ng v\u00ec c\u00e1c m\u00f4 h\u00ecnh kinh doanh c\u1ee7a h\u1ecd hi\u1ec7n \u0111ang t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ef1 \u0111\u1ed9ng ho\u00e1 qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho v\u00e0 s\u1ef1 an to\u00e0n. C\u00e1c c\u00f4ng ty b\u1ea3o hi\u1ec3m c\u0169ng theo d\u00f5i c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n v\u00e0 \u0111\u1ed9i t\u00e0u h\u1eadu c\u1ea7n \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c t\u1ea7m nh\u00ecn r\u00f5 h\u01a1n v\u1ec1 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a tuy\u1ebfn \u0111\u01b0\u1eddng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a \u1edf m\u1ee9c r\u1ee7i ro th\u1ea5p nh\u1ea5t c\u00f3 th\u1ec3 x\u1ea3y ra. D\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe l\u00e0 m\u1ed1i quan t\u00e2m ti\u1ebfp theo trong IoT, c\u00f9ng v\u1edbi Gi\u00e1o d\u1ee5c \u0111\u1ea1i h\u1ecdc v\u00e0 D\u1ecbch v\u1ee5 kinh doanh, cho th\u1ea5y m\u1ee9c \u0111\u1ed9 quan tr\u1ecdng th\u1ea5p nh\u1ea5t trong ng\u00e0nh.<\/p>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2FIoT-Interest-by-Industry-.jpg\" alt=\"\" width=\"960\" height=\"677\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<p>\u0110\u1ea7u t\u01b0 v\u00e0o ph\u00e2n t\u00edch IoT, ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ed1 li\u1ec7u ch\u00ednh x\u00e1c, \u0111\u00e1ng tin c\u1eady \u0111\u1ec3 \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n l\u00e0 kh\u00eda c\u1ea1nh quan tr\u1ecdng nh\u1ea5t c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng IoT ng\u00e0y nay. C\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o chu\u1ed7i cung \u1ee9ng d\u1eef li\u1ec7u bao g\u1ed3m thu th\u1eadp d\u1eef li\u1ec7u, di chuy\u1ec3n, chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u v\u00e0 qu\u1ea3n l\u00fd l\u00e0 l\u0129nh v\u1ef1c quan tr\u1ecdng th\u1ee9 hai, ti\u1ebfp theo l\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng IoT. Ph\u00e2n t\u00edch, ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng v\u00e0 s\u1ed1 li\u1ec7u ch\u00ednh x\u00e1c, \u0111\u00e1ng tin c\u1eady \u0111\u1ecbnh h\u01b0\u1edbng DevOps ph\u00f9 h\u1ee3p v\u1edbi k\u1ebft qu\u1ea3 c\u1ee7a nghi\u00ean c\u1ee9u r\u1eb1ng nh\u1eefng ng\u01b0\u1eddi d\u00f9ng \u0111\u1ea7u ti\u00ean c\u00f3 h\u1ed3 s\u01a1 theo d\u00f5i xu\u1ea5t s\u1eafc v\u00e0 \u00e1p d\u1ee5ng ph\u00e2n t\u00edch ti\u00ean ti\u1ebfn v\u00e0 d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 th\u00e1ch th\u1ee9c c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 h\u1eadu c\u1ea7n, ho\u1ea1t \u0111\u1ed9ng, b\u00e1n h\u00e0ng v\u00e0 ti\u1ebfp th\u1ecb.<\/p>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2Fcategories-of-IoT-investment.jpg\" alt=\"\" width=\"960\" height=\"674\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<p>Nh\u1eefng n\u01a1i s\u1edbm ch\u1ea5p nh\u1eadn ho\u1eb7c \u0111\u01a1n v\u1ecb \u1ee7ng h\u1ed9 IoT \u01b0u ti\u00ean c\u00e1c dashboard, report, c\u00e1c use-case c\u1ee7a IoT cung c\u1ea5p c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u li\u00ean t\u1ee5c cho b\u1ed9 ph\u1eadn ph\u00e2n t\u00edch, m\u00f4 ph\u1ecfng n\u00e2ng cao v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u. D\u1eef li\u1ec7u ph\u1ea3n \u00e1nh c\u00e1ch th\u1ee9c n\u01a1i \u1ee9ng d\u1ee5ng IoT s\u1edbm nhanh ch\u00f3ng tr\u1edf n\u00ean n\u0103ng \u0111\u1ed9ng h\u01a1n trong c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi v\u1edbi m\u1ee5c ti\u00eau \u0111\u1ea1t \u0111\u01b0\u1ee3c quy m\u00f4 c\u1ea5p s\u1ed1 nh\u00e2n tr\u00ean c\u00e1c ph\u00e2n t\u00edch v\u00e0 n\u1ec1n t\u1ea3ng IoT.