{"id":2722,"date":"2021-06-02T14:42:44","date_gmt":"2021-06-02T07:42:44","guid":{"rendered":"http:\/\/vticloud.io\/?p=2722"},"modified":"2021-09-20T10:01:50","modified_gmt":"2021-09-20T03:01:50","slug":"aws-big-data-introduction","status":"publish","type":"post","link":"https:\/\/vticloud.io\/en\/aws-big-data-introduction\/","title":{"rendered":"Gi\u1edbi thi\u1ec7u B\u1ed9 Gi\u1ea3i ph\u00e1p AWS Big Data"},"content":{"rendered":"<p><\/p>\n<p data-renderer-start-pos=\"1\">B\u1ea1n mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t data pipeline end-to-end v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a AWS?<\/p>\n<p data-renderer-start-pos=\"74\">Xin ch\u00fac m\u1eebng! Trong b\u00e0i \u0111\u0103ng n\u00e0y, VTI Cloud s\u1ebd gi\u1edbi thi\u1ec7u v\u1ec1 danh m\u1ee5c Big Data c\u1ee7a AWS.<\/p>\n<p data-renderer-start-pos=\"74\">\u00a0<\/p>\n<p data-renderer-start-pos=\"74\">Tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o b\u1ed9 d\u1ecbch v\u1ee5 AWS cho Big Data, tr\u01b0\u1edbc ti\u00ean ch\u00fang ta h\u00e3y x\u00e1c \u0111\u1ecbnh Big Data l\u00e0 g\u00ec.<\/p>\n<h2 data-renderer-start-pos=\"284\">Big Data l\u00e0 g\u00ec?<\/h2>\n<p data-renderer-start-pos=\"284\">Theo <strong><a class=\"sc-iyvyFf kJXhAi\" title=\"https:\/\/aws.amazon.com\/big-data\/what-is-big-data\/\" href=\"https:\/\/aws.amazon.com\/big-data\/what-is-big-data\/\" data-renderer-mark=\"true\">Amazon Web Services (AWS)<\/a>:<\/strong><\/p>\n<blockquote>\n<p data-renderer-start-pos=\"318\"><em data-renderer-mark=\"true\">Big Data c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 l\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u &#8211; do kh\u1ed1i l\u01b0\u1ee3ng, t\u1ed1c \u0111\u1ed9 h\u00ecnh th\u00e0nh v\u00e0 s\u1ef1 \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng &#8211; kh\u00f4ng th\u1ec3 gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c b\u1eb1ng c\u01a1 s\u1edf d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/em><\/p>\n<\/blockquote>\n<p data-renderer-start-pos=\"523\">N\u00f3i m\u1ed9t c\u00e1ch \u0111\u01a1n gi\u1ea3n h\u01a1n:<\/p>\n<blockquote>\n<p data-renderer-start-pos=\"552\"><em data-renderer-mark=\"true\">T\u1eadp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c coi l\u00e0 Big Data khi n\u00f3 qu\u00e1 l\u1edbn ho\u1eb7c ph\u1ee9c t\u1ea1p \u0111\u1ec3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef ho\u1eb7c ph\u00e2n t\u00edch b\u1edfi c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/em><\/p>\n<\/blockquote>\n<p data-renderer-start-pos=\"686\">Khi x\u00e1c \u0111\u1ecbnh Big Data l\u00e0 g\u00ec, ch\u00fang ta s\u1ebd ti\u1ebfp t\u1ee5c v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 AWS \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a Big Data.<\/p>\n<h2 data-renderer-start-pos=\"686\">C\u00f4ng \u0111o\u1ea1n 1: Thu th\u1eadp<\/h2>\n<p data-renderer-start-pos=\"846\">Vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u th\u00f4 (raw data) lu\u00f4n l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n v\u00ec c\u00e1c doanh nghi\u1ec7p lu\u00f4n c\u00f3 c\u00e1c h\u1ec7 th\u1ed1ng ngu\u1ed3n ph\u1ee9c t\u1ea1p kh\u00e1c nhau n\u1eb1m r\u1ea3i r\u00e1c trong c\u00f4ng ty nh\u01b0 h\u1ec7 th\u1ed1ng ERP, h\u1ec7 th\u1ed1ng CRM, CSDL giao d\u1ecbch, v.v.<\/p>\n<p data-renderer-start-pos=\"1114\">Doanh nghi\u1ec7p c\u0169ng ph\u1ea3i suy ngh\u0129 v\u1ec1 c\u00e1ch h\u1ecd s\u1ebd t\u00edch h\u1ee3p d\u1eef li\u1ec7u gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u1ec3 t\u1ea1o ra m\u1ed9t c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t cho d\u1eef li\u1ec7u c\u00f4ng ty.<\/p>\n<p data-renderer-start-pos=\"1255\">AWS gi\u00fap doanh nghi\u1ec7p th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc n\u00e0y d\u1ec5 d\u00e0ng h\u01a1n, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n nh\u1eadp d\u1eef li\u1ec7u (c\u00f3 c\u1ea5u tr\u00fac v\u00e0 kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac) theo th\u1eddi gian th\u1ef1c m\u1ed9t c\u00e1ch h\u00e0ng lo\u1ea1t.