{"id":476596,"date":"2023-08-09T07:31:20","date_gmt":"2023-08-09T07:31:20","guid":{"rendered":""},"modified":"2023-09-05T11:13:02","modified_gmt":"2023-09-05T11:13:02","slug":"data-administration","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/data-administration\/","title":{"rendered":"Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u"},"content":{"rendered":"<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u l\u00e0 ch\u1ee9c n\u0103ng qu\u1ea3n l\u00fd v\u00e0 ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u nh\u01b0 m\u1ed9t ngu\u1ed3n t\u00e0i nguy\u00ean c\u00f3 gi\u00e1 tr\u1ecb. \u0110\u00e2y l\u00e0 m\u1ed9t ph\u1ea7n thi\u1ebft y\u1ebfu c\u1ee7a b\u1ed9 ph\u1eadn CNTT v\u00e0 li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c ki\u1ebfn tr\u00fac, ch\u00ednh s\u00e1ch, th\u1ef1c ti\u1ec5n v\u00e0 quy tr\u00ecnh \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00f2ng \u0111\u1eddi d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m m\u1ecdi th\u1ee9 t\u1eeb vi\u1ec7c t\u1ea1o d\u1eef li\u1ec7u \u0111\u1ebfn b\u1ea3o tr\u00ec, s\u1eed d\u1ee5ng v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 x\u00f3a d\u1eef li\u1ec7u.<\/p>\n<h2>H\u00e0nh tr\u00ecnh xuy\u00ean th\u1eddi gian: Ngu\u1ed3n g\u1ed1c c\u1ee7a qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>Kh\u00e1i ni\u1ec7m qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u01b0a ra v\u00e0o cu\u1ed1i nh\u1eefng n\u0103m 1960, v\u00e0o bu\u1ed5i b\u00ecnh minh c\u1ee7a k\u1ef7 nguy\u00ean x\u1eed l\u00fd d\u1eef li\u1ec7u. Tuy nhi\u00ean, n\u00f3 th\u1ef1c s\u1ef1 b\u1eaft \u0111\u1ea7u c\u00f3 s\u1ee9c h\u00fat trong nh\u1eefng n\u0103m 1970 v\u00e0 1980 v\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd c\u01a1 s\u1edf d\u1eef li\u1ec7u (DBMS) v\u00e0 s\u1ef1 c\u00f4ng nh\u1eadn ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a d\u1eef li\u1ec7u nh\u01b0 m\u1ed9t t\u00e0i s\u1ea3n kinh doanh chi\u1ebfn l\u01b0\u1ee3c. Trong nh\u1eefng ng\u00e0y \u0111\u1ea7u, qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u ch\u1ee7 y\u1ebfu t\u1eadp trung v\u00e0o c\u00e1c kh\u00eda c\u1ea1nh k\u1ef9 thu\u1eadt nh\u01b0 l\u01b0u tr\u1eef, truy xu\u1ea5t v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u.<\/p>\n<h2>Kh\u00e1m ph\u00e1 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 tr\u00e1ch nhi\u1ec7m. \u0110i\u00eau nay bao g\u00f4m:<\/p>\n<ul>\n<li>Thi\u1ebft k\u1ebf m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 thi\u1ebft k\u1ebf c\u01a1 s\u1edf d\u1eef li\u1ec7u.<\/li>\n<li>Ph\u00e1t tri\u1ec3n c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 ti\u00eau chu\u1ea9n d\u1eef li\u1ec7u.<\/li>\n<li>Tri\u1ec3n khai th\u1ef1c h\u00e0nh qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u.<\/li>\n<li>\u0110\u1ea3m b\u1ea3o an ninh d\u1eef li\u1ec7u, quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tu\u00e2n th\u1ee7.<\/li>\n<li>Qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u.<\/li>\n<li>Ti\u1ebfn h\u00e0nh ki\u1ec3m tra d\u1eef li\u1ec7u v\u00e0 qu\u1ea3n l\u00fd si\u00eau d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n<p>Qu\u1ea3n tr\u1ecb vi\u00ean d\u1eef li\u1ec7u h\u1ee3p t\u00e1c ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, qu\u1ea3n tr\u1ecb vi\u00ean c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u kh\u00e1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u ch\u00ednh x\u00e1c, nh\u1ea5t qu\u00e1n, c\u00f3 th\u1ec3 truy c\u1eadp, b\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7 ph\u00e1p lu\u1eadt. H\u1ecd \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, th\u00f4ng tin kinh doanh v\u00e0 ph\u00e2n t\u00edch.