{"id":8643,"date":"2023-02-06T09:46:15","date_gmt":"2023-02-06T02:46:15","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=8643"},"modified":"2024-04-05T11:33:22","modified_gmt":"2024-04-05T04:33:22","slug":"top-big-data-technologies","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/top-big-data-technologies\/","title":{"rendered":"C\u00e1c c\u00f4ng ngh\u1ec7 Big Data h\u00e0ng \u0111\u1ea7u m\u00e0 b\u1ea1n c\u1ea7n bi\u1ebft\u00a0"},"content":{"rendered":"

Ti\u1ebfp n\u1ed1i nh\u1eefng ki\u1ebfn th\u1ee9c v\u1ec1 Big Data l\u00e0 g\u00ec<\/a>, b\u00e0i vi\u1ebft n\u00e0y s\u1ebd ti\u1ebft l\u1ed9 m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u cho d\u1eef li\u1ec7u l\u1edbn m\u00e0 c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng. L\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o, thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng tr\u00ean to\u00e0n c\u1ea7u \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd \u0111\u1ea1t 149 zettabyte v\u00e0o n\u0103m 2024. V\u00ec v\u1eady, \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p l\u01b0u tr\u1eef, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e0y, c\u1ea7n ph\u1ea3i c\u00f3 C\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn.\u00a0<\/span>\u00a0<\/span><\/p>\n

I. C\u00f4ng ngh\u1ec7 Big Data l\u00e0 g\u00ec?<\/span><\/b>\u00a0<\/span><\/h2>\n

C\u00f4ng ngh\u1ec7 Big Data l\u00e0 c\u00e1c ti\u1ec7n \u00edch ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch, x\u1eed l\u00fd v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn. Th\u00f4ng th\u01b0\u1eddng, d\u1eef li\u1ec7u n\u00e0y c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn v\u00e0 c\u1ea5u tr\u00fac r\u1ea5t ph\u1ee9c t\u1ea1p m\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u1ed1ng kh\u00f4ng th\u1ec3 x\u1eed l\u00fd \u0111\u01b0\u1ee3c.<\/span>\u00a0<\/span><\/p>\n\t\t\t

\n\t\t\t\t

B\u00e0i vi\u1ebft li\u00ean quan <\/p>\n\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\"Big\n\t\t\t\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t Big Data v\u00e0 Cloud Computing: S\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o\u00a0 <\/a>\n\t\t\t\t\t\t<\/h6>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t\tBig Data v\u00e0 Cloud Computing \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 nh\u1eefng c\u00f4ng ngh\u1ec7 quan tr\u1ecdng \u0111\u1ec3 th\u00e2m nh\u1eadp v\u00e0o xu h\u01b0\u1edbng c\u1ee7a ng\u00e0nh CNTT trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. M\u1eb7c d\u00f9 m\u1ed7i c\u00f4ng ngh\u1ec7 ?...\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t\t Xem Th\u00eam\t\t\t\t\t\t\t\t\t<\/i>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\n

II. Ph\u00e2n lo\u1ea1i c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn<\/span><\/b>\u00a0<\/span><\/h2>\n

L\u01b0u tr\u1eef d\u1eef li\u1ec7u\u00a0<\/strong><\/p>\n

Lo\u1ea1i c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn n\u00e0y bao g\u1ed3m c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng cho ph\u00e9p t\u00ecm n\u1ea1p, l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u. C\u00e1c ch\u01b0\u01a1ng tr\u00ecnh ph\u1ea7n m\u1ec1m kh\u00e1c nhau c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng truy c\u1eadp, s\u1eed d\u1ee5ng v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/span>\u00a0<\/span><\/p>\n

\"big

C\u00f4ng ngh\u1ec7 Big Data \u0111\u01b0\u1ee3c chia th\u00e0nh b\u1ed1n lo\u1ea1i ch\u00ednh – H\u00ecnh \u1ea3nh: analytixlabs.com\u00a0<\/span><\/p><\/div>\n

