{"id":2283,"date":"2025-12-03T03:49:03","date_gmt":"2025-12-03T03:49:03","guid":{"rendered":"https:\/\/universomotero.com\/posts\/computacao-em-borda-a-nova-tendencia\/"},"modified":"2026-02-26T04:31:00","modified_gmt":"2026-02-26T04:31:00","slug":"dien-toan-bien-xu-huong-moi","status":"publish","type":"post","link":"https:\/\/universomotero.com\/vi\/dien-toan-bien-xu-huong-moi\/","title":{"rendered":"\u0110i\u1ec7n to\u00e1n bi\u00ean: Xu h\u01b0\u1edbng m\u1edbi"},"content":{"rendered":"<p>\u0110i\u1ec7n to\u00e1n bi\u00ean \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t trong nh\u1eefng xu h\u01b0\u1edbng quan tr\u1ecdng nh\u1ea5t trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n theo c\u1ea5p s\u1ed1 nh\u00e2n c\u1ee7a Internet v\u1ea1n v\u1eadt (IoT) v\u00e0 nhu c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd thay \u0111\u1ed5i c\u00e1ch th\u1ee9c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch. Thay v\u00ec d\u1ef1a v\u00e0o m\u1ed9t \u0111\u00e1m m\u00e2y t\u1eadp trung \u0111\u1ec3 x\u1eed l\u00fd t\u1ea5t c\u1ea3 th\u00f4ng tin, \u0111i\u1ec7n to\u00e1n bi\u00ean \u0111\u01b0a s\u1ee9c m\u1ea1nh x\u1eed l\u00fd \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi ngu\u1ed3n d\u1eef li\u1ec7u, cho ph\u00e9p ph\u1ea3n h\u1ed3i nhanh h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p>\u0110i\u1ec7n to\u00e1n bi\u00ean \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong m\u1ed9t th\u1ebf gi\u1edbi m\u00e0 \u0111\u1ed9 tr\u1ec5 v\u00e0 b\u0103ng th\u00f4ng ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng. C\u00e1c thi\u1ebft b\u1ecb nh\u01b0 c\u1ea3m bi\u1ebfn, camera v\u00e0 thi\u1ebft b\u1ecb c\u00f4ng nghi\u1ec7p t\u1ea1o ra m\u1ed9t l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, n\u1ebfu \u0111\u01b0\u1ee3c g\u1eedi l\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec3 x\u1eed l\u00fd, c\u00f3 th\u1ec3 g\u00e2y ra s\u1ef1 ch\u1eadm tr\u1ec5 v\u00e0 qu\u00e1 t\u1ea3i m\u1ea1ng. Do \u0111\u00f3, \u0111i\u1ec7n to\u00e1n bi\u00ean cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p cho ph\u00e9p x\u1eed l\u00fd d\u1eef li\u1ec7u n\u00e0y t\u1ea1i ch\u1ed7, mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch.<\/p>\n<h2>\u0110i\u1ec7n to\u00e1n bi\u00ean l\u00e0 g\u00ec?<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n bi\u00ean \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u g\u1ea7n n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra, thay v\u00ec d\u1ef1a v\u00e0o trung t\u00e2m d\u1eef li\u1ec7u t\u1eadp trung. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c thi\u1ebft b\u1ecb nh\u01b0 c\u1ed5ng k\u1ebft n\u1ed1i, m\u00e1y ch\u1ee7 c\u1ee5c b\u1ed9 v\u00e0 th\u1eadm ch\u00ed c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i c\u00f3 kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c x\u1eed l\u00fd d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c, gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 gi\u1ea3m thi\u1ec3u l\u01b0u l\u01b0\u1ee3ng m\u1ea1ng.<\/p>\n<p>C\u00e1c th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Thi\u1ebft b\u1ecb bi\u00ean:<\/strong> C\u00e1c thi\u1ebft b\u1ecb c\u00f3 kh\u1ea3 n\u0103ng thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb IoT.<\/li>\n<li><strong>C\u1ed5ng bi\u00ean:<\/strong> C\u00e1c thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i v\u1edbi \u0111\u00e1m m\u00e2y, th\u1ef1c hi\u1ec7n x\u1eed l\u00fd s\u01a1 b\u1ed9 d\u1eef li\u1ec7u.