{"id":13915,"date":"2022-11-08T14:49:40","date_gmt":"2022-11-08T07:49:40","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=13915"},"modified":"2023-05-19T08:18:40","modified_gmt":"2023-05-19T01:18:40","slug":"quan-ly-cac-nhu-cau-luu-tru-cho-ai-cua-ban","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/quan-ly-cac-nhu-cau-luu-tru-cho-ai-cua-ban-p13915\/","title":{"rendered":"Qu\u1ea3n l\u00fd c\u00e1c nhu c\u1ea7u l\u01b0u tr\u1eef cho AI c\u1ee7a b\u1ea1n"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>AI \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh \u0111\u00e1ng k\u1ec3, v\u00e0 n\u00f3 c\u0169ng l\u00e0 m\u1ed9t c\u00e1ch th\u1ee9c m\u1edbi \u0111\u1ec3 c\u00f4ng ph\u00e1 th\u1ecb tr\u01b0\u1eddng.\u00a0M\u1ed9t\u00a0cu\u1ed9c kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y c\u1ee7a Accenture\u00a0cho th\u1ea5y r\u1eb1ng c\u00e1c c\u00f4ng ty \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh\u00a0t\u1ef1u t\u1eeb AI \u2013 t\u1ee9c l\u00e0 nh\u1eefng c\u00f4ng ty n\u00e2ng cao s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a AI \u0111\u1ee7 \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 t\u0103ng tr\u01b0\u1edfng v\u01b0\u1ee3t tr\u1ed9i v\u00e0 chuy\u1ec3n \u0111\u1ed5i m\u00f4 h\u00ecnh kinh doanh \u2013 \u0111\u00e3 ph\u00e2n b\u1ed5 g\u1ea7n 30% t\u1ed5ng doanh thu c\u1ee7a h\u1ecd cho AI v\u00e0 tr\u1edf n\u00ean v\u01b0\u1ee3t tr\u1ed9i h\u01a1n trong c\u00e1c l\u0129nh v\u1ef1c bao g\u1ed3m t\u0103ng c\u01b0\u1eddng tr\u1ea3i nghi\u1ec7m v\u00e0 \u0111\u1ed9 trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty trong t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh, c\u00e1c c\u01a1 h\u1ed9i m\u00e0 AI mang l\u1ea1i c\u00f3 t\u00e1c \u0111\u1ed9ng m\u1ea1nh m\u1ebd theo nh\u1eefng c\u00e1ch thi\u1ebft th\u1ef1c nh\u1ea5t: H\u1ed7 tr\u1ee3 m\u1ea1nh m\u1ebd c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi trong y h\u1ecdc \u0111\u1ec3 cung c\u1ea5p kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 mang l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n;\u00a0Gi\u1ea3m thi\u1ec3u r\u1ee7i ro t\u00e0i ch\u00ednh b\u1eb1ng c\u00e1ch ph\u00e1t hi\u1ec7n gian l\u1eadn v\u00e0 c\u00e1c m\u1ed1i \u0111e d\u1ecda b\u1ea3o m\u1eadt;\u00a0C\u1ea3i thi\u1ec7n ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p v\u1edbi t\u1ef1 \u0111\u1ed9ng h\u00f3a;\u00a0V\u00e0 \u0111\u1ed5i m\u1edbi m\u1ecdi th\u1ee9 t\u1eeb giao th\u00f4ng \u0111\u1ebfn h\u1ec7 th\u1ed1ng cung c\u1ea5p th\u1ef1c ph\u1ea9m. \u0110\u00f3 ch\u1ec9 l\u00e0 m\u1ed9t v\u00e0i trong s\u1ed1 nh\u1eefng c\u00e1ch m\u00e0 AI \u0111ang bi\u1ebfn \u0111\u1ed5i th\u1ebf gi\u1edbi c\u1ee7a ch\u00fang ta.\u00a0Cho d\u00f9 b\u1ea1n l\u00e0\u00a0gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh c\u1ea5p C hay m\u1ed9t nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, AI \u0111\u01b0\u1ee3c th\u1eeba nh\u1eadn l\u00e0 nh\u00e2n t\u1ed1 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i kinh doanh th\u1ef1c s\u1ef1.