{"id":1546,"date":"2025-11-04T00:00:24","date_gmt":"2025-11-03T17:00:24","guid":{"rendered":"https:\/\/technest.com.vn\/?p=1546"},"modified":"2025-11-13T15:45:46","modified_gmt":"2025-11-13T08:45:46","slug":"kien-truc-iot","status":"publish","type":"post","link":"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/","title":{"rendered":"Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec v\u00e0 c\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT"},"content":{"rendered":"<p><a title=\"Ki\u1ebfn tr\u00fac IoT\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/\"><b>Ki\u1ebfn tr\u00fac IoT<\/b><\/a><span style=\"font-weight: 400;\"> l\u00e0 n\u1ec1n t\u1ea3ng quan tr\u1ecdng gi\u00fap c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i, trao \u0111\u1ed5i v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. Nh\u1edd ki\u1ebfn tr\u00fac n\u00e0y, h\u1ec7 th\u1ed1ng Internet v\u1ea1n v\u1eadt ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru t\u1eeb kh\u00e2u thu th\u1eadp th\u00f4ng tin, truy\u1ec1n t\u1ea3i d\u1eef li\u1ec7u \u0111\u1ebfn ph\u00e2n t\u00edch v\u00e0 hi\u1ec3n th\u1ecb k\u1ebft qu\u1ea3. Vi\u1ec7c hi\u1ec3u r\u00f5 ki\u1ebfn tr\u00fac IoT kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t h\u1ec7 th\u1ed1ng m\u00e0 c\u00f2n m\u1edf ra nhi\u1ec1u \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n trong \u0111\u1eddi s\u1ed1ng v\u00e0 doanh nghi\u1ec7p. H\u00e3y c\u00f9ng <a title=\"TECHNEST\" href=\"https:\/\/technest.com.vn\/\" target=\"_blank\" rel=\"noopener\"><strong>TECHNEST<\/strong><\/a> t\u00ecm hi\u1ec3u ngay!<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/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\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/span><\/span><\/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:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Kien_truc_IoT_la_gi\" >Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Cau_truc_co_ban_cua_he_thong_IoT\" >C\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Lop_cam_bien_%E2%80%93_thu_thap_du_lieu_tu_thiet_bi\" >L\u1edbp c\u1ea3m bi\u1ebfn \u2013 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb thi\u1ebft b\u1ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Lop_mang_%E2%80%93_truyen_du_lieu_giua_cac_thiet_bi_IoT\" >L\u1edbp m\u1ea1ng \u2013 truy\u1ec1n d\u1eef li\u1ec7u gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb IoT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Lop_xu_ly_du_lieu_%E2%80%93_phan_tich_va_luu_tru_thong_tin\" >L\u1edbp x\u1eed l\u00fd d\u1eef li\u1ec7u \u2013 ph\u00e2n t\u00edch v\u00e0 l\u01b0u tr\u1eef th\u00f4ng tin<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Lop_ung_dung_%E2%80%93_hien_thi_va_khai_thac_du_lieu_IoT\" >L\u1edbp \u1ee9ng d\u1ee5ng \u2013 hi\u1ec3n th\u1ecb v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u IoT<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Cac_yeu_to_can_xem_xet_khi_thiet_ke_kien_truc_IoT\" >C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac IoT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#Nhung_cau_hoi_thuong_gap_ve_kien_truc_IoT\" >Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ki\u1ebfn tr\u00fac IoT<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#1_Vi_sao_can_xay_dung_kien_truc_IoT_ro_rang\" >1. V\u00ec sao c\u1ea7n x\u00e2y d\u1ef1ng ki\u1ebfn tr\u00fac IoT r\u00f5 r\u00e0ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#2_Co_bao_nhieu_lop_trong_kien_truc_IoT\" >2. C\u00f3 bao nhi\u00eau l\u1edbp trong ki\u1ebfn tr\u00fac IoT?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#3_Kien_truc_IoT_co_ap_dung_cho_moi_linh_vuc_khong\" >3. Ki\u1ebfn tr\u00fac IoT c\u00f3 \u00e1p d\u1ee5ng cho m\u1ecdi l\u0129nh v\u1ef1c kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#4_Nhung_thach_thuc_lon_nhat_khi_trien_khai_kien_truc_IoT_la_gi\" >4. Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi tri\u1ec3n khai ki\u1ebfn tr\u00fac IoT 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-13\" href=\"https:\/\/technest.com.vn\/vi\/kien-truc-iot\/#5_Tuong_lai_cua_kien_truc_IoT_se_ra_sao\" >5. T\u01b0\u01a1ng lai c\u1ee7a ki\u1ebfn tr\u00fac IoT s\u1ebd ra sao?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Kien_truc_IoT_la_gi\"><\/span><b>Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> (Internet of Things Architecture) l\u00e0 c\u1ea5u tr\u00fac n\u1ec1n t\u1ea3ng gi\u00fap h\u00e0ng t\u1ef7 thi\u1ebft b\u1ecb th\u00f4ng minh tr\u00ean th\u1ebf gi\u1edbi c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i, giao ti\u1ebfp v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u v\u1edbi nhau m\u1ed9t c\u00e1ch li\u1ec1n m\u1ea1ch. \u0110\u00e2y l\u00e0 h\u1ec7 th\u1ed1ng t\u1ed5ng th\u1ec3 g\u1ed3m nhi\u1ec1u l\u1edbp, m\u1ed7i l\u1edbp \u0111\u1ea3m nhi\u1ec7m m\u1ed9t vai tr\u00f2 ri\u00eang \u2013 t\u1eeb thu th\u1eadp d\u1eef li\u1ec7u, truy\u1ec1n d\u1eabn, x\u1eed l\u00fd cho \u0111\u1ebfn hi\u1ec3n th\u1ecb th\u00f4ng tin cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i.<\/span><\/p>\n<figure id=\"attachment_1547\" aria-describedby=\"caption-attachment-1547\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1547 size-full\" title=\"Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-1.webp\" alt=\"Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-1.webp 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-1-300x200.webp 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-1547\" class=\"wp-caption-text\">Ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">M\u1ee5c ti\u00eau c\u1ee7a <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> l\u00e0 t\u1ea1o ra m\u1ed9t c\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh, an to\u00e0n v\u00e0 m\u1edf r\u1ed9ng, cho ph\u00e9p c\u00e1c thi\u1ebft b\u1ecb v\u1eadt l\u00fd nh\u01b0 <strong>c\u1ea3m bi\u1ebfn, camera, m\u00e1y m\u00f3c c\u00f4ng nghi\u1ec7p, xe h\u01a1i hay thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh&#8230;<\/strong> c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng trong c\u00f9ng m\u1ed9t h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Trong ph\u1ea7n ti\u1ebfp theo, ch\u00fang ta s\u1ebd t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 <\/span><b>c\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT<\/b><span style=\"font-weight: 400;\">, v\u1edbi t\u1eebng l\u1edbp \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c v\u1eadn h\u00e0nh to\u00e0n b\u1ed9 m\u1ea1ng l\u01b0\u1edbi th\u00f4ng minh n\u00e0y.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cau_truc_co_ban_cua_he_thong_IoT\"><\/span><b>C\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1ed9t h\u1ec7 th\u1ed1ng IoT ho\u00e0n ch\u1ec9nh th\u01b0\u1eddng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng theo <\/span><b>b\u1ed1n l\u1edbp ch\u00ednh<\/b><span style=\"font-weight: 400;\">: l\u1edbp c\u1ea3m bi\u1ebfn, l\u1edbp m\u1ea1ng, l\u1edbp x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 l\u1edbp \u1ee9ng d\u1ee5ng. M\u1ed7i l\u1edbp \u0111\u1ea3m nh\u1eadn m\u1ed9t ch\u1ee9c n\u0103ng ri\u00eang bi\u1ec7t, nh\u01b0ng \u0111\u1ed3ng th\u1eddi li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o lu\u1ed3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c truy\u1ec1n t\u1ea3i li\u00ean t\u1ee5c v\u00e0 ch\u00ednh x\u00e1c. H\u00e3y c\u00f9ng kh\u00e1m ph\u00e1 chi ti\u1ebft t\u1eebng l\u1edbp trong ki\u1ebfn tr\u00fac n\u00e0y.