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2FTech-Importance-IoT-Advocates-versus-Operall-Sample.jpg\" alt=\"\" width=\"960\" height=\"658\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<p>T\u1ea7m quan tr\u1ecdng c\u1ee7a ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 kh\u00e2u d\u1ef1 b\u00e1o \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t cho th\u1ea5y \u0111ang \u1edf m\u1ee9c cao nh\u1ea5t t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay. \u0110\u1ea1t \u0111\u01b0\u1ee3c ch\u1ec9 s\u1ed1 t\u1ea7m quan tr\u1ecdng (tr\u1ecdng s\u1ed1 trung b\u00ecnh) l\u00e0 3,6 tr\u00ean thang \u0111i\u1ec3m 5.0, ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 d\u1ef1 b\u00e1o ng\u00e0y nay \u0111\u01b0\u1ee3c coi l\u00e0 \u201cquan tr\u1ecdng\u201d ho\u1eb7c \u201cr\u1ea5t quan tr\u1ecdng\u201d \u0111\u1ed1i v\u1edbi \u0111a s\u1ed1 ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi. M\u1eb7c d\u00f9 c\u00f3 s\u1ef1 s\u1ee5t gi\u1ea3m nh\u1eb9 trong n\u0103m 2017, nh\u01b0ng t\u00e2m l\u00fd quan tr\u1ecdng (nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng c\u1ee7a ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 d\u1ef1 b\u00e1o) \u0111ang c\u00f3 xu h\u01b0\u1edbng t\u0103ng trong 5 n\u0103m nghi\u00ean c\u1ee9u c\u1ee7a ch\u00fang t\u00f4i. S\u1ef1 n\u1eafm\u00a0v\u1eefng v\u1ec1 ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 d\u1ef1 b\u00e1o l\u00e0 ch\u1ec9 b\u00e1o h\u00e0ng \u0111\u1ea7u v\u1ec1 vi\u1ec7c \u00e1p d\u1ee5ng IoT, cho th\u1ea5y ti\u1ec1m n\u0103ng c\u1ee7a nhi\u1ec1u ph\u00e2n t\u00edch ti\u1ec1n kh\u1ea3 thi v\u00e0 d\u1ef1 \u00e1n IoT trong ng\u00e0nh s\u1ea3n xu\u1ea5t trong n\u0103m t\u1edbi.<\/p>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2FImportance-of-advanced-and-predictive-analytics.jpg\" alt=\"\" width=\"960\" height=\"654\" \/><figcaption class=\"wp-caption-text\">SOURCE: DRESNER ADVISORY SERVICES 2018 IOT INTELLIGENCE\u00ae MARKET STUDY<\/figcaption><\/figure>\n<p>C\u00e1c t\u00ednh n\u0103ng c\u00f3 gi\u00e1 tr\u1ecb nh\u1ea5t cho c\u00e1c \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 d\u1ef1 b\u00e1o bao g\u1ed3m h\u1ed7 tr\u1ee3 cho m\u1ed9t lo\u1ea1t c\u00e1c m\u00f4 h\u00ecnh h\u1ed3i quy, ph\u00e2n c\u1ee5m theo th\u1ee9 b\u1eadc, th\u1ed1ng k\u00ea m\u00f4 t\u1ea3 v\u00e0 h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd. Vi\u1ec7c qu\u1ea3n l\u00fd m\u00f4 h\u00ecnh l\u00e0 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi h\u01a1n 90% s\u1ed1 ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u1ecfi, ti\u1ebfp t\u1ee5c cho th\u1ea5y quy m\u00f4 ph\u00e2n t\u00edch IoT l\u00e0 m\u1ee5c ti\u00eau m\u00e0 nhi\u1ec1u ng\u01b0\u1eddi \u0111ang theo \u0111u\u1ed5i. Ph\u00e2n t\u00edch kh\u00f4ng gian \u0111\u1ecba l\u00fd (c\u00f3 li\u00ean quan ch\u1eb7t ch\u1ebd v\u1edbi b\u1ea3n \u0111\u1ed3, d\u00e2n s\u1ed1, nh\u00e2n kh\u1ea9u h\u1ecdc v\u00e0 c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o tr\u00ean web kh\u00e1c), ph\u01b0\u01a1ng ph\u00e1p Bayes v\u00e0 l\u1ef1a ch\u1ecdn t\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng l\u00e0 chu\u1ed7i t\u00ednh n\u0103ng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u ti\u1ebfp theo.