<\/p>\n<p>\u0110\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi nhu c\u1ea7u truy c\u1eadp nhi\u1ec1u h\u01a1n v\u00e0 \u0111\u00f2i h\u1ecfi t\u00ednh s\u1eb5n s\u00e0ng c\u1ee7a d\u1eef li\u1ec7u, k\u1ebft h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng x\u1eed l\u00fd hi\u1ec7u su\u1ea5t cao, t\u0103ng c\u01b0\u1eddng v\u1edbi c\u00e1c GPU m\u1ea1nh m\u1ebd, AI \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t v\u1ea5n \u0111\u1ec1 \u01b0u ti\u00ean c\u1ee7a c\u00e1c t\u1ed5 ch\u1ee9c \u2013 v\u00e0 ng\u00e0nh c\u00f4ng ngh\u1ec7 ch\u1ee7 \u0111\u1ea1o.\u00a0Tr\u00ean th\u1ef1c t\u1ebf, m\u1ed9t\u00a0cu\u1ed9c th\u0103m d\u00f2 \u00fd ki\u1ebfn \u200b\u200bc\u1ee7a Harris\u00a0cho th\u1ea5y 55% c\u00e1c c\u00f4ng ty b\u00e1o c\u00e1o \u0111ang t\u0103ng t\u1ed1c chi\u1ebfn l\u01b0\u1ee3c AI c\u1ee7a h\u1ecd nh\u1edd t\u00e1c \u0111\u1ed9ng c\u1ee7a COVID v\u00e0 67% mong \u0111\u1ee3i s\u1ebd \u0111\u1ea9y nhanh chi\u1ebfn l\u01b0\u1ee3c AI c\u1ee7a h\u1ecd trong t\u01b0\u01a1ng lai.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>Vi\u1ec7c \u1ee9ng d\u1ee5ng AI ng\u00e0y c\u00e0ng nhi\u1ec1u \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c s\u1ebd c\u00f3 nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a ri\u00eang n\u00f3.\u00a0Nhi\u1ec1u s\u00e1ng ki\u1ebfn \u200b\u200bAI c\u1ee7a c\u00e1c c\u00f4ng ty, t\u1ed5 ch\u1ee9c \u0111i \u0111\u1ebfn th\u1ea5t b\u1ea1i kh\u00f4ng ch\u1ec9 do thi\u1ebfu k\u1ebf ho\u1ea1ch ph\u00f9 h\u1ee3p m\u00e0 c\u00f2n do h\u1ea1 t\u1ea7ng CNTT kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 v\u01b0\u1ee3t ra ngo\u00e0i c\u00f4ng \u0111o\u1ea1n PoC theo m\u1ed9t c\u00e1ch c\u00f3 hi\u1ec7u qu\u1ea3 v\u1ec1 chi ph\u00ed v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng.\u00a0Theo m\u1ed9t \u01b0\u1edbc t\u00ednh, kho\u1ea3ng 80% c\u00e1c d\u1ef1 \u00e1n AI kh\u00f4ng bao gi\u1edd \u0111i v\u00e0o giai \u0111o\u1ea1n s\u1ea3n xu\u1ea5t (production).\u00a0T\u1ea1i sao nh\u01b0 v\u1eady?<\/p>\n<h3>L\u01b0u tr\u1eef d\u1eef li\u1ec7u: Thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Gi\u1ea3i ph\u00e1p kinh doanh<\/h3>\n<p>Kho\u1ea3ng c\u00e1ch gi\u1eefa gi\u1ea3i ph\u00e1p khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 gi\u1ea3i ph\u00e1p kinh doanh l\u00e0 do thi\u1ebfu c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0 t\u1ed1i \u01b0u h\u00f3a.\u00a0N\u00f3 c\u1ea7n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng ch\u00ednh x\u00e1c ngay t\u1eeb \u0111\u1ea7u v\u00e0 c\u0169ng gi\u1eef d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7 khi t\u1eeb PoC chuy\u1ec3n sang s\u1ea3n xu\u1ea5t, cho ph\u00e9p c\u1ea3 vi\u1ec7c qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 m\u1edf r\u1ed9ng sang c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y kh\u00e1c nhau \u0111\u1ec3 n\u00e2ng cao n\u0103ng su\u1ea5t khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n<p>\u0110\u1eb7c bi\u1ec7t, nh\u1eefng th\u00e1ch th\u1ee9c v\u1edbi vi\u1ec7c l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi ph\u1ea3i l\u1eadp k\u1ebf ho\u1ea1ch cho vi\u1ec7c t\u0103ng tr\u01b0\u1edfng d\u1eef li\u1ec7u \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 tr\u00edch xu\u1ea5t gi\u00e1 tr\u1ecb c\u1ee7a d\u1eef li\u1ec7u khi b\u1ea1n ti\u1ebfn l\u00ean, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi b\u1ea1n b\u1eaft \u0111\u1ea7u c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng n\u00e2ng cao h\u01a1n nh\u01b0 H\u1ecdc s\u00e2u v\u00e0 M\u1ea1ng th\u1ea7n kinh, \u0111\u00f2i h\u1ecfi nhi\u1ec1u x\u1eed l\u00fd h\u01a1n,\u00a0c\u0169ng nh\u01b0 s\u1ee9c m\u1ea1nh, hi\u1ec7u su\u1ea5t v\u00e0 quy m\u00f4 l\u01b0u tr\u1eef.<\/p>\n<p>C\u00e1c y\u00eau c\u1ea7u \u0111\u1ed1i v\u1edbi AI t\u1ea1o ra nhu c\u1ea7u v\u1ec1 s\u1ee9c m\u1ea1nh v\u00e0 th\u00f4ng l\u01b0\u1ee3ng x\u1eed l\u00fd cao h\u01a1n, v\u00e0 H\u1ecdc m\u00e1y s\u1ebd l\u00e0m gia t\u0103ng c\u00e1c nhu c\u1ea7u n\u00e0y.\u00a0Khi h\u1ea1 t\u1ea7ng c\u1ee7a b\u1ea1n kh\u00f4ng cho ph\u00e9p b\u1ea1n m\u1edf r\u1ed9ng quy m\u00f4 x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef m\u1ed9t c\u00e1ch \u0111\u1ed9c l\u1eadp, c\u00e1c v\u1ea5n \u0111\u1ec1 s\u1ebd b\u1eaft \u0111\u1ea7u l\u1ed9 di\u1ec7n.<\/p>\n<ul>\n<li>Th\u1eddi gian \u0111\u01b0a ra th\u1ecb tr\u01b0\u1eddng (time-to-market) b\u1ecb \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng nh\u1ecf, kh\u00f3 m\u1edf r\u1ed9ng quy m\u00f4.\u00a0V\u1edbi kh\u00f4ng gian h\u1ea1n ch\u1ebf, b\u1ea1n ph\u1ea3i di chuy\u1ec3n d\u1eef li\u1ec7u nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a qu\u00e1 tr\u00ecnh chu\u1ea9n h\u00f3a v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng nh\u1ecf h\u01a1n y\u00eau c\u1ea7u d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u00e1ch v\u00e0 x\u00f3a, \u0111i\u1ec1u n\u00e0y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh.\u00a0M\u1ed9t <a class=\"iblink\" href=\"\/solution\/enterprise-storage\/\">gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef<\/a> c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 v\u00e0 lo\u1ea1i b\u1ecf nhu c\u1ea7u gi\u1edbi h\u1ea1n t\u1eadp d\u1eef li\u1ec7u s\u1ebd cho ph\u00e9p b\u1ea1n ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh t\u1ed1t h\u01a1n.<\/li>\n<\/ul>\n<ul>\n<li>S\u1ef1 t\u1eafc ngh\u1ebdn c\u1ed5 chai\u00a0\u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi t\u1ea3i x\u1eed l\u00fd s\u1eed d\u1ee5ng nhi\u1ec1u d\u1eef li\u1ec7u khi b\u1ed9 l\u01b0u tr\u1eef kh\u00f4ng th\u1ec3 m\u1edf r\u1ed9ng, \u0111i\u1ec1u n\u00e0y l\u00e0m h\u1ea1n ch\u1ebf hi\u1ec7u su\u1ea5t v\u00e0 c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c c\u00e1c GPU \u0111\u1eaft ti\u1ec1n kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng.\u00a0\u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn vi\u1ec7c c\u00e1c <a class=\"iblink\" href=\"\/storage\/\">h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef<\/a> kh\u00e1c nhau b\u1ecb c\u0103ng th\u1eb3ng b\u1edfi vi\u1ec7c sao ch\u00e9p v\u00e0 di chuy\u1ec3n d\u1eef li\u1ec7u, v\u00e0 do \u0111\u00f3, kh\u00f4ng th\u1ec3 cung c\u1ea5p hi\u1ec7u su\u1ea5t c\u1ea7n thi\u1ebft cho GPU v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n n\u00e2ng cao.\u00a0Vi\u1ec7c nh\u1eadp d\u1eef li\u1ec7u b\u1ecb t\u1eafc ngh\u1ebdn do gi\u1edbi h\u1ea1n l\u01b0u tr\u1eef t\u1ea1o ra s\u1ef1 c\u1ea3n tr\u1edf s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh, \u0111\u1ed3ng th\u1eddi, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn n\u0103ng su\u1ea5t c\u1ee7a \u0111\u1ed9i ng\u0169 khoa h\u1ecdc d\u1eef li\u1ec7u.<\/li>\n<li>C\u1ea7n c\u00f3 s\u1ef1 linh ho\u1ea1t\u00a0\u0111\u1ec3 t\u1eadn d\u1ee5ng kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 nhi\u1ec1u giao th\u1ee9c (bao g\u1ed3m NFS, SMB, HTTP, FTP, HDFS v\u00e0 S3) cho nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p \u1ee9ng d\u1ee5ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng b\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c nhau, kh\u00f4ng ch\u1ec9 GPU cho to\u00e0n b\u1ed9 t\u1ea3i x\u1eed l\u00fd v\u00e0 kh\u00f4ng ch\u1ec9 m\u1ed9t lo\u1ea1i m\u00f4i tr\u01b0\u1eddng h\u1ecdc m\u00e1y AI duy nh\u1ea5t.<\/li>\n<\/ul>\n<h3>B\u1ed9 nh\u1edb Dell PowerScale &#8211; Ti\u1ebfp s\u1ee9c cho h\u00e0nh tr\u00ecnh AI c\u1ee7a b\u1ea1n<\/h3>\n<p>V\u1edbi kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 \u0111\u1ed9 tr\u1ec5 th\u1ea5p, th\u00f4ng l\u01b0\u1ee3ng cao v\u00e0 quy m\u00f4 I\/O song song l\u1edbn, Dell PowerScale l\u00e0 s\u1ef1 b\u1ed5 sung kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef l\u00fd t\u01b0\u1edfng cho m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c qua GPU cho c\u00e1c t\u1ea3i x\u1eed l\u00fd AI.\u00a0PowerScale cho ph\u00e9p b\u1ea1n r\u00fat ng\u1eafn hi\u1ec7u qu\u1ea3 th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u00e0o t\u1ea1o v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c m\u00f4 h\u00ecnh ph\u00e2n t\u00edch cho c\u00e1c t\u1eadp d\u1eef li\u1ec7u nhi\u1ec1u petabyte.\u00a0V\u00e0, nh\u01b0 m\u1ed9t l\u1ee3i \u00edch b\u1ed5 sung, b\u1ed9 nh\u1edb PowerScale All-Flash lo\u1ea1i b\u1ecf n\u00fat th\u1eaft c\u1ed5 chai I\/O v\u1edbi b\u0103ng th\u00f4ng l\u1edbn h\u01a1n g\u1ea5p 18 l\u1ea7n v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u00eam v\u00e0o m\u1ed9t c\u1ee5m Isilon hi\u1ec7n c\u00f3 \u0111\u1ec3 t\u0103ng t\u1ed1c v\u00e0 m\u1edf kh\u00f3a gi\u00e1 tr\u1ecb c\u1ee7a m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac \u2013 ch\u00eca kh\u00f3a \u0111\u1ec3 ph\u00e1t tri\u1ec3n ch\u00ednh x\u00e1c c\u00e1c m\u00f4 h\u00ecnh v\u00e0 s\u00e1ng ki\u1ebfn \u200b\u200bAI th\u00e0nh c\u00f4ng.