<\/span><\/p>\n<figure id=\"attachment_1548\" aria-describedby=\"caption-attachment-1548\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1548 size-full\" title=\"C\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-2.webp\" alt=\"C\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-2.webp 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-2-300x200.webp 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-1548\" class=\"wp-caption-text\">C\u1ea5u tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a h\u1ec7 th\u1ed1ng IoT<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Lop_cam_bien_%E2%80%93_thu_thap_du_lieu_tu_thiet_bi\"><\/span><b>L\u1edbp c\u1ea3m bi\u1ebfn \u2013 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb thi\u1ebft b\u1ecb<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">L\u1edbp c\u1ea3m bi\u1ebfn (hay c\u00f2n g\u1ecdi l\u00e0 l\u1edbp v\u1eadt l\u00fd) l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ea7u ti\u00ean trong <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\">. \u0110\u00e2y l\u00e0 n\u01a1i c\u00e1c c\u1ea3m bi\u1ebfn, b\u1ed9 truy\u1ec1n \u0111\u1ed9ng (actuator) ho\u1eb7c thi\u1ebft b\u1ecb th\u00f4ng minh t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp v\u1edbi m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> V\u00ed d\u1ee5: c\u1ea3m bi\u1ebfn nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, \u00e1nh s\u00e1ng, chuy\u1ec3n \u0111\u1ed9ng, v\u1ecb tr\u00ed GPS&#8230;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c thi\u1ebft b\u1ecb n\u00e0y s\u1ebd <\/span><b>bi\u1ebfn \u0111\u1ed5i th\u00f4ng tin v\u1eadt l\u00fd<\/b><span style=\"font-weight: 400;\"> th\u00e0nh d\u1eef li\u1ec7u s\u1ed1 c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c, ch\u1eb3ng h\u1ea1n nh\u01b0 \u201cnhi\u1ec7t \u0111\u1ed9 ph\u00f2ng l\u00e0 28\u00b0C\u201d ho\u1eb7c \u201cc\u00f3 chuy\u1ec3n \u0111\u1ed9ng trong khu v\u1ef1c A\u201d. Sau \u0111\u00f3, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u1eedi l\u00ean l\u1edbp m\u1ea1ng \u0111\u1ec3 truy\u1ec1n \u0111i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L\u1edbp c\u1ea3m bi\u1ebfn \u0111\u00f3ng vai tr\u00f2 c\u1ef1c k\u1ef3 quan tr\u1ecdng v\u00ec n\u00f3 quy\u1ebft \u0111\u1ecbnh <\/span><b>\u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u00ednh k\u1ecbp th\u1eddi<\/b><span style=\"font-weight: 400;\"> c\u1ee7a th\u00f4ng tin m\u00e0 h\u1ec7 th\u1ed1ng IoT thu th\u1eadp. Vi\u1ec7c l\u1ef1a ch\u1ecdn c\u1ea3m bi\u1ebfn ph\u00f9 h\u1ee3p, c\u00f3 \u0111\u1ed9 nh\u1ea1y v\u00e0 \u0111\u1ed9 b\u1ec1n cao, l\u00e0 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i khi thi\u1ebft k\u1ebf m\u1ed9t ki\u1ebfn tr\u00fac IoT hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Lop_mang_%E2%80%93_truyen_du_lieu_giua_cac_thiet_bi_IoT\"><\/span><b>L\u1edbp m\u1ea1ng \u2013 truy\u1ec1n d\u1eef li\u1ec7u gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb IoT<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Sau khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp, l\u1edbp m\u1ea1ng ch\u1ecbu tr\u00e1ch nhi\u1ec7m <\/span><b>v\u1eadn chuy\u1ec3n d\u1eef li\u1ec7u<\/b><span style=\"font-weight: 400;\"> t\u1eeb c\u00e1c thi\u1ebft b\u1ecb c\u1ea3m bi\u1ebfn \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng x\u1eed l\u00fd trung t\u00e2m ho\u1eb7c \u0111\u00e1m m\u00e2y. L\u1edbp n\u00e0y l\u00e0 \u201cx\u01b0\u01a1ng s\u1ed1ng\u201d c\u1ee7a to\u00e0n b\u1ed9 <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\">, \u0111\u1ea3m b\u1ea3o m\u1ecdi thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 giao ti\u1ebfp v\u1edbi nhau m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 \u1ed5n \u0111\u1ecbnh.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u00f4ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u1edf l\u1edbp n\u00e0y r\u1ea5t \u0111a d\u1ea1ng, t\u00f9y thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u v\u1ec1 ph\u1ea1m vi, t\u1ed1c \u0111\u1ed9 v\u00e0 n\u0103ng l\u01b0\u1ee3ng. C\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn nh\u01b0 Wi-Fi, Bluetooth, ZigBee, LoRa, NB-IoT, 4G\/5G ho\u1eb7c Ethernet.