<\/p>\n<figure style=\"width: 846px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/11\/features-for-advanced-and-predictive-analytics.gif\" alt=\"\" width=\"846\" height=\"552\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thumbor.forbes.com\/thumbor\/960x0\/https%3A%2F%2Fblogs-images.forbes.com%2Flouiscolumbus%2Ffiles%2F2018%2F11%2FUsability-for-advanced-and-predictive-analytics.jpg\" alt=\"\" width=\"960\" height=\"651\" \/><figcaption class=\"wp-caption-text\">NGU\u1ed2N: D\u1ecaCH V\u1ee4 T\u01af V\u1ea4N DRESNER 2018 IOT INTELLIGENCE\u00ae STUDY STUDY<\/figcaption><\/figure>\n<p>Truy c\u1eadp v\u00e0o ph\u00e2n t\u00edch n\u00e2ng cao \u0111\u1ec3 ph\u00e2n t\u00edch d\u1ef1 b\u00e1o l\u00e0 l\u1ee3i \u00edch quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi nh\u1eefng nh\u00e0 \u1ee9ng d\u1ee5ng IoT ng\u00e0y nay. Th\u1ee9 hai l\u00e0 h\u1ed7 tr\u1ee3 cho vi\u1ec7c l\u1eb7p l\u1ea1i d\u1ec5 d\u00e0ng, v\u00e0 th\u1ee9 ba l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn c\u00e1c m\u00f4 h\u00ecnh. Nghi\u00ean c\u1ee9u \u0111\u00e1nh gi\u00e1 m\u1ed9t t\u1eadp h\u1ee3p chi ti\u1ebft ch\u00edn l\u1ee3i \u00edch v\u1ec1 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng h\u1ed7 tr\u1ee3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng d\u1ef1 b\u00e1o n\u00e2ng cao. T\u1ea5t c\u1ea3 ch\u00edn l\u1ee3i \u00edch \u0111\u1ec1u quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi tr\u1ea3 l\u1eddi.<\/p>\n<p>Ngu\u1ed3n <em>Forbes<\/em><\/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=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>B&aacute;n h&agrave;ng, Ti&#7871;p th&#7883; v&agrave; V&#7853;n h&agrave;nh l&agrave; nh&#7919;ng khu v&#7921;c &#7913;ng d&#7909;ng IoT n&#259;ng &#273;&#7897;ng nh&#7845;t cho &#273;&#7871;n hi&#7879;n nay. Nh&#7919;ng &#273;&#417;n v&#7883; ti&ecirc;n phong b&#7855;t &#273;&#7847;u &#273;&#432;a IoT v&agrave;o ch&#7841;y th&#7917; nghi&#7879;m v&#7899;i k&#7923; v&#7885;ng t&#259;ng doanh thu v&agrave; &#273;&#7841;t &#273;&#432;&#7907;c hi&#7879;u qu&#7843; ho&#7841;t &#273;&#7897;ng s&#7899;m h&#417;n d&#7921; ki&#7871;n. 32% doanh nghi&#7879;p &#273;ang&#8230;<\/p>\n","protected":false},"author":2,"featured_media":398,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,676],"class_list":["post-397","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-iot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hi\u1ec7n tr\u1ea1ng \u1ee9ng d\u1ee5ng IoT th\u00f4ng minh n\u0103m 2018 - 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\/ai-hpc\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Hi\u1ec7n tr\u1ea1ng \u1ee9ng d\u1ee5ng IoT th\u00f4ng minh n\u0103m 2018 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"B&aacute;n h&agrave;ng, Ti&#7871;p th&#7883; v&agrave; V&#7853;n h&agrave;nh l&agrave; nh&#7919;ng khu v&#7921;c &#7913;ng d&#7909;ng IoT n&#259;ng &#273;&#7897;ng nh&#7845;t cho &#273;&#7871;n hi&#7879;n nay. Nh&#7919;ng &#273;&#417;n v&#7883; ti&ecirc;n phong b&#7855;t &#273;&#7847;u &#273;&#432;a IoT v&agrave;o ch&#7841;y th&#7917; nghi&#7879;m v&#7899;i k&#7923; v&#7885;ng t&#259;ng doanh thu v&agrave; &#273;&#7841;t &#273;&#432;&#7907;c hi&#7879;u qu&#7843; ho&#7841;t &#273;&#7897;ng s&#7899;m h&#417;n d&#7921; ki&#7871;n. 32% doanh nghi&#7879;p &#273;ang...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/11\/iotintelligent.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"Hi\u1ec7n tr\u1ea1ng \u1ee9ng d\u1ee5ng IoT th\u00f4ng minh n\u0103m 2018\",\"datePublished\":\"2018-11-05T08:24:00+00:00\",\"dateModified\":\"2018-11-15T01:36:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\\\/\"},\"wordCount\":2011,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/hien-trang-ung-dung-iot-thong-minh-nam-2018-p397\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/11\\\/iotintelligent.jpg\",\"keywords\":[\"ai\",\"iot\"],\"articleSection\":[\"AI - 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