<\/p>\n<p>S\u1ee9c m\u1ea1nh, t\u00ednh linh ho\u1ea1t, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 c\u00e1c t\u00ednh n\u0103ng c\u1ea5p doanh nghi\u1ec7p l\u00e0 ti\u00eau chu\u1ea9n tr\u00ean n\u1ec1n t\u1ea3ng PowerScale gi\u00fap b\u1ea1n \u0111\u00e1p \u1ee9ng nh\u1eefng th\u00e1ch th\u1ee9c c\u1ee7a AI:<\/p>\n<ul>\n<li>T\u0103ng t\u1ed1c \u0111\u1ed5i m\u1edbi\u00a0v\u1edbi hi\u1ec7u su\u1ea5t nhanh h\u01a1n \u0111\u1ebfn 2.7 l\u1ea7n\u00a0\u0111\u1ec3 \u0111\u1ea9y nhanh chu k\u1ef3 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh.<\/li>\n<li>Lo\u1ea1i b\u1ecf t\u1eafc ngh\u1ebdn I\/O c\u1ee7a AI\u00a0v\u1edbi c\u00e1c t\u00ednh n\u0103ng c\u1ea5p doanh nghi\u1ec7p, hi\u1ec7u su\u1ea5t cao, x\u1eed l\u00fd song song, v\u1edbi kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng gi\u00fap \u0111\u00e0o t\u1ea1o v\u00e0 x\u00e1c nh\u1eadn c\u00e1c m\u00f4 h\u00ecnh AI nhanh h\u01a1n, \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh c\u0169ng cao h\u01a1n, c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 t\u1ed1i \u0111a h\u00f3a ROI cho c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 m\u00e1y t\u00ednh.<\/li>\n<li>T\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh\u00a0v\u1edbi b\u1ed9 d\u1eef li\u1ec7u c\u00f3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao h\u01a1n, s\u00e2u h\u01a1n v\u1edbi dung l\u01b0\u1ee3ng l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 l\u00ean \u0111\u1ebfn 119 PBs trong m\u1ed9t c\u1ee5m duy nh\u1ea5t.<\/li>\n<li>T\u1eadn d\u1ee5ng l\u1ee3i th\u1ebf c\u1ee7a vi\u1ec7c tri\u1ec3n khai linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i kh\u00f4ng gian m\u1ea1ng\u00a0v\u1edbi c\u00e1c g\u00f3i cho ph\u00e9p b\u1ea1n b\u1eaft \u0111\u1ea7u x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef \u1edf quy m\u00f4 nh\u1ecf v\u00e0 \u0111\u1ed9c l\u1eadp \u0111\u1ec3 tri\u1ec3n khai quy m\u00f4 l\u1edbn v\u1edbi c\u00e1c t\u00f9y ch\u1ecdn b\u1ea3o m\u1eadt v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd.<\/li>\n<li>C\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t khoa h\u1ecdc d\u1eef li\u1ec7u\u00a0v\u1edbi ph\u00e2n t\u00edch t\u1ea1i ch\u1ed7 linh ho\u1ea1t v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c tr\u01b0\u1edbc \u0111\u1ec3 tri\u1ec3n khai nhanh h\u01a1n, \u00edt r\u1ee7i ro h\u01a1n.<\/li>\n<\/ul>\n<ul>\n<li>C\u00e1c thi\u1ebft k\u1ebf \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c cho AI\u00a0\u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c c\u00f4ng ngh\u1ec7 l\u00f5i t\u1ed1t nh\u1ea5t, bao g\u1ed3m T\u0103ng t\u1ed1c b\u1eb1ng GPU NVIDIA v\u00e0\u00a0c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac tham chi\u1ebfu v\u1edbi H\u1ec7 th\u1ed1ng NVIDIA DGX\u00a0.<\/li>\n<\/ul>\n<p>Dell cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p AI end-to-end, cho d\u00f9 \u1edf d\u1ea1ng POC hay to\u00e0n di\u1ec7n, v\u1edbi n\u1ec1n t\u1ea3ng PowerScale cung c\u1ea5p c\u00e1c m\u1ea3nh gh\u00e9p ki\u1ebfn \u200b\u200btr\u00fac IT.