\u201cTr\u00ed tu\u1ec7 h\u1ea1 t\u1ea7ng\u201d \u0111ang nhanh ch\u00f3ng tr\u1edf th\u00e0nh m\u1ed9t c\u1ee5m t\u1eeb ph\u1ed5 bi\u1ebfn trong c\u00e1c cu\u1ed9c th\u1ea3o lu\u1eadn v\u1ec1 chi\u1ebfn l\u01b0\u1ee3c c\u00f4ng ngh\u1ec7. Tuy nhi\u00ean, \u0111\u1ecbnh ngh\u0129a c\u1ee7a n\u00f3 l\u1ea1i \u00edt \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng.<\/p>\n
V\u1ec1 b\u1ea3n ch\u1ea5t, tr\u00ed tu\u1ec7 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u1ec1 c\u1eadp \u0111\u1ebfn kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p d\u1eef li\u1ec7u v\u1eadn h\u00e0nh, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0o vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, thay v\u00ec ch\u1ec9 d\u1ef1a v\u00e0o gi\u00e1m s\u00e1t th\u1ee7 c\u00f4ng v\u00e0 b\u1ea3o tr\u00ec ph\u1ea3n \u1ee9ng.<\/p>\n
Ba \u0111\u1eb7c \u0111i\u1ec3m sau \u0111\u00e2y ph\u00e2n bi\u1ec7t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00f4ng minh th\u1ef1c s\u1ef1 v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng truy\u1ec1n th\u1ed1ng ch\u1ec9 c\u00f3 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n gi\u00e1m s\u00e1t \u0111i k\u00e8m.<\/p>\n
Th\u1ee9 nh\u1ea5t, t\u00ednh minh b\u1ea1ch. C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00f4ng minh cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft theo th\u1eddi gian th\u1ef1c v\u1ec1 hi\u1ec7u su\u1ea5t, dung l\u01b0\u1ee3ng v\u00e0 r\u1ee7i ro tr\u00ean to\u00e0n h\u1ec7 th\u1ed1ng, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 b\u00e1o c\u00e1o sau khi s\u1ef1 vi\u1ec7c \u0111\u00e3 x\u1ea3y ra.<\/p>\n
Th\u1ee9 hai, kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n. Thay v\u00ec ch\u1edd \u0111\u1ee3i s\u1ef1 c\u1ed1 x\u1ea3y ra, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00f4ng minh x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh r\u1ee7i ro m\u1edbi n\u1ed5i \u0111\u1ee7 s\u1edbm \u0111\u1ec3 c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng k\u1ecbp th\u1eddi.<\/p>\n
Th\u1ee9 ba, kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng. C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00f4ng minh c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh theo nhu c\u1ea7u thay \u0111\u1ed5i, m\u1edf r\u1ed9ng dung l\u01b0\u1ee3ng ho\u1eb7c \u0111\u1ecbnh tuy\u1ebfn l\u1ea1i kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng cho m\u1ed7i l\u1ea7n thay \u0111\u1ed5i.<\/p>\n
Nhi\u1ec1u t\u1ed5 ch\u1ee9c m\u00f4 t\u1ea3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a h\u1ecd l\u00e0 th\u00f4ng minh v\u00ec n\u00f3 bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t. S\u1ef1 th\u00f4ng minh th\u1ef1c s\u1ef1 c\u1ee7a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00f2i h\u1ecfi c\u1ea3 ba \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng c\u00f9ng nhau, ch\u1ee9 kh\u00f4ng ch\u1ec9 ri\u00eang vi\u1ec7c gi\u00e1m s\u00e1t.<\/p>\n
Kh\u00f4ng c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m n\u00e0o trong ba \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y y\u00eau c\u1ea7u m\u1ed9t nh\u00e0 cung c\u1ea5p ho\u1eb7c n\u1ec1n t\u1ea3ng c\u1ee5 th\u1ec3. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eebng b\u01b0\u1edbc, b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng, sau \u0111\u00f3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u00f3 khi d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u00e1ng tin c\u1eady, v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 k\u1ebft n\u1ed1i d\u1ef1 \u0111o\u00e1n v\u1edbi ph\u1ea3n h\u1ed3i t\u1ef1 \u0111\u1ed9ng. Vi\u1ec7c b\u1ecf qua b\u01b0\u1edbc n\u00e0y v\u00e0 chuy\u1ec3n th\u1eb3ng sang t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u00e0 kh\u00f4ng c\u00f3 \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb v\u00e0 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c tr\u01b0\u1edbc \u0111\u00f3 l\u00e0 m\u1ed9t sai l\u1ea7m ph\u1ed5 bi\u1ebfn v\u00e0 t\u1ed1n k\u00e9m, b\u1edfi v\u00ec \u0111i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean th\u00f4ng tin kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c b\u1ecb ch\u1eadm tr\u1ec5.<\/p>\n