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L\u1edbp m\u1ea1ng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 truy\u1ec1n d\u1eef li\u1ec7u m\u00e0 c\u00f2n ph\u1ea3i \u0111\u1ea3m b\u1ea3o <\/span><b>b\u1ea3o m\u1eadt th\u00f4ng tin, qu\u1ea3n l\u00fd \u0111\u1ecbnh tuy\u1ebfn v\u00e0 ch\u1ed1ng m\u1ea5t g\u00f3i tin<\/b><span style=\"font-weight: 400;\">. M\u1ed9t m\u1ea1ng IoT m\u1ea1nh m\u1ebd s\u1ebd gi\u00fap duy tr\u00ec hi\u1ec7u su\u1ea5t cao ngay c\u1ea3 khi h\u00e0ng ngh\u00ecn thi\u1ebft b\u1ecb c\u00f9ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed3ng th\u1eddi.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Lop_xu_ly_du_lieu_%E2%80%93_phan_tich_va_luu_tru_thong_tin\"><\/span><b>L\u1edbp x\u1eed l\u00fd d\u1eef li\u1ec7u \u2013 ph\u00e2n t\u00edch v\u00e0 l\u01b0u tr\u1eef th\u00f4ng tin<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Khi d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c truy\u1ec1n \u0111\u1ebfn trung t\u00e2m, l\u1edbp x\u1eed l\u00fd d\u1eef li\u1ec7u s\u1ebd \u0111\u1ea3m nhi\u1ec7m vi\u1ec7c <\/span><b>ph\u00e2n t\u00edch, l\u01b0u tr\u1eef v\u00e0 ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh<\/b><span style=\"font-weight: 400;\">. \u0110\u00e2y \u0111\u01b0\u1ee3c xem l\u00e0 \u201cb\u1ed9 n\u00e3o\u201d c\u1ee7a to\u00e0n b\u1ed9 <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u1ea1i l\u1edbp n\u00e0y, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p, l\u00e0m s\u1ea1ch v\u00e0 ph\u00e2n t\u00edch b\u1eb1ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 <\/span><b>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/b><span style=\"font-weight: 400;\">, <\/span><b>machine learning<\/b><span style=\"font-weight: 400;\">, <\/span><b>big data<\/b><span style=\"font-weight: 400;\"> ho\u1eb7c <\/span><b>\u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (cloud computing)<\/b><span style=\"font-weight: 400;\">. M\u1ee5c ti\u00eau l\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 th\u00e0nh th\u00f4ng tin h\u1eefu \u00edch, gi\u00fap ng\u01b0\u1eddi d\u00f9ng ho\u1eb7c h\u1ec7 th\u1ed1ng \u0111\u01b0a ra h\u00e0nh \u0111\u1ed9ng ph\u00f9 h\u1ee3p.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ed d\u1ee5, trong m\u1ed9t h\u1ec7 th\u1ed1ng nh\u00e0 th\u00f4ng minh, khi c\u1ea3m bi\u1ebfn ph\u00e1t hi\u1ec7n nhi\u1ec7t \u0111\u1ed9 t\u0103ng cao, l\u1edbp x\u1eed l\u00fd s\u1ebd ra l\u1ec7nh cho m\u00e1y l\u1ea1nh ho\u1ea1t \u0111\u1ed9ng. Trong c\u00f4ng nghi\u1ec7p, l\u1edbp n\u00e0y gi\u00fap d\u1ef1 \u0111o\u00e1n h\u1ecfng h\u00f3c thi\u1ebft b\u1ecb ho\u1eb7c t\u1ed1i \u01b0u quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L\u1edbp x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e0ng m\u1ea1nh, <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> c\u00e0ng c\u00f3 kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i nhanh, ch\u00ednh x\u00e1c v\u00e0 th\u00f4ng minh h\u01a1n.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Lop_ung_dung_%E2%80%93_hien_thi_va_khai_thac_du_lieu_IoT\"><\/span><b>L\u1edbp \u1ee9ng d\u1ee5ng \u2013 hi\u1ec3n th\u1ecb v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u IoT<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">L\u1edbp cu\u1ed1i c\u00f9ng trong <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> l\u00e0 l\u1edbp \u1ee9ng d\u1ee5ng \u2013 n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y v\u00e0 s\u1eed d\u1ee5ng tr\u1ef1c ti\u1ebfp b\u1edfi con ng\u01b0\u1eddi ho\u1eb7c c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c. \u0110\u00e2y l\u00e0 c\u1ea7u n\u1ed1i gi\u1eefa th\u1ebf gi\u1edbi k\u1ef9 thu\u1eadt v\u00e0 nhu c\u1ea7u th\u1ef1c t\u1ebf c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00f9y v\u00e0o l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng, d\u1eef li\u1ec7u IoT c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u00ean <\/span><b>b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n (dashboard)<\/b><span style=\"font-weight: 400;\">, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd doanh nghi\u1ec7p (ERP, CRM&#8230;).