<\/p>\n<h2 id=\"C\u00e1c-d\u1ecbch-v\u1ee5-h\u1ed7-tr\u1ee3-c\u00f4ng-\u0111o\u1ea1n-thu-th\u1eadp\" data-renderer-start-pos=\"1430\">C\u00e1c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 c\u00f4ng \u0111o\u1ea1n thu th\u1eadp<\/h2>\n<p>&nbsp;<\/p>\n<h3 id=\"AWS-Direct-Connect\" data-renderer-start-pos=\"1469\">AWS Direct Connect<\/h3>\n<p data-renderer-start-pos=\"1489\">AWS Direct Connect l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 m\u1ea1ng cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf cho vi\u1ec7c s\u1eed d\u1ee5ng internet \u0111\u1ec3 k\u1ebft n\u1ed1i v\u1edbi AWS.<\/p>\n<p data-renderer-start-pos=\"1607\">S\u1eed d\u1ee5ng AWS Direct Connect, d\u1eef li\u1ec7u tr\u01b0\u1edbc \u0111\u00e2y \u0111\u00e3 \u0111\u01b0\u1ee3c truy\u1ec1n qua internet s\u1ebd \u0111\u01b0\u1ee3c ph\u00e2n ph\u1ed1i th\u00f4ng qua k\u1ebft n\u1ed1i m\u1ea1ng ri\u00eang gi\u1eefa c\u00e1c c\u01a1 s\u1edf c\u1ee7a ng\u01b0\u1eddi d\u00f9ng v\u00e0 AWS.<\/p>\n<p data-renderer-start-pos=\"1767\">\u0110i\u1ec1u n\u00e0y h\u1eefu \u00edch n\u1ebfu ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n c\u00f3 hi\u1ec7u su\u1ea5t m\u1ea1ng nh\u1ea5t qu\u00e1n ho\u1eb7c n\u1ebfu c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c nhi\u1ec1u b\u0103ng th\u00f4ng.<\/p>\n<p data-renderer-start-pos=\"1885\">\u0110\u1ecdc th\u00eam t\u1ea1i b\u00e0i vi\u1ebft tr\u01b0\u1edbc c\u1ee7a VTI Cloud: <a class=\"sc-iyvyFf kJXhAi\" title=\"https:\/\/vticloud.io\/aws-direct-connect-la-gi\/\" href=\"https:\/\/vticloud.io\/aws-direct-connect-la-gi\/\" data-renderer-mark=\"true\">AWS Direct Connect l\u00e0 g\u00ec? | VTI CLOUD<\/a><\/p>\n<h3 id=\"Amazon-Kinesis\" data-renderer-start-pos=\"1967\">Amazon Kinesis<\/h3>\n<blockquote>\n<p data-renderer-start-pos=\"1984\"><em data-renderer-mark=\"true\">D\u1ec5 d\u00e0ng thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch c\u00e1c lu\u1ed3ng video v\u00e0 d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c.<\/em><\/p>\n<\/blockquote>\n<p data-renderer-start-pos=\"2072\">Amazon Kinesis cho ph\u00e9p x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u khi d\u1eef li\u1ec7u \u0111\u1ebfn v\u00e0 ph\u1ea3n h\u1ed3i ngay l\u1eadp t\u1ee9c thay v\u00ec ph\u1ea3i \u0111\u1ee3i cho \u0111\u1ebfn khi t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp tr\u01b0\u1edbc khi qu\u00e1 tr\u00ecnh x\u1eed l\u00fd c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u.<\/p>\n<p data-renderer-start-pos=\"2265\">Amazon Kinesis \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ho\u00e0n to\u00e0n v\u00e0 ch\u1ea1y c\u00e1c \u1ee9ng d\u1ee5ng ph\u00e1t tr\u1ef1c tuy\u1ebfn c\u1ee7a doanh nghi\u1ec7p m\u00e0 kh\u00f4ng y\u00eau c\u1ea7u qu\u1ea3n l\u00fd b\u1ea5t k\u1ef3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u00e0o.<\/p>\n<p data-renderer-start-pos=\"2409\">Kinesis c\u00f3 4 ch\u1ee9c n\u0103ng:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"2436\">Kinesis Video Streams: <em data-renderer-mark=\"true\">Ghi l\u1ea1i, x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef c\u00e1c lu\u1ed3ng video<\/em><\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2504\">Kinesis Data Streams: <em data-renderer-mark=\"true\">Ch\u1ee5p, x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u<\/em><\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2570\">Kinesis Data Firehose: <em data-renderer-mark=\"true\">T\u1ea3i lu\u1ed3ng d\u1eef li\u1ec7u v\u00e0o kho d\u1eef li\u1ec7u AWS<\/em><\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2634\">Kinesis Data Analytics: <em data-renderer-mark=\"true\">Ph\u00e2n t\u00edch lu\u1ed3ng d\u1eef li\u1ec7u v\u1edbi SQL ho\u1eb7c Apache Flink<\/em><\/p>\n<\/li>\n<\/ul>\n<h4 id=\"Amazon-Kinesis-Video-Streams\" data-renderer-start-pos=\"2711\">Amazon Kinesis Video Streams<\/h4>\n<p>Kinesis Video Streams gi\u00fap d\u1ec5 d\u00e0ng truy\u1ec1n ph\u00e1t video m\u1ed9t c\u00e1ch an to\u00e0n t\u1eeb c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i t\u1edbi AWS \u0111\u1ec3 ph\u00e2n t\u00edch, h\u1ecdc m\u00e1y (ML) v\u00e0 c\u00e1c qu\u00e1 tr\u00ecnh x\u1eed l\u00fd kh\u00e1c.