Khai th\u00e1c d\u1eef li\u1ec7u\u00a0<\/strong><\/p>\n

Khai th\u00e1c d\u1eef li\u1ec7u l\u00e0 qu\u00e1 tr\u00ecnh tr\u00edch xu\u1ea5t th\u00f4ng tin h\u1eefu \u00edch t\u1eeb d\u1eef li\u1ec7u th\u00f4 v\u00e0 ph\u00e2n t\u00edch n\u00f3. Th\u00f4ng th\u01b0\u1eddng, d\u1eef li\u1ec7u n\u00e0y c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn v\u1edbi \u0111\u1ed9 bi\u1ebfn thi\u00ean cao v\u00e0 truy\u1ec1n ph\u00e1t v\u1edbi t\u1ed1c \u0111\u1ed9 c\u1ef1c nhanh. V\u00ec v\u1eady, vi\u1ec7c tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c n\u1ebfu kh\u00f4ng c\u00f3 c\u00f4ng ngh\u1ec7 \u0111\u1eb7c bi\u1ec7t.<\/span>\u00a0<\/span><\/p>\n

Ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong>\u00a0<\/span><\/p>\n

Trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 l\u00e0m s\u1ea1ch v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh trong kinh doanh. C\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch big data c\u00f3 th\u1ec3 cung c\u1ea5p c\u00e1c th\u00f4ng tin v\u1ec1 s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 xu h\u01b0\u1edbng c\u1ee7a th\u1ecb tr\u01b0\u1eddng.<\/span>\u00a0<\/span><\/p>\n\t\t\t

\n\t\t\t\t

B\u00e0i vi\u1ebft li\u00ean quan <\/p>\n\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\"Top\n\t\t\t\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t Top 10 c\u00e1c \u1ee9ng d\u1ee5ng Big Data mang l\u1ea1i trong th\u1ef1c ti\u1ec5n\u00a0 <\/a>\n\t\t\t\t\t\t<\/h6>\n\t\t\t\t\t\t
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\n\t\t\t\t\t\t\t\tTrong m\u1ed9t th\u1eadp k\u1ef7 qua, vi\u1ec7c s\u1eed d\u1ee5ng Big Data \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn m\u1ee9c c\u00f3 th\u1ec3 ch\u1ea1m \u0111\u1ebfn g\u1ea7n nh\u01b0 m\u1ecdi kh\u00eda c\u1ea1nh trong l\u1ed1i s\u1ed1ng c\u0169ng nh\u01b0 th\u00f3i quen mua s\u1eafm th\u00f4ng...\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t\t Xem Th\u00eam\t\t\t\t\t\t\t\t\t<\/i>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\n

Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/strong>\u00a0<\/span><\/p>\n

C\u00e1c c\u00f4ng ngh\u1ec7 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u00e1c y\u1ebfu t\u1ed1 tr\u1ef1c quan nh\u01b0 \u0111\u1ed3 th\u1ecb, bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3n \u0111\u1ed3 \u0111\u1ec3 gi\u1ea3i th\u00edch c\u00e1c xu h\u01b0\u1edbng, m\u1eabu v\u00e0 gi\u00e1 tr\u1ecb ngo\u1ea1i l\u1ec7 trong d\u1eef li\u1ec7u. D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd \u0111\u1ec3 t\u1ea1o ra c\u00e1c minh h\u1ecda \u0111\u1ed3 h\u1ecda cho ph\u00e9p m\u1ecdi ng\u01b0\u1eddi n\u1eafm b\u1eaft l\u01b0\u1ee3ng l\u1edbn th\u00f4ng tin trong v\u00e0i gi\u00e2y.\u00a0<\/span>\u00a0<\/span><\/p>\n

\"Data

Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u l\u00e0 s\u1ef1 tr\u00ecnh b\u00e0y tr\u1ef1c quan c\u1ee7a d\u1eef li\u1ec7u ho\u1eb7c th\u00f4ng tin – H\u00ecnh \u1ea3nh: venngage.com<\/p><\/div>\n

III. Top c\u00e1c c\u00f4ng ngh\u1ec7 Big Data<\/span><\/b>\u00a0<\/span><\/h2>\n

1. Apache Hadoop<\/span>\u00a0<\/span><\/h3>\n

Apache thu\u1ed9c lo\u1ea1i c\u00f4ng ngh\u1ec7 L\u01b0u tr\u1eef d\u1eef li\u1ec7u.\u00a0<\/span>\u00a0<\/span><\/p>\n

\u0110\u00e2y l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u1ea7n m\u1ec1m m\u00e3 ngu\u1ed3n m\u1edf \u0111\u1ec3 l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn b\u1eb1ng m\u00f4 h\u00ecnh l\u1eadp tr\u00ecnh MapReduce. C\u00f4ng ngh\u1ec7 n\u00e0y r\u1ea5t linh ho\u1ea1t v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111\u1ec3 x\u1eed l\u00fd t\u1ea5t c\u1ea3 \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u v\u00e0 c\u00f3 th\u1ec3 ph\u1ee5c h\u1ed3i khi g\u1eb7p s\u1ef1 c\u1ed1. Apache Hadoop ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 d\u1eef li\u1ec7u l\u1edbn \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t.<\/span>\u00a0<\/span><\/p>\n