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ed d\u1ee5:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong n\u00f4ng nghi\u1ec7p th\u00f4ng minh, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 theo d\u00f5i \u0111\u1ed9 \u1ea9m \u0111\u1ea5t tr\u00ean \u1ee9ng d\u1ee5ng \u0111i\u1ec7n tho\u1ea1i.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong logistics, nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t v\u1ecb tr\u00ed v\u00e0 t\u00ecnh tr\u1ea1ng h\u00e0ng h\u00f3a theo th\u1eddi gian th\u1ef1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong y t\u1ebf, b\u00e1c s\u0129 c\u00f3 th\u1ec3 xem d\u1eef li\u1ec7u nh\u1ecbp tim c\u1ee7a b\u1ec7nh nh\u00e2n t\u1eeb xa.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Nh\u01b0 v\u1eady, l\u1edbp \u1ee9ng d\u1ee5ng ch\u00ednh l\u00e0 n\u01a1i m\u00e0 <\/span><b>gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf c\u1ee7a ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 nh\u1ea5t \u2013 bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh h\u00e0nh \u0111\u1ed9ng, v\u00e0 h\u00e0nh \u0111\u1ed9ng th\u00e0nh hi\u1ec7u qu\u1ea3.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cac_yeu_to_can_xem_xet_khi_thiet_ke_kien_truc_IoT\"><\/span><b>C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac IoT<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c x\u00e2y d\u1ef1ng <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> kh\u00f4ng ch\u1ec9 l\u00e0 k\u1ebft n\u1ed1i thi\u1ebft b\u1ecb, m\u00e0 c\u00f2n l\u00e0 s\u1ef1 c\u00e2n nh\u1eafc k\u1ef9 l\u01b0\u1ee1ng gi\u1eefa nhi\u1ec1u y\u1ebfu t\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 v\u1eadn h\u00e0nh. M\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh quan tr\u1ecdng c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t bao g\u1ed3m:<\/span><\/p>\n<figure id=\"attachment_1549\" aria-describedby=\"caption-attachment-1549\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1549 size-full\" title=\"C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac IoT\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-3.webp\" alt=\"C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac IoT\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-3.webp 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-3-300x200.webp 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-1549\" class=\"wp-caption-text\">C\u00e1c y\u1ebfu t\u1ed1 c\u1ea7n xem x\u00e9t khi thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac IoT<\/figcaption><\/figure>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u00ednh m\u1edf r\u1ed9ng (Scalability):<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng d\u1ec5 d\u00e0ng khi s\u1ed1 l\u01b0\u1ee3ng thi\u1ebft b\u1ecb t\u0103ng l\u00ean, m\u00e0 kh\u00f4ng l\u00e0m gi\u1ea3m hi\u1ec7u su\u1ea5t hay g\u00e2y gi\u00e1n \u0111o\u1ea1n d\u1ecbch v\u1ee5.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>B\u1ea3o m\u1eadt d\u1eef li\u1ec7u (Security):<\/b><span style=\"font-weight: 400;\"> IoT th\u01b0\u1eddng x\u1eed l\u00fd d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, v\u00ec v\u1eady vi\u1ec7c m\u00e3 h\u00f3a, x\u00e1c th\u1ef1c v\u00e0 b\u1ea3o v\u1ec7 th\u00f4ng tin l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch (Interoperability):<\/b><span style=\"font-weight: 400;\"> C\u00e1c thi\u1ebft b\u1ecb v\u00e0 n\u1ec1n t\u1ea3ng kh\u00e1c nhau c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng giao ti\u1ebfp v\u1edbi nhau th\u00f4ng qua giao th\u1ee9c chung.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u1ed9 tin c\u1eady v\u00e0 t\u00ednh s\u1eb5n s\u00e0ng cao (Reliability &amp; Availability):<\/b><span style=\"font-weight: 400;\"> H\u1ec7 th\u1ed1ng IoT c\u1ea7n ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c l\u0129nh v\u1ef1c quan tr\u1ecdng nh\u01b0 y t\u1ebf, giao th\u00f4ng ho\u1eb7c s\u1ea3n xu\u1ea5t.