<\/li>\n<li><strong>M\u00e1y ch\u1ee7 bi\u00ean:<\/strong> C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u1ef1c hi\u1ec7n x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u t\u1ea1i c\u00e1c \u0111\u1ecba \u0111i\u1ec3m g\u1ea7n v\u1edbi thi\u1ebft b\u1ecb ngu\u1ed3n.<\/li>\n<\/ul>\n<h2>T\u1ea1i sao \u0111i\u1ec7n to\u00e1n bi\u00ean l\u1ea1i c\u1ea7n thi\u1ebft?<\/h2>\n<p>V\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00e1c thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i, \u0111i\u1ec7n to\u00e1n bi\u00ean \u0111ang tr\u1edf th\u00e0nh m\u1ed9t nhu c\u1ea7u thi\u1ebft y\u1ebfu. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 l\u00fd do bi\u1ec7n minh cho vi\u1ec7c \u00e1p d\u1ee5ng n\u00f3:<\/p>\n<ul>\n<li><strong>Gi\u1ea3m \u0111\u1ed9 tr\u1ec5:<\/strong> Vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee5c b\u1ed9 cho ph\u00e9p ph\u1ea3n h\u1ed3i g\u1ea7n nh\u01b0 t\u1ee9c th\u1eddi, \u0111i\u1ec1u n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft cho c\u00e1c \u1ee9ng d\u1ee5ng quan tr\u1ecdng nh\u01b0 xe t\u1ef1 h\u00e0nh v\u00e0 h\u1ec7 th\u1ed1ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/li>\n<li><strong>Ti\u1ebft ki\u1ec7m b\u0103ng th\u00f4ng:<\/strong> B\u1eb1ng c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u \u1edf bi\u00ean m\u1ea1ng, ch\u1ec9 nh\u1eefng th\u00f4ng tin c\u1ea7n thi\u1ebft m\u1edbi \u0111\u01b0\u1ee3c g\u1eedi l\u00ean \u0111\u00e1m m\u00e2y, gi\u00fap gi\u1ea3m l\u01b0u l\u01b0\u1ee3ng m\u1ea1ng v\u00e0 chi ph\u00ed li\u00ean quan.<\/li>\n<li><strong>T\u0103ng c\u01b0\u1eddng an ninh:<\/strong> D\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd c\u1ee5c b\u1ed9, gi\u1ea3m thi\u1ec3u r\u1ee7i ro b\u1ecb l\u1ed9 trong qu\u00e1 tr\u00ecnh truy\u1ec1n t\u1ea3i l\u00ean \u0111\u00e1m m\u00e2y.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng:<\/strong> \u0110i\u1ec7n to\u00e1n bi\u00ean cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c m\u1edf r\u1ed9ng ho\u1ea1t \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng t\u1eadp trung kh\u1ed5ng l\u1ed3, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c thi\u1ebft b\u1ecb m\u1edbi.<\/li>\n<\/ul>\n<h2>\u1ee8ng d\u1ee5ng c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n bi\u00ean \u0111ang \u0111\u01b0\u1ee3c tri\u1ec3n khai trong nhi\u1ec1u l\u0129nh v\u1ef1c, mang \u0111\u1ebfn c\u00e1c gi\u1ea3i ph\u00e1p s\u00e1ng t\u1ea1o v\u00e0 hi\u1ec7u qu\u1ea3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng \u0111\u00e1ng ch\u00fa \u00fd:<\/p>\n<ul>\n<li><strong>C\u00f4ng nghi\u1ec7p 4.0:<\/strong> Trong l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t, \u0111i\u1ec7n to\u00e1n bi\u00ean cho ph\u00e9p gi\u00e1m s\u00e1t m\u00e1y m\u00f3c v\u00e0 quy tr\u00ecnh theo th\u1eddi gian th\u1ef1c, t\u1eeb \u0111\u00f3 gi\u00fap b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/li>\n<li><strong>Th\u00e0nh ph\u1ed1 th\u00f4ng minh:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd giao th\u00f4ng, gi\u00e1m s\u00e1t an ninh v\u00e0 qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean c\u00f4ng c\u1ed9ng \u0111\u1ec1u \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, gi\u00fap n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng v\u00e0 s\u1ef1 an to\u00e0n c\u1ee7a ng\u01b0\u1eddi d\u00e2n.