<\/p>\n<h4 id=\"Amazon-Kinesis-Data-Streams\" data-renderer-start-pos=\"2905\">Amazon Kinesis Data Streams<\/h4>\n<p>Kinesis Data Streams l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 truy\u1ec1n d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng v\u00e0 b\u1ec1n b\u1ec9, c\u00f3 th\u1ec3 li\u00ean t\u1ee5c thu th\u1eadp h\u00e0ng gigabyte (GB) d\u1eef li\u1ec7u m\u1ed7i gi\u00e2y t\u1eeb h\u00e0ng tr\u0103m ngh\u00ecn ngu\u1ed3n kh\u00e1c nhau.<\/p>\n<h4 id=\"Amazon-Kinesis-Data-Firehose\" data-renderer-start-pos=\"3124\">Amazon Kinesis Data Firehose<\/h4>\n<p>Kinesis Data Analytics l\u00e0 c\u00e1ch d\u1ec5 nh\u1ea5t \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c v\u1edbi SQL ho\u1eb7c Apache Flink m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i h\u1ecdc c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ho\u1eb7c framework m\u1edbi.<\/p>\n<h4>Amazon Kinesis Data Analytics<\/h4>\n<p>Kinesis Data Analytics l\u00e0 c\u00e1ch d\u1ec5 nh\u1ea5t \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c v\u1edbi SQL ho\u1eb7c Apache Flink m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i h\u1ecdc c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ho\u1eb7c framework m\u1edbi.<\/p>\n<h3 id=\"AWS-Snowball\" data-renderer-start-pos=\"3540\">AWS Snowball<\/h3>\n<p>M\u1ed9t c\u00e1ch kh\u00e1 th\u00fa v\u1ecb \u0111\u1ec3 di chuy\u1ec3n d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n t\u1eeb h\u1ea1 t\u1ea7ng on-premises l\u00ean AWS Cloud l\u00e0 AWS Snowball. \u0110\u00e2y l\u00e0 d\u1ecbch v\u1ee5 cung c\u1ea5p c\u00e1c thi\u1ebft b\u1ecb an to\u00e0n v\u00e0 \u0111\u1ea3m b\u1ea3o, v\u00ec v\u1eady b\u1ea1n c\u00f3 th\u1ec3 mang kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef v\u00e0 t\u00ednh to\u00e1n c\u1ee7a AWS v\u00e0o c\u00e1c m\u00f4i tr\u01b0\u1eddng bi\u00ean, \u0111\u1ed3ng th\u1eddi truy\u1ec1n d\u1eef li\u1ec7u v\u00e0o v\u00e0 ra AWS.<\/p>\n<h3 id=\"Amazon-S3\" data-renderer-start-pos=\"3841\">Amazon S3<\/h3>\n<p data-renderer-start-pos=\"4296\">Amazon S3 Glacier l\u00e0 d\u1ecbch v\u1ee5 l\u01b0u tr\u1eef chi ph\u00ed c\u1ef1c th\u1ea5p, cung c\u1ea5p kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef an to\u00e0n, b\u1ec1n b\u1ec9 v\u00e0 linh ho\u1ea1t \u0111\u1ec3 sao l\u01b0u v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u.<\/p>\n<p data-renderer-start-pos=\"4438\">\u0110i\u1ec1u n\u00e0y \u0111\u00e1p \u1ee9ng ho\u00e0n h\u1ea3o nhu c\u1ea7u c\u1ee7a c\u00e1c doanh nghi\u1ec7p ho\u1eb7c t\u1ed5 ch\u1ee9c c\u1ea7n l\u01b0u tr\u1eef d\u1eef li\u1ec7u c\u1ee7a h\u1ecd trong nhi\u1ec1u n\u0103m v\u00e0 th\u1eadm ch\u00ed nhi\u1ec1u th\u1eadp k\u1ef7!<\/p>\n<h2 id=\"C\u00f4ng-\u0111o\u1ea1n-2:-L\u01b0u-tr\u1eef\" data-renderer-start-pos=\"4577\">C\u00f4ng \u0111o\u1ea1n 2: L\u01b0u tr\u1eef<\/h2>\n<p data-renderer-start-pos=\"4599\">Th\u1ef1c s\u1ef1 ch\u00fang t\u00f4i l\u00e0 ng\u01b0\u1eddi h\u00e2m m\u1ed9 l\u1edbn c\u1ee7a Amazon S3, do kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1ch s\u1eed d\u1ee5ng d\u1ec5 d\u00e0ng c\u1ee7a n\u00f3. N\u1ebfu nh\u01b0 kh\u00f4ng s\u1eed d\u1ee5ng Amazon S3 cho c\u00e1c datalake c\u1ee7a m\u00ecnh, th\u00ec c\u00f3 th\u1ec3 b\u1ea1n \u0111ang b\u1ecf l\u1ee1 r\u1ea5t nhi\u1ec1u th\u1ee9.