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><b>T\u1ed1i \u01b0u n\u0103ng l\u01b0\u1ee3ng (Energy Efficiency):<\/b><span style=\"font-weight: 400;\"> \u0110\u1eb7c bi\u1ec7t v\u1edbi c\u00e1c thi\u1ebft b\u1ecb c\u1ea3m bi\u1ebfn ch\u1ea1y pin, vi\u1ec7c t\u1ed1i \u01b0u ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chi ph\u00ed v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh:<\/b><span style=\"font-weight: 400;\"> C\u00e2n b\u1eb1ng gi\u1eefa chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u, chi ph\u00ed b\u1ea3o tr\u00ec v\u00e0 hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng l\u00e2u d\u00e0i l\u00e0 y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn t\u00ednh kh\u1ea3 thi c\u1ee7a ki\u1ebfn tr\u00fac.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">M\u1ed9t <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf t\u1ed1t s\u1ebd kh\u00f4ng ch\u1ec9 gi\u00fap h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh hi\u1ec7u qu\u1ea3 m\u00e0 c\u00f2n d\u1ec5 b\u1ea3o tr\u00ec, n\u00e2ng c\u1ea5p v\u00e0 m\u1edf r\u1ed9ng trong t\u01b0\u01a1ng lai.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Nhung_cau_hoi_thuong_gap_ve_kien_truc_IoT\"><\/span><b>Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ki\u1ebfn tr\u00fac IoT<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure id=\"attachment_1559\" aria-describedby=\"caption-attachment-1559\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1559 size-full\" title=\"Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ki\u1ebfn tr\u00fac IoT\" src=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-04.webp\" alt=\"Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ki\u1ebfn tr\u00fac IoT\" width=\"600\" height=\"400\" srcset=\"https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-04.webp 600w, https:\/\/technest.com.vn\/wp-content\/uploads\/2025\/11\/kien-truc-iot-04-300x200.webp 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-1559\" class=\"wp-caption-text\">Nh\u1eefng c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 ki\u1ebfn tr\u00fac IoT<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"1_Vi_sao_can_xay_dung_kien_truc_IoT_ro_rang\"><\/span><b>1. V\u00ec sao c\u1ea7n x\u00e2y d\u1ef1ng ki\u1ebfn tr\u00fac IoT r\u00f5 r\u00e0ng?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">B\u1edfi v\u00ec m\u1ed9t <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> r\u00f5 r\u00e0ng gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u, ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean h\u1ee3p l\u00fd v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt. N\u1ebfu kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac t\u1ed1t, h\u1ec7 th\u1ed1ng d\u1ec5 b\u1ecb gi\u00e1n \u0111o\u1ea1n ho\u1eb7c kh\u00f3 m\u1edf r\u1ed9ng.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Co_bao_nhieu_lop_trong_kien_truc_IoT\"><\/span><b>2. C\u00f3 bao nhi\u00eau l\u1edbp trong ki\u1ebfn tr\u00fac IoT?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 <\/span><b>4 l\u1edbp<\/b><span style=\"font-weight: 400;\"> (c\u1ea3m bi\u1ebfn, m\u1ea1ng, x\u1eed l\u00fd v\u00e0 \u1ee9ng d\u1ee5ng). Tuy nhi\u00ean, m\u1ed9t s\u1ed1 m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 b\u1ed5 sung th\u00eam l\u1edbp b\u1ea3o m\u1eadt ho\u1eb7c l\u1edbp trung gian (middleware) \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c nhu c\u1ea7u \u0111\u1eb7c th\u00f9.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Kien_truc_IoT_co_ap_dung_cho_moi_linh_vuc_khong\"><\/span><b>3. Ki\u1ebfn tr\u00fac IoT c\u00f3 \u00e1p d\u1ee5ng cho m\u1ecdi l\u0129nh v\u1ef1c kh\u00f4ng?