{"id":8648,"date":"2023-02-08T08:06:25","date_gmt":"2023-02-08T01:06:25","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=8648"},"modified":"2024-03-29T17:12:19","modified_gmt":"2024-03-29T10:12:19","slug":"big-data-and-cloud-computing","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/big-data-and-cloud-computing\/","title":{"rendered":"Big Data v\u00e0 Cloud Computing: S\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o\u00a0"},"content":{"rendered":"

Big 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 \u0111\u1ec1u c\u00f3 nh\u1eefng gi\u00e1 tr\u1ecb ri\u00eang, nh\u01b0ng nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 k\u1ebft h\u1ee3p ch\u00fang \u0111\u1ec3 thu \u0111\u01b0\u1ee3c nhi\u1ec1u l\u1ee3i \u00edch h\u01a1n n\u1eefa. N\u1ebfu b\u1ea1n \u0111ang mu\u1ed1n kh\u00e1m ph\u00e1 v\u1ec1 c\u00e1ch m\u00e0 Big Data v\u00e0 Cloud Computing k\u1ebft h\u1ee3p v\u1edbi nhau, v\u00e0 t\u1ea1i sao ch\u00fang l\u1ea1i l\u00e0 m\u1ed9t s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o. B\u00e0i vi\u1ebft n\u00e0y l\u00e0 d\u00e0nh cho b\u1ea1n!<\/span>\u00a0<\/span><\/p>\n

I. Gi\u1ea3i th\u00edch v\u1ec1 Big Data v\u00e0 Cloud Computing<\/span><\/b>\u00a0<\/span><\/h2>\n

1. Big Data l\u00e0 g\u00ec?<\/span>\u00a0<\/span><\/h3>\n

Big Data l\u00e0 h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng tr\u1ef1c tuy\u1ebfn v\u00e0 tr\u00ean c\u00e1c thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed. N\u00f3i c\u00e1ch kh\u00e1c, n\u00f3 l\u00e0 m\u1ed9t kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, h\u00e0ng terabyte, petabyte ho\u1eb7c th\u1eadm ch\u00ed nhi\u1ec1u h\u01a1n th\u1ebf. <\/span><\/p>\n

D\u1eef li\u1ec7u n\u00e0y l\u1edbn \u0111\u1ebfn m\u1ee9c kh\u00f4ng th\u1ec3 x\u1eed l\u00fd \u0111\u01b0\u1ee3c th\u00f4ng qua c\u00e1c c\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/span>\u00a0<\/span><\/p>\n

T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 Big Data<\/a> t\u1ea1i \u0111\u00e2y.<\/span><\/p>\n

2. Cloud Computing l\u00e0 g\u00ec?<\/span>\u00a0<\/span><\/h3>\n

Cloud Computing hay c\u00f2n g\u1ecdi l\u00e0 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. \u0110\u00e1m m\u00e2y l\u00e0 t\u00ean g\u1ecdi c\u1ee7a m\u1ed9t s\u1ed1 m\u00e1y ch\u1ee7 m\u1ea1nh do nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 v\u1eadn h\u00e0nh. <\/span>\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 s\u1ef1 s\u1eb5n c\u00f3 theo y\u00eau c\u1ea7u c\u1ee7a t\u00e0i nguy\u00ean m\u00e1y t\u00ednh d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 qua Internet.\u00a0<\/span>\u00a0<\/span><\/p>\n

\"what

Cloud Computing l\u00e0 c\u00f4ng ngh\u1ec7 gi\u00fap l\u01b0u tr\u1eef v\u00e0 truy c\u1eadp d\u1eef li\u1ec7u tr\u00ean internet thay v\u00ec \u1ed5 \u0111\u0129a c\u1ee7a m\u00e1y t\u00ednh – H\u00ecnh \u1ea3nh: mygreatlearning.com<\/p><\/div>\n

M\u1ee5c \u0111\u00edch c\u1ee7a \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u00ean \u0111\u00e1m m\u00e2y ho\u1eb7c t\u1eadn d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 CNTT t\u1eeb xa m\u00e0 kh\u00f4ng c\u1ea7n c\u00e0i \u0111\u1eb7t b\u1ea5t k\u1ef3 t\u00e0i nguy\u00ean CNTT n\u00e0o.<\/span>\u00a0<\/span><\/p>\n

T\u1ea7m quan tr\u1ecdng c\u1ee7a \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u1eb7c bi\u1ec7t \u0111\u01b0\u1ee3c nh\u1ea5n m\u1ea1nh khi \u0111\u1ea1i d\u1ecbch Covid-19 x\u1ea3y ra. V\u1edbi h\u00ecnh th\u1ee9c l\u00e0m vi\u1ec7c t\u1ea1i nh\u00e0 tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u t\u1eeb xa v\u00e0 qu\u1ea3n l\u00fd c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd.\u00a0<\/span>\u00a0<\/span><\/p>\n