<\/p>\n<p data-renderer-start-pos=\"4805\">R\u00f5 r\u00e0ng l\u00e0 c\u00f3 r\u1ea5t nhi\u1ec1u y\u1ebfu t\u1ed1 c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t khi x\u00e2y d\u1ef1ng d\u1ef1 \u00e1n Big Data. B\u1ea5t k\u1ef3 n\u1ec1n t\u1ea3ng Big Data n\u00e0o c\u0169ng c\u1ea7n m\u1ed9t kho l\u01b0u tr\u1eef an to\u00e0n, linh ho\u1ea1t v\u00e0 b\u1ec1n b\u1ec9 \u0111\u1ec3 l\u01b0u tr\u1eef d\u1eef li\u1ec7u tr\u01b0\u1edbc ho\u1eb7c th\u1eadm ch\u00ed sau khi x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5, AWS cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 t\u00f9y thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<h2 id=\"C\u00e1c-d\u1ecbch-v\u1ee5-h\u1ed7-tr\u1ee3-c\u00f4ng-\u0111o\u1ea1n-l\u01b0u-tr\u1eef\" data-renderer-start-pos=\"5101\">C\u00e1c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 c\u00f4ng \u0111o\u1ea1n l\u01b0u tr\u1eef<\/h2>\n<p>&nbsp;<\/p>\n<h3>Amazon DynamoDB<\/h3>\n<p data-renderer-start-pos=\"5156\">Amazon DynamoDB l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u d\u1ea1ng t\u00e0i li\u1ec7u (document) mang l\u1ea1i hi\u1ec7u su\u1ea5t l\u00ean t\u1edbi m\u1ed9t ch\u1eef s\u1ed1 mili gi\u00e2y \u1edf b\u1ea5t k\u1ef3 quy m\u00f4 n\u00e0o.<\/p>\n<p data-renderer-start-pos=\"5284\">\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng D\u1ecbch v\u1ee5 AWS \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ho\u00e0n to\u00e0n, c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n kh\u00f4ng ph\u1ea3i lo l\u1eafng v\u1ec1 vi\u1ec7c thi\u1ebft l\u1eadp c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m m\u00e0 ch\u1ec9 c\u1ea7n s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5.<\/p>\n<p data-renderer-start-pos=\"5460\">\u0110\u1ecdc th\u00eam: <a class=\"sc-iyvyFf kJXhAi\" title=\"https:\/\/aws.amazon.com\/dynamodb\/\" href=\"https:\/\/aws.amazon.com\/dynamodb\/\" data-renderer-mark=\"true\"><u data-renderer-mark=\"true\">https:\/\/aws.amazon.com\/dynamodb\/<\/u><\/a><\/p>\n<h3 id=\"Amazon-RDS\" data-renderer-start-pos=\"5504\">Amazon RDS<\/h3>\n<p data-renderer-start-pos=\"5516\">Amazon RDS l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd gi\u00fap d\u1ec5 d\u00e0ng thi\u1ebft l\u1eadp, v\u1eadn h\u00e0nh v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 tr\u00ean \u0111\u00e1m m\u00e2y.<\/p>\n<p data-renderer-start-pos=\"5643\">Amazon RDS h\u1ed7 tr\u1ee3 c\u00f4ng c\u1ee5 c\u01a1 s\u1edf d\u1eef li\u1ec7u Amazon Aurora, MySQL, MariaDB, Oracle, SQL Server v\u00e0 PostgreSQL v\u00e0 th\u01b0\u1eddng l\u00e0 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng khi kh\u00e1ch h\u00e0ng migrate CSDL t\u1eeb on-premises l\u00ean AWS.<\/p>\n<h3 id=\"Amazon-Aurora\" data-renderer-start-pos=\"5834\">Amazon Aurora<\/h3>\n<p>Amazon Aurora l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 k\u1ebft h\u1ee3p t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 tin c\u1eady c\u1ee7a c\u01a1 s\u1edf d\u1eef li\u1ec7u th\u01b0\u01a1ng m\u1ea1i cao c\u1ea5p v\u1edbi t\u00ednh \u0111\u01a1n gi\u1ea3n v\u00e0 hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed c\u1ee7a c\u01a1 s\u1edf d\u1eef li\u1ec7u m\u00e3 ngu\u1ed3n m\u1edf.<\/p>\n<h2 id=\"C\u00f4ng-\u0111o\u1ea1n-3:-X\u1eed-l\u00fd-v\u00e0-ph\u00e2n-t\u00edch\" data-renderer-start-pos=\"6039\">C\u00f4ng \u0111o\u1ea1n 3: X\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch<\/h2>\n<p data-renderer-start-pos=\"6072\">\u0110\u00e2y l\u00e0 b\u01b0\u1edbc m\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chuy\u1ec3n t\u1eeb tr\u1ea1ng th\u00e1i th\u00f4 c\u1ee7a n\u00f3 th\u00e0nh m\u1ed9t \u0111\u1ecbnh d\u1ea1ng c\u00f3 th\u1ec3 ti\u00eau th\u1ee5 &#8211; th\u01b0\u1eddng b\u1eb1ng c\u00e1ch s\u1eafp x\u1ebfp, t\u1ed5ng h\u1ee3p, n\u1ed1i v\u00e0 th\u1eadm ch\u00ed th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng v\u00e0 thu\u1eadt to\u00e1n n\u00e2ng cao h\u01a1n.