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">C\u00f3. T\u1eeb nh\u00e0 th\u00f4ng minh, y t\u1ebf, n\u00f4ng nghi\u1ec7p, giao th\u00f4ng, cho \u0111\u1ebfn c\u00f4ng nghi\u1ec7p 4.0 \u2013 t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> v\u1edbi s\u1ef1 \u0111i\u1ec1u ch\u1ec9nh ph\u00f9 h\u1ee3p theo m\u1ee5c ti\u00eau v\u00e0 quy m\u00f4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Nhung_thach_thuc_lon_nhat_khi_trien_khai_kien_truc_IoT_la_gi\"><\/span><b>4. Nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi tri\u1ec3n khai ki\u1ebfn tr\u00fac IoT l\u00e0 g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c ch\u00ednh g\u1ed3m: b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, chi ph\u00ed \u0111\u1ea7u t\u01b0 cao, kh\u00f3 kh\u0103n trong qu\u1ea3n l\u00fd thi\u1ebft b\u1ecb quy m\u00f4 l\u1edbn, v\u00e0 y\u00eau c\u1ea7u cao v\u1ec1 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a m\u1ea1ng.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Tuong_lai_cua_kien_truc_IoT_se_ra_sao\"><\/span><b>5. T\u01b0\u01a1ng lai c\u1ee7a ki\u1ebfn tr\u00fac IoT s\u1ebd ra sao?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Trong t\u01b0\u01a1ng lai, <\/span><b>ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> s\u1ebd ng\u00e0y c\u00e0ng th\u00f4ng minh v\u00e0 ph\u00e2n t\u00e1n h\u01a1n. C\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 \u0111i\u1ec7n to\u00e1n bi\u00ean (Edge Computing) hay AI t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o thi\u1ebft b\u1ecb s\u1ebd gi\u00fap gi\u1ea3m \u0111\u1ed9 tr\u1ec5, t\u0103ng t\u1ed1c x\u1eed l\u00fd v\u00e0 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t to\u00e0n h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<p><b>Ki\u1ebfn tr\u00fac IoT<\/b><span style=\"font-weight: 400;\"> l\u00e0 n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i gi\u00fap Internet v\u1ea1n v\u1eadt ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3, k\u1ebft n\u1ed1i h\u00e0ng t\u1ef7 thi\u1ebft b\u1ecb tr\u00ean to\u00e0n c\u1ea7u. Vi\u1ec7c n\u1eafm r\u00f5 t\u1eebng l\u1edbp trong ki\u1ebfn tr\u00fac v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 thi\u1ebft k\u1ebf quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng IoT \u1ed5n \u0111\u1ecbnh, b\u1ea3o m\u1eadt v\u00e0 linh ho\u1ea1t. T\u1eeb <strong>nh\u00e0 th\u00f4ng minh, th\u00e0nh ph\u1ed1 th\u00f4ng minh<\/strong> \u0111\u1ebfn <strong>nh\u00e0 m\u00e1y hi\u1ec7n \u0111\u1ea1i<\/strong> \u2013 t\u1ea5t c\u1ea3 \u0111\u1ec1u d\u1ef1a v\u00e0o ki\u1ebfn tr\u00fac IoT \u0111\u1ec3 bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh gi\u00e1 tr\u1ecb th\u1ef1c, th\u00fac \u0111\u1ea9y th\u1ebf gi\u1edbi k\u1ebft n\u1ed1i th\u00f4ng minh h\u01a1n m\u1ed7i ng\u00e0y.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ki\u1ebfn tr\u00fac IoT l\u00e0 n\u1ec1n t\u1ea3ng quan tr\u1ecdng gi\u00fap c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i, trao \u0111\u1ed5i v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng. Nh\u1edd ki\u1ebfn tr\u00fac n\u00e0y, h\u1ec7 th\u1ed1ng Internet v\u1ea1n v\u1eadt ho\u1ea1t \u0111\u1ed9ng tr\u01a1n tru t\u1eeb kh\u00e2u thu th\u1eadp th\u00f4ng tin, truy\u1ec1n t\u1ea3i d\u1eef li\u1ec7u \u0111\u1ebfn ph\u00e2n t\u00edch<\/p>\n","protected":false},"author":1,"featured_media":1553,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/posts\/1546"}],"collection":[{"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/comments?post=1546"}],"version-history":[{"count":5,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/posts\/1546\/revisions"}],"predecessor-version":[{"id":1563,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/posts\/1546\/revisions\/1563"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/media\/1553"}],"wp:attachment":[{"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/media?parent=1546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/categories?post=1546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/technest.com.vn\/vi\/wp-json\/wp\/v2\/tags?post=1546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}