2. Presto<\/span>\u00a0<\/span><\/h3>\n

Presto l\u00e0 m\u1ed9t \u0111\u1ea1i di\u1ec7n thu\u1ed9c lo\u1ea1i c\u00f4ng ngh\u1ec7 Khai th\u00e1c d\u1eef li\u1ec7u.<\/span>\u00a0<\/span><\/p>\n

\u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Facebook, Presto l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 truy v\u1ea5n SQL ngu\u1ed3n m\u1edf cho ph\u00e9p ph\u00e2n t\u00edch truy v\u1ea5n l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. C\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 th\u1ec3 truy v\u1ea5n ngay t\u1ea1i n\u01a1i d\u1eef li\u1ec7u t\u1ed3n t\u1ea1i m\u00e0 kh\u00f4ng c\u1ea7n di chuy\u1ec3n d\u1eef li\u1ec7u v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch ri\u00eang bi\u1ec7t.<\/span><\/p>\n

\u0110\u1eb7c bi\u1ec7t, m\u1ed9t truy v\u1ea5n tr\u00ean Presto c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n trong m\u1ed9t t\u1ed5 ch\u1ee9c v\u00e0 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch ch\u1ec9 trong v\u00e0i ph\u00fat.<\/span>\u00a0<\/span><\/p>\n

\"presto

C\u00f4ng ngh\u1ec7 Presto mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch tuy\u1ec7t v\u1eddi – H\u00ecnh \u1ea3nh: github.com\u00a0<\/span><\/p><\/div>\n

3. Apache Spark<\/span>\u00a0<\/span><\/h3>\n

Apache Spark l\u00e0 m\u1ed9t c\u00e1i t\u00ean n\u1ed5i b\u1eadt thu\u1ed9c lo\u1ea1i c\u00f4ng ngh\u1ec7 Ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span>\u00a0<\/span><\/p>\n

\u0110\u00e2y l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 Big Data ph\u1ed5 bi\u1ebfn \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1edfi n\u00f3 nhanh v\u00e0 hi\u1ec7u qu\u1ea3 khi ch\u1ea1y c\u00e1c \u1ee9ng d\u1ee5ng. Spark c\u00f3 c\u00e1c t\u00ednh n\u0103ng t\u00edch h\u1ee3p cho SQL, h\u1ecdc m\u00e1y, x\u1eed l\u00fd bi\u1ec3u \u0111\u1ed3 v\u00e0 ph\u00e2n t\u00edch lu\u1ed3ng. <\/span><\/p>\n

Ngo\u00e0i ra, n\u00f3 c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u1edbi Hadoop \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 nhanh ch\u00f3ng t\u00f9y thu\u1ed9c v\u00e0o nhu c\u1ea7u kinh doanh c\u1ee7a doanh nghi\u1ec7p.<\/span>\u00a0<\/span><\/p>\n\t\t\t

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B\u00e0i vi\u1ebft li\u00ean quan <\/p>\n\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\"Big\n\t\t\t\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t Big Data Analytics l\u00e0 g\u00ec? T\u1ea1i sao n\u00f3 l\u1ea1i quan tr\u1ecdng?\u00a0 <\/a>\n\t\t\t\t\t\t<\/h6>\n\t\t\t\t\t\t
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\n\t\t\t\t\t\t\t\tBig Data l\u00e0 m\u1ed9t trong nh\u1eefng t\u1eeb ph\u1ed5 bi\u1ebfn nh\u1ea5t trong ng\u00e0nh CNTT hi\u1ec7n nay. Trong th\u1eddi \u0111\u1ea1i k\u1ef7 nguy\u00ean s\u1ed1, Big Data ch\u00ednh l\u00e0 t\u00e0i s\u1ea3n to l\u1edbn m\u00e0 m\u1ed9t doanh nghi\u1ec7p c\u00f3 th?...\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t\t Xem Th\u00eam\t\t\t\t\t\t\t\t\t<\/i>\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\n

4. Kafka<\/span>\u00a0<\/span><\/h3>\n

B\u00ean c\u1ea1nh Apache Spark, Kafka c\u0169ng l\u00e0 c\u00f4ng ngh\u1ec7 Big Data thu\u1ed9c lo\u1ea1i Ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span>\u00a0<\/span><\/p>\n