D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1ch nhanh ch\u00f3ng \u0111\u1ec3 ki\u1ec3m tra t\u00ecnh tr\u1ea1ng hi\u1ec7n t\u1ea1i c\u1ee7a m\u00f4i tr\u01b0\u1eddng c\u1ee7a b\u1ea1n. H\u00e3y t\u1ef1 h\u1ecfi ba c\u00e2u h\u1ecfi sau: Nh\u00f3m c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 nh\u1eadn th\u1ea5y v\u1ea5n \u0111\u1ec1 v\u1ec1 dung l\u01b0\u1ee3ng \u0111ang h\u00ecnh th\u00e0nh m\u1ed9t tu\u1ea7n tr\u01b0\u1edbc khi n\u00f3 tr\u1edf th\u00e0nh s\u1ef1 c\u1ed1, hay ch\u1ec9 sau khi c\u1ea3nh b\u00e1o \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t? Khi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c t\u0103ng \u0111\u1ed9t bi\u1ebfn ngo\u00e0i d\u1ef1 ki\u1ebfn, m\u00f4i tr\u01b0\u1eddng c\u00f3 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh hay c\u1ea7n ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n th\u1ee7 c\u00f4ng? V\u00e0 khi b\u00e1o c\u00e1o hi\u1ec7u su\u1ea5t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u01b0\u1ee3c g\u1eedi cho ban l\u00e3nh \u0111\u1ea1o, b\u00e1o c\u00e1o m\u00f4 t\u1ea3 nh\u1eefng g\u00ec \u0111\u00e3 x\u1ea3y ra hay nh\u1eefng g\u00ec c\u00f3 kh\u1ea3 n\u0103ng x\u1ea3y ra trong qu\u00fd t\u1edbi?<\/p>\n
N\u1ebfu h\u1ea7u h\u1ebft c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi \u0111\u1ec1u nghi\u00eang v\u1ec1 ph\u00eda ph\u1ea3n \u1ee9ng th\u1ee5 \u0111\u1ed9ng, \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t th\u1ea5t b\u1ea1i. \u0110i\u1ec1u \u0111\u00f3 \u0111\u01a1n gi\u1ea3n c\u00f3 ngh\u0129a l\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u1eabn \u0111ang ho\u1ea1t \u0111\u1ed9ng theo m\u00f4 h\u00ecnh c\u0169 t\u1eadp trung v\u00e0o th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c, v\u00e0 kho\u1ea3ng c\u00e1ch gi\u1eefa hi\u1ec7n tr\u1ea1ng v\u00e0 m\u1ee9c \u0111\u1ed9 hi\u1ec3u bi\u1ebft v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c ch\u1ee9 kh\u00f4ng c\u00f2n tr\u1eebu t\u01b0\u1ee3ng n\u1eefa. Kho\u1ea3ng c\u00e1ch \u0111\u00f3 ch\u00ednh x\u00e1c l\u00e0 \u0111i\u1ec1u m\u00e0 m\u1ed9t \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh c\u1ea7n \u0111\u1ecbnh l\u01b0\u1ee3ng tr\u01b0\u1edbc khi \u0111\u01b0a ra b\u1ea5t k\u1ef3 quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 n\u00e0o, b\u1edfi v\u00ec n\u00f3 bi\u1ebfn m\u1ed9t tham v\u1ecdng m\u01a1 h\u1ed3 th\u00e0nh m\u1ed9t l\u1ed9 tr\u00ecnh c\u1ee5 th\u1ec3, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3.<\/p>\n
Hi\u1ec3u r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y r\u1ea5t quan tr\u1ecdng, b\u1edfi v\u00ec n\u00f3 \u0111\u1ecbnh h\u00ecnh nh\u1eefng g\u00ec c\u00e1c t\u1ed5 ch\u1ee9c th\u1ef1c s\u1ef1 n\u00ean \u0111\u1ea7u t\u01b0. Ch\u1ec9 ri\u00eang b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n (dashboard) kh\u00f4ng th\u1ec3 mang l\u1ea1i tr\u00ed tu\u1ec7 v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng. Ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u n\u1ec1n t\u1ea3ng, kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n m\u1edbi l\u00e0 y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh.<\/p>\n
C\u1ea7n ph\u1ea3i l\u00e0m r\u00f5 ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u n\u00e0y th\u1ef1c s\u1ef1 bao g\u1ed3m nh\u1eefng g\u00ec trong th\u1ef1c t\u1ebf. Th\u00f4ng th\u01b0\u1eddng, n\u00f3 c\u00f3 ngh\u0129a l\u00e0 m\u1ed9t l\u1edbp \u0111o l\u01b0\u1eddng t\u1eadp trung thu th\u1eadp t\u00edn hi\u1ec7u t\u1eeb m\u1ecdi ph\u1ea7n c\u1ee7a m\u00f4i tr\u01b0\u1eddng, t\u1eeb h\u1ec7 th\u1ed1ng \u0111i\u1ec7n v\u00e0 l\u00e0m m\u00e1t cho \u0111\u1ebfn hi\u1ec7u su\u1ea5t \u1ee9ng d\u1ee5ng, thay v\u00ec m\u1ed7i h\u1ec7 th\u1ed1ng b\u00e1o c\u00e1o v\u00e0o b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ri\u00eang bi\u1ec7t c\u1ee7a n\u00f3. N\u1ebfu kh\u00f4ng c\u00f3 s\u1ef1 h\u1ee3p nh\u1ea5t \u0111\u00f3, c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n s\u1ebd kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u nh\u1ea5t qu\u00e1n \u0111\u1ec3 h\u1ecdc h\u1ecfi, v\u00e0 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ebd kh\u00f4ng c\u00f3 t\u00edn hi\u1ec7u \u0111\u00e1ng tin c\u1eady \u0111\u1ec3 h\u00e0nh \u0111\u1ed9ng. C\u00e1c t\u1ed5 ch\u1ee9c b\u1ecf qua b\u01b0\u1edbc n\u00e0y v\u00e0 nh\u1ea3y th\u1eb3ng \u0111\u1ebfn vi\u1ec7c mua m\u1ed9t c\u00f4ng c\u1ee5 d\u1ef1 \u0111o\u00e1n ho\u1eb7c t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u01b0\u1eddng th\u1ea5y c\u00f4ng c\u1ee5 \u0111\u00f3 ho\u1ea1t \u0111\u1ed9ng k\u00e9m hi\u1ec7u qu\u1ea3, kh\u00f4ng ph\u1ea3i v\u00ec c\u00f4ng c\u1ee5 \u0111\u00f3 k\u00e9m ch\u1ea5t l\u01b0\u1ee3ng, m\u00e0 v\u00ec n\u00f3 ch\u01b0a bao gi\u1edd \u0111\u01b0\u1ee3c cung c\u1ea5p m\u1ed9t b\u1ee9c tranh ho\u00e0n ch\u1ec9nh \u0111\u1ec3 l\u00e0m vi\u1ec7c.<\/p>\n
\u0110i\u1ec1u n\u00e0y c\u0169ng l\u00e0m thay \u0111\u1ed5i c\u00e1ch \u0111\u00e1nh gi\u00e1 \u0111\u1ea7u t\u01b0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u1ed9i b\u1ed9. \u0110\u1ec1 xu\u1ea5t b\u1ed5 sung b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n gi\u00e1m s\u00e1t l\u00e0 m\u1ed9t y\u00eau c\u1ea7u nh\u1ecf, d\u1ec5 d\u00e0ng \u0111\u01b0\u1ee3c ch\u1ea5p thu\u1eadn. \u0110\u1ec1 xu\u1ea5t x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng th\u00f4ng minh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u1ef1c s\u1ef1, bao g\u1ed3m ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 l\u1edbn h\u01a1n v\u00e0 mang t\u00ednh chi\u1ebfn l\u01b0\u1ee3c h\u01a1n, c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t v\u00e0 c\u1ea5p v\u1ed1n ri\u00eang, thay v\u00ec g\u1ed9p v\u00e0o ng\u00e2n s\u00e1ch c\u00f4ng c\u1ee5 th\u01b0\u1eddng l\u1ec7, n\u01a1i n\u00f3 lu\u00f4n b\u1ecb x\u1ebfp sau nh\u1eefng \u01b0u ti\u00ean c\u1ea5p b\u00e1ch h\u01a1n.<\/p>\n
C\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 v\u00e0o to\u00e0n c\u1ea3nh, ch\u1ee9 kh\u00f4ng ch\u1ec9 v\u00e0o l\u1edbp tr\u1ef1c quan h\u00f3a, m\u1edbi l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c s\u1ebd nh\u1eadn ra gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 m\u00e0 thu\u1eadt ng\u1eef n\u00e0y h\u1ee9a h\u1eb9n.<\/strong><\/p>","protected":false},"excerpt":{"rendered":" “Infrastructure intelligence” is quickly becoming a common phrase in technology strategy discussions. It is less commonly well defined. At its core, infrastructure intelligence refers to the capability to combine operational data, automation and predictive analytics into infrastructure decision-making, rather than relying solely on manual monitoring and reactive maintenance. The Three Traits of Truly Intelligent Infrastructure […]<\/p>\n","protected":false},"author":2,"featured_media":2020,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"department":[],"working-type":[],"location":[],"class_list":["post-2019","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights"],"_links":{"self":[{"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/posts\/2019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/comments?post=2019"}],"version-history":[{"count":2,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/posts\/2019\/revisions"}],"predecessor-version":[{"id":2022,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/posts\/2019\/revisions\/2022"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/media\/2020"}],"wp:attachment":[{"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/media?parent=2019"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/categories?post=2019"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/tags?post=2019"},{"taxonomy":"department","embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/department?post=2019"},{"taxonomy":"working-type","embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/working-type?post=2019"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/ausasiatechnologies.com\/vi\/wp-json\/wp\/v2\/location?post=2019"}],"curies":[{"name":"trang web","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}