<\/p>\n<h2>C\u01a1 ch\u1ebf n\u1ed9i b\u1ed9 c\u1ee7a qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c kh\u00e1i ni\u1ec7m h\u00f3a nh\u01b0 m\u1ed9t chu tr\u00ecnh bao g\u1ed3m nhi\u1ec1u giai \u0111o\u1ea1n. Chu tr\u00ecnh n\u00e0y b\u1eaft \u0111\u1ea7u v\u1edbi vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c y\u00eau c\u1ea7u d\u1eef li\u1ec7u. Sau \u0111\u00f3, n\u00f3 ti\u1ebfn h\u00e0nh thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh d\u1eef li\u1ec7u. Sau \u0111\u00f3, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp, l\u00e0m s\u1ea1ch v\u00e0 t\u00edch h\u1ee3p. Khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng, n\u00f3 c\u1ea7n \u0111\u01b0\u1ee3c b\u1ea3o tr\u00ec, sao l\u01b0u v\u00e0 ki\u1ec3m tra th\u01b0\u1eddng xuy\u00ean. Cu\u1ed1i c\u00f9ng, khi d\u1eef li\u1ec7u tr\u1edf n\u00ean l\u1ed7i th\u1eddi, n\u00f3 s\u1ebd \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef ho\u1eb7c x\u00f3a. Trong su\u1ed1t chu tr\u00ecnh n\u00e0y, qu\u1ea3n tr\u1ecb vi\u00ean d\u1eef li\u1ec7u c\u1ea7n \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt, quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 tu\u00e2n th\u1ee7 d\u1eef li\u1ec7u.<\/p>\n<h2>Ti\u00eau \u0111i\u1ec3m v\u1ec1 c\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>M\u1ed9t s\u1ed1 t\u00ednh n\u0103ng ch\u00ednh gi\u00fap ph\u00e2n bi\u1ec7t qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u:<\/p>\n<ul>\n<li>T\u00edch h\u1ee3p d\u1eef li\u1ec7u: \u0110\u1ea3m b\u1ea3o d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau nh\u1ea5t qu\u00e1n v\u00e0 t\u01b0\u01a1ng th\u00edch.<\/li>\n<li>B\u1ea3o m\u1eadt d\u1eef li\u1ec7u: B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u kh\u1ecfi b\u1ecb truy c\u1eadp, thao t\u00fang v\u00e0 vi ph\u1ea1m tr\u00e1i ph\u00e9p.<\/li>\n<li>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u: Th\u1ef1c hi\u1ec7n c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 th\u1ee7 t\u1ee5c \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<li>Qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u: \u0110\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c, nh\u1ea5t qu\u00e1n v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<li>Qu\u1ea3n l\u00fd v\u00f2ng \u0111\u1eddi d\u1eef li\u1ec7u: Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1eeb khi t\u1ea1o \u0111\u1ebfn khi x\u00f3a.<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111a d\u1ea1ng<\/h2>\n<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u c\u00f3 th\u1ec3 c\u00f3 nhi\u1ec1u h\u00ecnh th\u1ee9c, t\u00f9y thu\u1ed9c v\u00e0o c\u01a1 c\u1ea5u t\u1ed5 ch\u1ee9c, lo\u1ea1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u00e0 ng\u00e0nh c\u1ee5 th\u1ec3. M\u1ed9t s\u1ed1 lo\u1ea1i ph\u1ed5 bi\u1ebfn bao g\u1ed3m:<\/p>\n<table>\n<thead>\n<tr>\n<th>Ki\u1ec3u<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Qu\u1ea3n l\u00fd c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/td>\n<td>T\u1eadp trung v\u00e0o vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 duy tr\u00ec c\u01a1 s\u1edf d\u1eef li\u1ec7u.<\/td>\n<\/tr>\n<tr>\n<td>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/td>\n<td>T\u1eadp trung v\u00e0o ch\u00ednh s\u00e1ch d\u1eef li\u1ec7u, tu\u00e2n th\u1ee7 v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng.<\/td>\n<\/tr>\n<tr>\n<td>Qu\u1ea3n tr\u1ecb b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/td>\n<td>Quan t\u00e2m \u0111\u1ebfn vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 ng\u0103n ch\u1eb7n vi ph\u1ea1m.<\/td>\n<\/tr>\n<tr>\n<td>Ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1eef li\u1ec7u<\/td>\n<td>D\u00e0nh ri\u00eang cho vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c th\u1ef1c th\u1ec3 d\u1eef li\u1ec7u quan tr\u1ecdng c\u1ee7a c\u00f4ng ty.