II. S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a Big Data v\u00e0 Cloud Computing<\/span><\/b>\u00a0<\/span><\/h2>\n

D\u1eef li\u1ec7u l\u1edbn ch\u1ecbu tr\u00e1ch nhi\u1ec7m l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, c\u00f2n \u0111\u00e1m m\u00e2y cung c\u1ea5p m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u0111\u00e1ng tin c\u1eady, c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng \u0111\u1ec3 c\u00e1c d\u1eef li\u1ec7u l\u1edbn ho\u1ea1t \u0111\u1ed9ng.\u00a0<\/span>\u00a0<\/span><\/p>\n

Khi l\u01b0\u1ee3ng d\u1eef li\u1ec7u t\u0103ng l\u00ean, doanh nghi\u1ec7p ng\u00e0y c\u00e0ng kh\u00f3 duy tr\u00ec t\u1ea5t c\u1ea3 c\u00e1c d\u1eef li\u1ec7u. Nh\u01b0ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n l\u00e0m cho to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn t\u1ed1n \u00edt th\u1eddi gian v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. <\/span><\/p>\n

\u0110\u1ed3ng th\u1eddi, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a d\u1eef li\u1ec7u l\u1edbn c\u0169ng l\u00e0 y\u1ebfu t\u1ed1 th\u00fac \u0111\u1ea9y c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 tr\u00ean \u0111\u00e1m m\u00e2y li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n v\u00ec m\u1ed1i quan h\u1ec7 gi\u1eefa ch\u00fang d\u1ef1a tr\u00ean s\u1ea3n ph\u1ea9m, l\u01b0u tr\u1eef v\u00e0 x\u1eed l\u00fd.\u00a0<\/span>\u00a0<\/span><\/p>\n

\"a

Big Data v\u00e0 Cloud Computing \u0111em \u0111\u1ebfn s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o- H\u00ecnh \u1ea3nh: vexxhost.com<\/p><\/div>\n

S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u1ea3 d\u1eef li\u1ec7u l\u1edbn v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 c\u1ea7n thi\u1ebft v\u00e0 t\u1ea1o n\u00ean m\u1ed1i quan h\u1ec7 b\u1ec1n ch\u1eb7t. B\u1edfi s\u1ee9c m\u1ea1nh t\u1ed5ng h\u1ee3p c\u1ee7a d\u1eef li\u1ec7u l\u1edbn v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y kh\u00f4ng ch\u1ec9 cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc mang t\u00ednh d\u1ef1 \u0111o\u00e1n m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 trong quy tr\u00ecnh kinh doanh v\u00e0 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh. <\/span><\/p>\n

\u0110\u1eb7c bi\u1ec7t, n\u00f3 c\u00f2n c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c \u0111\u1ebfn doanh thu c\u1ee7a c\u00f4ng ty c\u0169ng nh\u01b0 gi\u1ea3m chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u1ea7n thi\u1ebft.<\/span>\u00a0<\/span><\/p>\n

III. L\u1ee3i th\u1ebf c\u1ee7a vi\u1ec7c \u0111\u01b0a d\u1eef li\u1ec7u l\u1edbn v\u00e0o \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y<\/span><\/b>\u00a0<\/span><\/h2>\n

1. T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed<\/span>\u00a0<\/span><\/h3>\n

Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0 qu\u1ea3n l\u00fd c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn c\u00f3 th\u1ec3 r\u1ea5t t\u1ed1n k\u00e9m. Nh\u01b0ng b\u1eb1ng c\u00e1ch l\u01b0u tr\u1eef d\u1eef li\u1ec7u l\u1edbn tr\u00ean \u0111\u00e1m m\u00e2y, doanh nghi\u1ec7p ch\u1ec9 ph\u1ea3i tr\u1ea3 ti\u1ec1n cho kh\u00f4ng gian l\u01b0u tr\u1eef. <\/span><\/p>\n

T\u1eeb \u0111\u00f3, gi\u00fap gi\u1ea3m chi ph\u00ed c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng. \u0110\u1ed3ng th\u1eddi, doanh nghi\u1ec7p c\u00f3 th\u1ec3 chuy\u1ec3n tr\u00e1ch nhi\u1ec7m qu\u1ea3n l\u00fd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng sang m\u1ed9t t\u1ed5 ch\u1ee9c kh\u00e1c \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau kinh doanh c\u1ee7a m\u00ecnh.<\/span>\u00a0<\/span><\/p>\n

\"Cost

L\u01b0u tr\u1eef d\u1eef li\u1ec7u l\u1edbn tr\u00ean \u0111\u00e1m m\u00e2y gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed – H\u00ecnh \u1ea3nh: datanami.com<\/p><\/div>\n

2. Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/span>\u00a0<\/span><\/h3>\n