<\/li>\n<li><strong>S\u1ee9c kh\u1ecfe:<\/strong> C\u00e1c thi\u1ebft b\u1ecb theo d\u00f5i b\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7, cho ph\u00e9p g\u1eedi c\u1ea3nh b\u00e1o ngay l\u1eadp t\u1ee9c \u0111\u1ebfn c\u00e1c chuy\u00ean gia ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe trong tr\u01b0\u1eddng h\u1ee3p c\u00f3 b\u1ea5t th\u01b0\u1eddng.<\/li>\n<li><strong>Xe t\u1ef1 h\u00e0nh:<\/strong> \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3, c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n n\u00e0y c\u1ea7n x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c, \u0111i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi \u0111i\u1ec7n to\u00e1n bi\u00ean.<\/li>\n<li><strong>N\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c:<\/strong> C\u00e1c c\u1ea3m bi\u1ebfn trong l\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t \u0111i\u1ec1u ki\u1ec7n \u0111\u1ea5t \u0111ai v\u00e0 th\u1eddi ti\u1ebft, x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean v\u00e0 t\u0103ng n\u0103ng su\u1ea5t.<\/li>\n<\/ul>\n<h2>Nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean<\/h2>\n<p>M\u1eb7c d\u00f9 \u0111i\u1ec7n to\u00e1n bi\u00ean mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, nh\u01b0ng n\u00f3 c\u0169ng \u0111\u1eb7t ra nh\u1eefng th\u00e1ch th\u1ee9c m\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n ph\u1ea3i xem x\u00e9t:<\/p>\n<ul>\n<li><strong>Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u:<\/strong> V\u1edbi s\u1ef1 gia t\u0103ng thu th\u1eadp d\u1eef li\u1ec7u tr\u00ean c\u00e1c thi\u1ebft b\u1ecb bi\u00ean, vi\u1ec7c \u0111\u1ea3m b\u1ea3o qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e0y m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 tr\u1edf th\u00e0nh m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3.<\/li>\n<li><strong>B\u1ea3o v\u1ec7:<\/strong> M\u1eb7c d\u00f9 \u0111i\u1ec7n to\u00e1n bi\u00ean c\u00f3 th\u1ec3 t\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt b\u1eb1ng c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee5c b\u1ed9, nh\u01b0ng c\u00e1c thi\u1ebft b\u1ecb bi\u00ean v\u1eabn c\u00f3 th\u1ec3 d\u1ec5 b\u1ecb t\u1ea5n c\u00f4ng m\u1ea1ng, \u0111\u00f2i h\u1ecfi c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 m\u1ea1nh m\u1ebd.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c:<\/strong> Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c thi\u1ebft b\u1ecb v\u00e0 n\u1ec1n t\u1ea3ng kh\u00e1c nhau c\u00f3 th\u1ec3 ph\u1ee9c t\u1ea1p, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111a d\u1ea1ng c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n bi\u00ean.<\/li>\n<li><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng:<\/strong> Khi c\u00e1c t\u1ed5 ch\u1ee9c \u00e1p d\u1ee5ng ng\u00e0y c\u00e0ng nhi\u1ec1u thi\u1ebft b\u1ecb bi\u00ean, vi\u1ec7c \u0111\u1ea3m b\u1ea3o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng h\u1ed7 tr\u1ee3 s\u1ef1 m\u1edf r\u1ed9ng n\u00e0y c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t th\u00e1ch th\u1ee9c.<\/li>\n<\/ul>\n<h2>T\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean (edge computing) \u0111\u1ea7y h\u1ee9a h\u1eb9n. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ebft n\u1ed1i, ch\u1eb3ng h\u1ea1n nh\u01b0 5G, kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 truy\u1ec1n t\u1ea3i d\u1eef li\u1ec7u nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 s\u1ebd tr\u1edf n\u00ean kh\u1ea3 thi h\u01a1n bao gi\u1edd h\u1ebft. Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n bi\u00ean d\u1ef1 ki\u1ebfn s\u1ebd t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n khi ng\u00e0y c\u00e0ng nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u1eadn ra l\u1ee3i \u00edch c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p n\u00e0y.<\/p>\n<p>H\u01a1n n\u1eefa, s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa \u0111i\u1ec7n to\u00e1n bi\u00ean v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (ML) c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng \u0111\u1ed5i m\u1edbi \u0111\u00e1ng k\u1ec3 h\u01a1n n\u1eefa. Kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p t\u1ea1i ch\u1ed7 s\u1ebd cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t h\u01a1n, theo th\u1eddi gian th\u1ef1c, t\u1eeb \u0111\u00f3 n\u00e2ng cao h\u01a1n n\u1eefa ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd.<\/p>\n<h2>Ph\u1ea7n k\u1ebft lu\u1eadn<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n bi\u00ean (edge computing) \u0111\u1ea1i di\u1ec7n cho m\u1ed9t s\u1ef1 thay \u0111\u1ed5i mang t\u00ednh \u0111\u1ed9t ph\u00e1 trong c\u00e1ch ch\u00fang ta x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin. B\u1eb1ng c\u00e1ch \u0111\u01b0a qu\u00e1 tr\u00ecnh x\u1eed l\u00fd \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi ngu\u1ed3n d\u1eef li\u1ec7u, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 gi\u1ea3m \u0111\u1ed9 tr\u1ec5, ti\u1ebft ki\u1ec7m b\u0103ng th\u00f4ng v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3. M\u1eb7c d\u00f9 v\u1eabn c\u00f2n nh\u1eefng th\u00e1ch th\u1ee9c, vi\u1ec7c ng\u00e0y c\u00e0ng nhi\u1ec1u l\u0129nh v\u1ef1c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y cho th\u1ea5y ti\u1ec1m n\u0103ng chuy\u1ec3n \u0111\u1ed5i m\u1ea1nh m\u1ebd c\u1ee7a n\u00f3. Khi ch\u00fang ta h\u01b0\u1edbng t\u1edbi m\u1ed9t th\u1ebf gi\u1edbi ng\u00e0y c\u00e0ng k\u1ebft n\u1ed1i, \u0111i\u1ec7n to\u00e1n bi\u00ean s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t gi\u1ea3i ph\u00e1p thi\u1ebft y\u1ebfu \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a t\u01b0\u01a1ng lai.<\/p>","protected":false},"excerpt":{"rendered":"<p>A computa\u00e7\u00e3o em borda, ou edge computing, est\u00e1 emergindo como uma das tend\u00eancias mais significativas na \u00e1rea da tecnologia da informa\u00e7\u00e3o. Com o crescimento exponencial da Internet das Coisas (IoT) e a necessidade de processamento em tempo real, essa abordagem promete transformar a forma como os dados s\u00e3o gerados, processados e analisados. Ao inv\u00e9s de [&hellip;]<\/p>","protected":false},"author":4,"featured_media":2945,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[149],"tags":[],"class_list":{"0":"post-2283","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tecnologia"},"_links":{"self":[{"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/posts\/2283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/comments?post=2283"}],"version-history":[{"count":1,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/posts\/2283\/revisions"}],"predecessor-version":[{"id":2946,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/posts\/2283\/revisions\/2946"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/media\/2945"}],"wp:attachment":[{"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/media?parent=2283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/categories?post=2283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/universomotero.com\/vi\/wp-json\/wp\/v2\/tags?post=2283"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}