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>S\u1eed d\u1ee5ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u: Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n<p>Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng nh\u01b0 ra quy\u1ebft \u0111\u1ecbnh, ph\u00e2n t\u00edch v\u00e0 v\u1eadn h\u00e0nh. Tuy nhi\u00ean, n\u00f3 c\u0169ng \u0111\u1eb7t ra m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c, ch\u1eb3ng h\u1ea1n nh\u01b0 v\u1ea5n \u0111\u1ec1 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt v\u00e0 y\u00eau c\u1ea7u tu\u00e2n th\u1ee7. C\u00e1c gi\u1ea3i ph\u00e1p bao g\u1ed3m tri\u1ec3n khai c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd, s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 lu\u00f4n c\u1eadp nh\u1eadt c\u00e1c thay \u0111\u1ed5i v\u1ec1 ph\u00e1p l\u00fd v\u00e0 quy \u0111\u1ecbnh.<\/p>\n<h2>Ph\u00e2n t\u00edch so s\u00e1nh v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m<\/h2>\n<p>Khi so s\u00e1nh qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u v\u1edbi c\u00e1c ng\u00e0nh li\u00ean quan kh\u00e1c, c\u00f3 m\u1ed9t s\u1ed1 \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng v\u00e0 kh\u00e1c bi\u1ec7t. V\u00ed d\u1ee5, trong khi qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u t\u1eadp trung nhi\u1ec1u h\u01a1n v\u00e0o vi\u1ec7c qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1ed5ng th\u1ec3 th\u00ec qu\u1ea3n tr\u1ecb c\u01a1 s\u1edf d\u1eef li\u1ec7u l\u1ea1i t\u1eadp trung nhi\u1ec1u h\u01a1n v\u00e0o qu\u1ea3n l\u00fd k\u1ef9 thu\u1eadt c\u1ee7a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u01a1 s\u1edf d\u1eef li\u1ec7u. T\u01b0\u01a1ng t\u1ef1, khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 v\u1ec1 vi\u1ec7c tr\u00edch xu\u1ea5t nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb d\u1eef li\u1ec7u, trong khi qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u l\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng, t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 t\u00ednh b\u1ea3o m\u1eadt c\u1ee7a d\u1eef li\u1ec7u \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng.<\/p>\n<h2>Quan \u0111i\u1ec3m v\u00e0 c\u00f4ng ngh\u1ec7 t\u01b0\u01a1ng lai trong qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), h\u1ecdc m\u00e1y, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 chu\u1ed7i kh\u1ed1i. Nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y s\u1ebd t\u0103ng c\u01b0\u1eddng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, cung c\u1ea5p kh\u1ea3 n\u0103ng b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd h\u01a1n v\u00e0 cho ph\u00e9p qu\u1ea3n l\u00fd v\u00f2ng \u0111\u1eddi d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch t\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt, qu\u1ea3n l\u00fd l\u01b0u l\u01b0\u1ee3ng m\u1ea1ng v\u00e0 duy tr\u00ec t\u00ednh \u1ea9n danh. Ch\u00fang c\u00f3 th\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m kh\u1ecfi c\u00e1c th\u1ef1c th\u1ec3 \u0111\u1ed9c h\u1ea1i, gi\u00fap qu\u1ea3n l\u00fd lu\u1ed3ng d\u1eef li\u1ec7u trong t\u1ed5 ch\u1ee9c v\u00e0 cung c\u1ea5p m\u1ee9c \u0111\u1ed9 ri\u00eang t\u01b0 c\u1ea7n thi\u1ebft trong b\u1ed1i c\u1ea3nh k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y nay.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<p>\u0110\u1ec3 hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u, h\u00e3y xem x\u00e9t kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean sau:<\/p>\n<ol>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Data_administration\" target=\"_new\" rel=\"noopener nofollow\">Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u2013 Wikipedia<\/a><\/li>\n<li><a href=\"https:\/\/www.techopedia.com\/definition\/3535\/data-administration-da\" target=\"_new\" rel=\"noopener nofollow\">Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u \u2013 Techopedia<\/a><\/li>\n<li><a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/data-governance-vs-data-management\/\" target=\"_new\" rel=\"noopener nofollow\">Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u Vs. Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/topics\/master-data-management\" target=\"_new\" rel=\"noopener nofollow\">Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u t\u1ed5ng th\u1ec3 \u2013 IBM<\/a><\/li>\n<li><a href=\"https:\/\/www.cisa.gov\/data-security\" target=\"_new\" rel=\"noopener nofollow\">B\u1ea3o m\u1eadt d\u1eef li\u1ec7u \u2013 C\u01a1 quan An ninh m\u1ea1ng &amp; C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/overview\/what-is-data-integration\/\" target=\"_new\" rel=\"noopener nofollow\">T\u00edch h\u1ee3p d\u1eef li\u1ec7u \u2013 Microsoft<\/a><\/li>\n<li><a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2019\/04\/15\/the-future-of-data-management\/?sh=56f2e2df26f4\" target=\"_new\" rel=\"noopener nofollow\">T\u01b0\u01a1ng lai c\u1ee7a qu\u1ea3n l\u00fd d\u1eef li\u1ec7u<\/a><\/li>\n<\/ol>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476596","wiki","type-wiki","status-publish","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Administration: Orchestrating the Dynamics of Data<\/mark>","faq_items":[{"question":"What is Data Administration?","answer":"<p>Data administration is the management and control of data as a valuable resource. This includes the development and execution of policies, practices, and procedures that manage the entire data lifecycle, from its creation and use to its maintenance and eventual deletion.<\/p>"},{"question":"When did the concept of Data Administration originate?","answer":"<p>The concept of data administration was introduced in the late 1960s, during the early days of data processing. However, it gained more prominence in the 1970s and 1980s with the advent of database management systems (DBMS) and the increasing recognition of data as a critical business asset.<\/p>"},{"question":"What are the key responsibilities involved in Data Administration?","answer":"<p>Data administration involves a wide range of tasks including designing data models and database designs, developing data policies and standards, implementing data governance practices, ensuring data security, privacy, and compliance, managing data quality, conducting data audits, and managing metadata.<\/p>"},{"question":"What are the key features of Data Administration?","answer":"<p>The key features of data administration include data integration, data security, data governance, data quality management, and data lifecycle management.<\/p>"},{"question":"What types of Data Administration exist?","answer":"<p>Data administration can take several forms, depending on the type of data handled, organizational structure, and the specific industry. Some common types include Database Administration, Data Governance, Data Security Administration, and Master Data Management.<\/p>"},{"question":"What challenges are associated with Data Administration and how can they be addressed?","answer":"<p>Challenges associated with data administration include data quality issues, security threats, and compliance requirements. These can be addressed by implementing robust data governance and security measures, using data quality tools, and staying updated with legal and regulatory changes.<\/p>"},{"question":"How do future technologies impact Data Administration?","answer":"<p>Technologies like artificial intelligence (AI), machine learning, cloud computing, and blockchain are shaping the future of data administration. These technologies will enhance data governance, improve data quality, provide more robust security, and enable more efficient data lifecycle management.<\/p>"},{"question":"How can Proxy Servers be used in Data Administration?","answer":"<p>Proxy servers can enhance data administration by improving security, managing network traffic, and maintaining anonymity. They can protect sensitive data, manage the flow of data in an organization, and provide a level of privacy that is essential in today's digital landscape.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476596\/revisions"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}