\u00a0V\u00e0 g\u1eafn k\u1ebft t\u1ea5t c\u1ea3 l\u1ea1i v\u1edbi nhau l\u00e0 h\u1ec7 \u0111i\u1ec1u h\u00e0nh PowerScale OneFS, cho ph\u00e9p t\u1ea5t c\u1ea3 c\u00e1c node ho\u1ea1t \u0111\u1ed9ng li\u1ec1n m\u1ea1ch trong c\u00f9ng m\u1ed9t c\u1ee5m \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 OneFS v\u1edbi c\u00e1c t\u00ednh n\u0103ng c\u1ea5p doanh nghi\u1ec7p v\u1ec1 qu\u1ea3n l\u00fd hi\u1ec7u su\u1ea5t, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, b\u1ea3o m\u1eadt v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u &#8211; t\u1ea5t c\u1ea3 \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c cung c\u1ea5p t\u1ea1i bi\u00ean, \u1edf v\u00f9ng l\u00f5i v\u00e0 c\u1ea3 tr\u00ean \u0111\u00e1m m\u00e2y.<\/p>\n<hr>\n<div style=\"color:#999;\">T\u00e0i tr\u1ee3 b\u1edfi &nbsp;<img decoding=\"async\" src=\"https:\/\/www.thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/10\/logo-dell.png\" alt=\"Dell Technologies\" style=\"height:24px!important;\"\/>&nbsp;&nbsp;<a href=\"https:\/\/adg.vn\/?utm_source=thegioimaychu&#038;utm_medium=blog\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/www.thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/10\/logo-adg.png\" alt=\"ADG Distribution\" style=\"height:24px!important;\"\/><\/a>&nbsp;&nbsp;<\/div>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23349\">Ch\u1ea1y \u1ea3o h\u00f3a Proxmox tr\u00ean h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef h\u1ee3p nh\u1ea5t EonStor GS c\u1ee7a Infortrend<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22613\">Ch\u01b0\u01a1ng tr\u00ecnh Khuy\u1ebfn m\u00e3i d\u00e0nh cho M\u00e1y ch\u1ee7 Dell 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&#273;&atilde; tr&#7903; th&agrave;nh m&#7897;t y&#7871;u t&#7889; t&#7841;o ra l&#7907;i th&#7871; c&#7841;nh tranh &#273;&aacute;ng k&#7875;, v&agrave; n&oacute; c&#361;ng l&agrave; m&#7897;t c&aacute;ch th&#7913;c m&#7899;i &#273;&#7875; c&ocirc;ng ph&aacute; th&#7883; tr&#432;&#7901;ng.&nbsp;M&#7897;t&nbsp;cu&#7897;c kh&#7843;o s&aacute;t g&#7847;n &#273;&acirc;y c&#7911;a Accenture&nbsp;cho th&#7845;y r&#7857;ng c&aacute;c c&ocirc;ng ty &#273;&#7841;t &#273;&#432;&#7907;c th&agrave;nh&nbsp;t&#7921;u t&#7915; AI &ndash; t&#7913;c l&agrave; nh&#7919;ng c&ocirc;ng ty n&acirc;ng cao s&#7921; tr&#432;&#7903;ng th&agrave;nh&#8230;<\/p>\n","protected":false},"author":2,"featured_media":13916,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162],"tags":[673,74,938,32],"class_list":["post-13915","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","tag-dell","tag-hpc","tag-mdfcm","tag-storage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qu\u1ea3n l\u00fd c\u00e1c nhu c\u1ea7u l\u01b0u tr\u1eef cho AI c\u1ee7a b\u1ea1n - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/quan-ly-cac-nhu-cau-luu-tru-cho-ai-cua-ban-p13915\/\" \/>\n<meta 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