N\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng \u0111\u1ec3 cung c\u1ea5p dung l\u01b0\u1ee3ng l\u01b0u tr\u1eef cho d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng. Sau khi doanh nghi\u1ec7p c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin chi ti\u1ebft c\u1ea7n thi\u1ebft t\u1eeb d\u1eef li\u1ec7u, kh\u00f4ng gian l\u01b0u tr\u1eef c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u0103ng ho\u1eb7c gi\u1ea3m linh ho\u1ea1t \u0111\u1ec3 ch\u1ee9a d\u1eef li\u1ec7u. <\/span><\/p>\n

V\u00ec t\u1ed1c \u0111\u1ed9 thu th\u1eadp d\u1eef li\u1ec7u l\u00e0 kh\u00f4ng th\u1ec3 \u0111o\u00e1n tr\u01b0\u1edbc, n\u00ean vi\u1ec7c l\u01b0u tr\u1eef d\u1eef li\u1ec7u tr\u00ean \u0111\u00e1m m\u00e2y s\u1ebd h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd m\u1ee9c s\u1eed d\u1ee5ng v\u00e0 l\u01b0\u1ee3ng truy c\u1eadp l\u1edbn.<\/span>\u00a0<\/span><\/p>\n

3. Gi\u1ea3m \u0111\u1ed9 ph\u1ee9c t\u1ea1p<\/span>\u00a0<\/span><\/h3>\n

Vi\u1ec7c tri\u1ec3n khai gi\u1ea3i ph\u00e1p d\u1eef li\u1ec7u l\u1edbn n\u00e0o c\u0169ng y\u00eau c\u1ea7u m\u1ed9t s\u1ed1 th\u00e0nh ph\u1ea7n v\u00e0 t\u00edch h\u1ee3p. \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y cung c\u1ea5p t\u00f9y ch\u1ecdn \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c th\u00e0nh ph\u1ea7n n\u00e0y. Do \u0111\u00f3 gi\u1ea3m \u0111\u1ed9 ph\u1ee9c t\u1ea1p v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t c\u1ee7a nh\u00f3m ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn.<\/span>\u00a0<\/span><\/p>\n

\"benefits

\u0110\u00e1m m\u00e2y \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng v\u00e0 t\u1ea1o ra nhi\u1ec1u l\u1ee3i \u00edch c\u00f9ng v\u1edbi big data –\u00a0 H\u00ecnh \u1ea3nh: bigdatapath.wordpress.com<\/p><\/div>\n

4. B\u1ea3o m\u1eadt cao<\/span>\u00a0<\/span><\/h3>\n

Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c m\u1ed1i \u0111e d\u1ecda nh\u1eb1m b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u qu\u00fd gi\u00e1 c\u1ee7a doanh nghi\u1ec7p. H\u1ea7u h\u1ebft c\u00e1c d\u1ecbch v\u1ee5 d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec1u cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 \u0111\u1ecbnh c\u00e1c m\u1ee9c b\u1ea3o m\u1eadt kh\u00e1c nhau theo nhu c\u1ea7u c\u1ee7a h\u1ecd.<\/span>\u00a0<\/span><\/p>\n

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

Nh\u01b0 v\u1eady, tr\u00ean \u0111\u00e2y l\u00e0 t\u1ed5ng quan v\u1ec1 s\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o c\u1ee7a Big Data v\u00e0 Cloud Computing. B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p c\u1ea3 hai, c\u00e1c doanh nghi\u1ec7p th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng nh\u1eefng l\u1ee3i \u00edch \u0111\u1ed9c \u0111\u00e1o m\u00e0 ch\u00fang mang l\u1ea1i. <\/span><\/p>\n

Big Data v\u00e0 Cloud Computing c\u1ea3i thi\u1ec7n l\u1eabn nhau, l\u00e0m n\u1ed5i b\u1eadt nh\u1eefng \u0111i\u1ec3m m\u1ea1nh c\u1ee7a nhau v\u00e0 th\u1eadm ch\u00ed gi\u1ea3m thi\u1ec3u nh\u1eefng \u0111i\u1ec3m y\u1ebfu nh\u1ea5t \u0111\u1ecbnh. C\u1ea3 hai \u0111\u1ec1u \u0111ang h\u01b0\u1edbng t\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng \u0111\u1ec3 b\u1eaft k\u1ecbp v\u1edbi s\u1ef1 ti\u1ebfn b\u1ed9 v\u1ec1 y\u00eau c\u1ea7u c\u00f4ng ngh\u1ec7 v\u00e0 nhu c\u1ea7u ng\u01b0\u1eddi d\u00f9ng.\u00a0<\/span>\u00a0<\/span><\/p>","protected":false},"author":25,"featured_media":8649,"template":"","meta":{"_acf_changed":false},"tags":[9244,9246],"blog-cat":[2073],"class_list":["post-8648","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","tag-big-data","tag-cloud-computing","blog-cat-big-data-cloud"],"acf":[],"yoast_head":"\nBig Data v\u00e0 Cloud Computing: S\u1ef1 k\u1ebft h\u1ee3p ho\u00e0n h\u1ea3o\u00a0<\/title>\n<meta name=\"description\" content=\"Big 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. 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