<\/p>\n<p data-renderer-start-pos=\"6275\">C\u00e1c t\u1eadp d\u1eef li\u1ec7u k\u1ebft qu\u1ea3 sau \u0111\u00f3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef \u0111\u1ec3 x\u1eed l\u00fd th\u00eam ho\u1eb7c c\u00f3 s\u1eb5n \u0111\u1ec3 ti\u00eau th\u1ee5 th\u00f4ng qua c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u v\u00e0 business intelligence.<\/p>\n<h2 id=\"C\u00e1c-d\u1ecbch-v\u1ee5-h\u1ed7-tr\u1ee3-c\u00f4ng-\u0111o\u1ea1n-x\u1eed-l\u00fd-v\u00e0-ph\u00e2n-t\u00edch\" data-renderer-start-pos=\"6428\">C\u00e1c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 c\u00f4ng \u0111o\u1ea1n x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch<\/h2>\n<p>&nbsp;<\/p>\n<h3 id=\"Amazon-Redshift\" data-renderer-start-pos=\"6477\">Amazon Redshift<\/h3>\n<p data-renderer-start-pos=\"6494\">Amazon Redshift l\u00e0 kho d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t.<\/p>\n<p data-renderer-start-pos=\"6562\">N\u00f3 gi\u00fap ph\u00e2n t\u00edch t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n nhanh ch\u00f3ng, \u0111\u01a1n gi\u1ea3n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng SQL ti\u00eau chu\u1ea9n v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 Business Intelligence (BI) hi\u1ec7n c\u00f3 c\u1ee7a b\u1ea1n.<\/p>\n<p data-renderer-start-pos=\"6739\">N\u00f3 cho ph\u00e9p b\u1ea1n ch\u1ea1y c\u00e1c truy v\u1ea5n ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p t\u1eeb h\u00e0ng terabyte (TB) \u0111\u1ebfn h\u00e0ng petabyte (PB, 1 PB d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 b\u00e1n c\u1ea5u tr\u00fac, s\u1eed d\u1ee5ng t\u1ed1i \u01b0u h\u00f3a truy v\u1ea5n ph\u1ee9c t\u1ea1p, l\u01b0u tr\u1eef d\u1ea1ng c\u1ed9t tr\u00ean b\u1ed9 nh\u1edb hi\u1ec7u su\u1ea5t cao v\u00e0 th\u1ef1c thi truy v\u1ea5n song song h\u00e0ng lo\u1ea1t.<\/p>\n<h3 id=\"Amazon-Athena\" data-renderer-start-pos=\"7003\">Amazon Athena<\/h3>\n<p data-renderer-start-pos=\"7018\">Amazon Athena l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 truy v\u1ea5n t\u01b0\u01a1ng t\u00e1c gi\u00fap d\u1ec5 d\u00e0ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong Amazon S3 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng SQL ti\u00eau chu\u1ea9n.<\/p>\n<p data-renderer-start-pos=\"7148\">D\u1ecbch v\u1ee5 Amazon Athena kh\u00f4ng c\u00f3 m\u00e1y ch\u1ee7, v\u00ec v\u1eady kh\u00f4ng c\u00f3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 b\u1ea1n ch\u1ec9 tr\u1ea3 ti\u1ec1n cho c\u00e1c truy v\u1ea5n m\u00e0 b\u1ea1n ch\u1ea1y.<\/p>\n<p data-renderer-start-pos=\"7280\">Ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng Athena r\u1ea5t nhi\u1ec1u trong vi\u1ec7c tri\u1ec3n khai c\u1ee7a m\u00ecnh v\u00e0 t\u00f4i ph\u1ea3i n\u00f3i r\u1eb1ng ch\u00fang th\u1ef1c s\u1ef1 \u0111\u00e3 gi\u00fap ch\u00fang t\u00f4i v\u1ec1 Kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u v\u00e0 X\u00e1c th\u1ef1c d\u1eef li\u1ec7u.<\/p>\n<h3 id=\"AWS-Glue\" data-renderer-start-pos=\"7444\">AWS Glue<\/h3>\n<p data-renderer-start-pos=\"7454\">AWS Glue l\u00e0 d\u1ecbch v\u1ee5 t\u00edch h\u1ee3p d\u1eef li\u1ec7u kh\u00f4ng c\u1ea7n m\u00e1y ch\u1ee7 gi\u00fap d\u1ec5 d\u00e0ng kh\u00e1m ph\u00e1, chu\u1ea9n b\u1ecb v\u00e0 k\u1ebft h\u1ee3p d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n t\u00edch, h\u1ecdc m\u00e1y v\u00e0 ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng.<\/p>\n<p data-renderer-start-pos=\"7607\">AWS Glue \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u00e1ng k\u1ec3 t\u1eeb b\u1ea3n ph\u00e1t h\u00e0nh ban \u0111\u1ea7u 0.9 l\u00ean AWS Glue 2.0. C\u00f9ng v\u1edbi \u0111\u00f3 l\u00e0 nh\u1eefng c\u1ea3i ti\u1ebfn gi\u00fap g\u1eafn k\u1ebft t\u1ea5t c\u1ea3 c\u00e1c pipelines l\u1ea1i v\u1edbi nhau.<\/p>\n<h3 id=\"Amazon-EMR\" data-renderer-start-pos=\"7765\">Amazon EMR<\/h3>\n<p data-renderer-start-pos=\"7777\">Amazon EMR l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 web cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p, nh\u00e0 nghi\u00ean c\u1ee9u, nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed.<\/p>\n<p data-renderer-start-pos=\"7954\">N\u00f3 s\u1eed d\u1ee5ng khung Hadoop \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef ch\u1ea1y tr\u00ean c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng quy m\u00f4 web c\u1ee7a Amazon Elastic Compute Cloud (Amazon EC2) v\u00e0 Amazon Simple Storage Service (Amazon S3).<\/p>\n<p data-renderer-start-pos=\"8119\">Tr\u00e1i ng\u01b0\u1ee3c v\u1edbi Glue, kh\u00f4ng c\u00f3 m\u00e1y ch\u1ee7 c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n kh\u00f4ng c\u1ea7n cung c\u1ea5p m\u00e1y ch\u1ee7 c\u1ee7a ri\u00eang m\u00ecnh, EMR cho ph\u00e9p b\u1ea1n linh ho\u1ea1t h\u01a1n v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c t\u00f9y thu\u1ed9c v\u00e0o kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n &#8220;l\u1edbn&#8221; nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n<h3 id=\"Amazon-EC2\" data-renderer-start-pos=\"8348\">Amazon EC2<\/h3>\n<p>Amazon Elastic Compute Cloud (Amazon EC2) l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 web cung c\u1ea5p kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n c\u00f3 th\u1ec3 thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc tr\u00ean \u0111\u00e1m m\u00e2y. V\u1ec1 c\u01a1 b\u1ea3n, m\u00e1y \u1ea3o c\u1ee7a b\u1ea1n tr\u00ean \u0111\u00e1m m\u00e2y c\u00f3 r\u1ea5t nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng, \u0111\u00fang v\u1edbi t\u00ean g\u1ecdi c\u1ee7a n\u00f3 l\u00e0 &#8220;Elastic&#8221;.<\/p>\n<h3 id=\"Amazon-Sagemaker\" data-renderer-start-pos=\"8601\">Amazon Sagemaker<\/h3>\n<p data-renderer-start-pos=\"8619\">Amazon SageMaker l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ho\u00e0n to\u00e0n cung c\u1ea5p cho m\u1ecdi nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng, \u0111\u00e0o t\u1ea1o v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (ML) m\u1ed9t c\u00e1ch nhanh ch\u00f3ng.<\/p>\n<p data-renderer-start-pos=\"8819\">SageMaker lo\u1ea1i b\u1ecf nh\u1eefng c\u00f4ng vi\u1ec7c n\u1eb7ng nh\u1ecdc kh\u1ecfi m\u1ed7i b\u01b0\u1edbc c\u1ee7a quy tr\u00ecnh m\u00e1y h\u1ecdc \u0111\u1ec3 gi\u00fap vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh ch\u1ea5t l\u01b0\u1ee3ng cao tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n<p data-renderer-start-pos=\"8972\">AWS re: Invent 2020 c\u0169ng \u0111\u00e3 gi\u1edbi thi\u1ec7u cho ch\u00fang t\u00f4i r\u1ea5t nhi\u1ec1u c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi Amazon Sagemaker nh\u01b0 Data Wrangler, Clarify, SageMaker pipe, v.v.<\/p>\n<h2 id=\"C\u00f4ng-\u0111o\u1ea1n-3:-H\u00ecnh-dung\" data-renderer-start-pos=\"9127\">C\u00f4ng \u0111o\u1ea1n 4: H\u00ecnh dung<\/h2>\n<p data-renderer-start-pos=\"9151\">D\u1eef li\u1ec7u l\u1edbn l\u00e0 t\u1ea5t c\u1ea3 v\u1ec1 vi\u1ec7c nh\u1eadn \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb cao, th\u00f4ng tin chi ti\u1ebft h\u1eefu \u00edch t\u1eeb n\u1ed9i dung d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n.<\/p>\n<p data-renderer-start-pos=\"9261\">L\u00fd t\u01b0\u1edfng nh\u1ea5t l\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c cung c\u1ea5p cho c\u00e1c b\u00ean li\u00ean quan th\u00f4ng qua c\u00e1c c\u00f4ng c\u1ee5 th\u00f4ng minh kinh doanh t\u1ef1 ph\u1ee5c v\u1ee5 v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u linh ho\u1ea1t cho ph\u00e9p kh\u00e1m ph\u00e1 t\u1eadp d\u1eef li\u1ec7u nhanh ch\u00f3ng v\u00e0 d\u1ec5 d\u00e0ng.<\/p>\n<p data-renderer-start-pos=\"9479\">T\u00f9y thu\u1ed9c v\u00e0o lo\u1ea1i ph\u00e2n t\u00edch, ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u k\u1ebft qu\u1ea3 d\u01b0\u1edbi d\u1ea1ng &#8220;d\u1ef1 \u0111o\u00e1n&#8221; th\u1ed1ng k\u00ea &#8211; trong tr\u01b0\u1eddng h\u1ee3p ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n &#8211; ho\u1eb7c h\u00e0nh \u0111\u1ed9ng \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t &#8211; trong tr\u01b0\u1eddng h\u1ee3p ph\u00e2n t\u00edch m\u00f4 t\u1ea3.