Kafka l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng thu th\u1eadp, l\u01b0u tr\u1eef, \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ph\u00e1t tr\u1ef1c tuy\u1ebfn tr\u00ean quy m\u00f4 l\u1edbn. \u0110\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn theo th\u1eddi gian th\u1ef1c, Kafka c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi Apache Spark. <\/span><\/p>\n

N\u1ec1n t\u1ea3ng n\u00e0y \u0111\u01b0\u1ee3c h\u00e0ng ngh\u00ecn t\u1ed5 ch\u1ee9c s\u1eed d\u1ee5ng, trong \u0111\u00f3 c\u00f3 Twitter, Spotify, Netflix, Linkedin. Nh\u01b0\u1ee3c \u0111i\u1ec3m duy nh\u1ea5t c\u1ee7a Kafka l\u00e0 thi\u1ebfu c\u00e1c gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t t\u1ed1t.<\/span>\u00a0<\/span>\u00a0<\/span><\/p>\n

\"kafka

Kafka l\u00e0 c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn theo th\u1eddi gian th\u1ef1c – H\u00ecnh \u1ea3nh: developers.redhat.com<\/p><\/div>\n

5. Tableau<\/span>\u00a0<\/span><\/h3>\n

Tableau thu\u1ed9c lo\u1ea1i c\u00f4ng ngh\u1ec7 Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u.<\/span>\u00a0<\/span><\/p>\n

N\u00f3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng t\u1ea1o c\u00e1c lo\u1ea1i bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec3 tr\u1ef1c quan h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. V\u1edbi Tableau, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c tr\u00ean c\u00e1c b\u1ed9 d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp \u0111\u1ec3 thu \u0111\u01b0\u1ee3c th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb v\u00e0 n\u00e2ng cao kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh. T\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3 th\u00fac \u0111\u1ea9y doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n.\u00a0<\/span>\u00a0<\/span><\/p>\n

K\u1ebft lu\u1eadn<\/span><\/b>\u00a0<\/span><\/p>\n

Cu\u1ed1i c\u00f9ng, Big Data v\u1eabn \u0111ang ph\u00e1t tri\u1ec3n v\u1edbi nhi\u1ec1u \u1ee9ng d\u1ee5ng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u l\u1edbn hi\u1ec7n c\u00f3. B\u00ean c\u1ea1nh nh\u1eefng c\u00f4ng ngh\u1ec7 ph\u1ed5 bi\u1ebfn \u0111\u00e3 \u0111\u01b0\u1ee3c k\u1ec3 tr\u00ean, AI, NoSQL hay Blockchain c\u0169ng l\u00e0 nh\u1eefng c\u00e1i t\u00ean h\u00e0ng \u0111\u1ea7u. Vi\u1ec7c tri\u1ec3n khai C\u00f4ng ngh\u1ec7 D\u1eef li\u1ec7u l\u1edbn trong kinh doanh mang l\u1ea1i r\u1ea5t nhi\u1ec1u l\u1ee3i \u00edch. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a c\u00e1c c\u00f4ng ngh\u1ec7 c\u00f3 s\u1eb5n tr\u00ean th\u1ecb tr\u01b0\u1eddng, c\u00e1c doanh nghi\u1ec7p c\u1ea7n x\u00e1c \u0111\u1ecbnh lo\u1ea1i v\u1ea5n \u0111\u1ec1 m\u00e0 h\u1ecd \u0111ang g\u1eb7p ph\u1ea3i. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap b\u1ea1n ch\u1ecdn ra gi\u1ea3i ph\u00e1p t\u1ed1t nh\u1ea5t.<\/span>\u00a0<\/span><\/p>","protected":false},"author":25,"featured_media":8644,"template":"","meta":{"_acf_changed":false},"tags":[9244],"blog-cat":[2073],"class_list":["post-8643","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","tag-big-data","blog-cat-big-data-cloud"],"acf":[],"yoast_head":"\nTop c\u00e1c c\u00f4ng ngh\u1ec7 Big Data h\u00e0ng \u0111\u1ea7u b\u1ea1n c\u1ea7n bi\u1ebft.<\/title>\n<meta name=\"description\" content=\"C\u00f4ng ngh\u1ec7 Big Data l\u00e0 c\u00e1c ti\u1ec7n \u00edch ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch, x\u1eed l\u00fd v\u00e0 tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn. 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