<\/p>\n<h2 id=\"C\u00e1c-d\u1ecbch-v\u1ee5-h\u1ed7-tr\u1ee3-c\u00f4ng-\u0111o\u1ea1n-h\u00ecnh-dung\" data-renderer-start-pos=\"9694\">C\u00e1c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 c\u00f4ng \u0111o\u1ea1n h\u00ecnh dung<\/h2>\n<p>&nbsp;<\/p>\n<h3 id=\"Amazon-QuickSight\" data-renderer-start-pos=\"9734\">Amazon QuickSight<\/h3>\n<p data-renderer-start-pos=\"9753\">Amazon QuickSight l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 Business Analytics \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi \u0111\u00e1m m\u00e2y, r\u1ea5t nhanh, d\u1ec5 s\u1eed d\u1ee5ng, gi\u00fap t\u1ea5t c\u1ea3 nh\u00e2n vi\u00ean trong t\u1ed5 ch\u1ee9c d\u1ec5 d\u00e0ng tr\u1ef1c quan h\u00f3a, th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch \u0111\u1eb7c bi\u1ec7t v\u00e0 nhanh ch\u00f3ng nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng tin chi ti\u1ebft v\u1ec1 doanh nghi\u1ec7p t\u1eeb d\u1eef li\u1ec7u c\u1ee7a h\u1ecd, b\u1ea5t c\u1ee9 l\u00fac n\u00e0o, tr\u00ean b\u1ea5t c\u1ee9 thi\u1ebft b\u1ecb n\u00e0o.<\/p>\n<p data-renderer-start-pos=\"10063\">QuickSight r\u1ea5t d\u1ec5 s\u1eed d\u1ee5ng v\u00e0 c\u0169ng \u0111\u00e3 th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 c\u1ea3i ti\u1ebfn l\u1edbn k\u1ec3 t\u1eeb khi \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh c\u00f4ng khai. Tuy c\u00f2n kh\u00e1 m\u1edbi so v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 BI l\u1edbn kh\u00e1c nh\u01b0ng Amazon QuickSight r\u1ea5t c\u00f3 ti\u1ec1m n\u0103ng, \u0111\u1eb7c bi\u1ec7t khi n\u00f3 l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p BI ti\u1ebft ki\u1ec7m chi ph\u00ed.<\/p>\n<h2 id=\"V\u1ec1-VTI-Cloud\" data-renderer-start-pos=\"10311\"><strong data-renderer-mark=\"true\">V\u1ec1 VTI Cloud<\/strong><\/h2>\n<p data-renderer-start-pos=\"10325\"><strong data-renderer-mark=\"true\">VTI Cloud<\/strong>\u00a0l\u00e0 \u0110\u1ed1i t\u00e1c c\u1ea5p cao\u00a0<a class=\"sc-iyvyFf kJXhAi\" title=\"https:\/\/vticloud.io\/news_events\/vti-cloud-chinh-thuc-tro-thanh-advanced-consulting-partner-cua-aws\/\" href=\"https:\/\/vticloud.io\/news_events\/vti-cloud-chinh-thuc-tro-thanh-advanced-consulting-partner-cua-aws\/\" data-renderer-mark=\"true\">(Advanced Consulting Partner)<\/a>\u00a0c\u1ee7a AWS, v\u1edbi \u0111\u1ed9i ng\u0169 h\u01a1n 50+ k\u1ef9 s\u01b0 v\u1ec1 gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn b\u1edfi AWS. V\u1edbi mong mu\u1ed1n h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng trong h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 d\u1ecbch chuy\u1ec3n l\u00ean \u0111\u00e1m m\u00e2y AWS, VTI Cloud t\u1ef1 h\u00e0o l\u00e0 \u0111\u01a1n v\u1ecb ti\u00ean phong trong vi\u1ec7c t\u01b0 v\u1ea5n gi\u1ea3i ph\u00e1p, ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m v\u00e0 tri\u1ec3n khai h\u1ea1 t\u1ea7ng AWS cho kh\u00e1ch h\u00e0ng t\u1ea1i\u00a0Vi\u1ec7t Nam\u00a0v\u00e0\u00a0Nh\u1eadt B\u1ea3n.<\/p>\n<p data-renderer-start-pos=\"10707\">X\u00e2y d\u1ef1ng c\u00e1c ki\u1ebfn tr\u00fac an to\u00e0n, hi\u1ec7u su\u1ea5t cao, linh ho\u1ea1t, v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed cho kh\u00e1ch h\u00e0ng l\u00e0 nhi\u1ec7m v\u1ee5 h\u00e0ng \u0111\u1ea7u c\u1ee7a\u00a0VTI Cloud\u00a0trong s\u1ee9 m\u1ec7nh c\u00f4ng ngh\u1ec7 h\u00f3a doanh nghi\u1ec7p.<\/p>\n<p>References:<\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomdirectconnect\" name=\"httpsawsamazoncomdirectconnect\"><\/a><a href=\"https:\/\/aws.amazon.com\/directconnect\/\">https:\/\/aws.amazon.com\/directconnect\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomkinesis\" name=\"httpsawsamazoncomkinesis\"><\/a><a href=\"https:\/\/aws.amazon.com\/kinesis\/\">https:\/\/aws.amazon.com\/kinesis\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomsnowball\" name=\"httpsawsamazoncomsnowball\"><\/a><a href=\"https:\/\/aws.amazon.com\/snowball\/\">https:\/\/aws.amazon.com\/snowball\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncoms3\" name=\"httpsawsamazoncoms3\"><\/a><a href=\"https:\/\/aws.amazon.com\/s3\/\">https:\/\/aws.amazon.com\/s3\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomglacier\" name=\"httpsawsamazoncomglacier\"><\/a><a href=\"https:\/\/aws.amazon.com\/glacier\/\">https:\/\/aws.amazon.com\/glacier\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomdynamodb\" name=\"httpsawsamazoncomdynamodb\"><\/a><a href=\"https:\/\/aws.amazon.com\/dynamodb\/\">https:\/\/aws.amazon.com\/dynamodb\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomrds\" name=\"httpsawsamazoncomrds\"><\/a><a href=\"https:\/\/aws.amazon.com\/rds\/\">https:\/\/aws.amazon.com\/rds\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomredshift\" name=\"httpsawsamazoncomredshift\"><\/a><a href=\"https:\/\/aws.amazon.com\/redshift\/\">https:\/\/aws.amazon.com\/redshift\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomathena\" name=\"httpsawsamazoncomathena\"><\/a><a href=\"https:\/\/aws.amazon.com\/athena\/\">https:\/\/aws.amazon.com\/athena\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomglue\" name=\"httpsawsamazoncomglue\"><\/a><a href=\"https:\/\/aws.amazon.com\/glue\/\">https:\/\/aws.amazon.com\/glue\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomemr\" name=\"httpsawsamazoncomemr\"><\/a><a href=\"https:\/\/aws.amazon.com\/emr\/\">https:\/\/aws.amazon.com\/emr\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomec2\" name=\"httpsawsamazoncomec2\"><\/a><a href=\"https:\/\/aws.amazon.com\/ec2\/\">https:\/\/aws.amazon.com\/ec2\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomsagemaker\" name=\"httpsawsamazoncomsagemaker\"><\/a><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\">https:\/\/aws.amazon.com\/sagemaker\/<\/a><\/p>\n<p><a href=\"https:\/\/dev.to\/awscommunity-asean\/introduction-to-the-aws-big-data-portfolio-2539#httpsawsamazoncomquicksight\" name=\"httpsawsamazoncomquicksight\"><\/a><a href=\"https:\/\/aws.amazon.com\/quicksight\/\">https:\/\/aws.amazon.com\/quicksight\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>B\u1ea1n mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t data pipeline end-to-end v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 c\u1ee7a AWS? Xin ch\u00fac m\u1eebng! Trong b\u00e0i \u0111\u0103ng n\u00e0y, VTI Cloud s\u1ebd gi\u1edbi thi\u1ec7u v\u1ec1 danh m\u1ee5c Big Data c\u1ee7a AWS. \u00a0 Tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o b\u1ed9 d\u1ecbch v\u1ee5 AWS cho Big Data, tr\u01b0\u1edbc ti\u00ean ch\u00fang ta h\u00e3y x\u00e1c \u0111\u1ecbnh Big Data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2723,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13],"tags":[140,115,143,48,51,133,144,132],"_links":{"self":[{"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/posts\/2722"}],"collection":[{"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/comments?post=2722"}],"version-history":[{"count":1,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/posts\/2722\/revisions"}],"predecessor-version":[{"id":3169,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/posts\/2722\/revisions\/3169"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/media\/2723"}],"wp:attachment":[{"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/media?parent=2722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/categories?post=2722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vticloud.io\/en\/wp-json\/wp\/v2\/tags?post=2722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}