{"id":25198,"date":"2025-06-10T14:16:07","date_gmt":"2025-06-10T07:16:07","guid":{"rendered":"https:\/\/histaff.vn\/?p=25198"},"modified":"2025-06-10T14:16:08","modified_gmt":"2025-06-10T07:16:08","slug":"lam-the-nao-de-giai-quyet-nhu-cau-nang-luong-khong-lo-cua-cong-nghe-ai","status":"publish","type":"post","link":"https:\/\/histaff.vn\/en_uk\/lam-the-nao-de-giai-quyet-nhu-cau-nang-luong-khong-lo-cua-cong-nghe-ai\/","title":{"rendered":"L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 gi\u1ea3i quy\u1ebft nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00f4ng ngh\u1ec7 AI?"},"content":{"rendered":"

L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 gi\u1ea3i quy\u1ebft nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00f4ng ngh\u1ec7 AI?<\/strong><\/p>\n\n\n

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Trong k\u1ef7 nguy\u00ean c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), nhu c\u1ea7u v\u1ec1 n\u0103ng l\u01b0\u1ee3ng \u0111\u1ec3 v\u1eadn h\u00e0nh c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111ang t\u0103ng v\u1ecdt, t\u1ea1o ra m\u1ed9t th\u00e1ch th\u1ee9c m\u1edbi \u0111\u1ed1i v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u0103ng l\u01b0\u1ee3ng to\u00e0n c\u1ea7u. V\u1edbi t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 s\u1ef1 \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p, vi\u1ec7c \u0111\u00e1p \u1ee9ng nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng n\u00e0y m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft c\u1ea5p b\u00e1ch.<\/p>\n\n\n\n

Nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng t\u0103ng cao t\u1eeb AI<\/strong><\/p>\n\n\n\n

Theo m\u1ed9t s\u1ed1 nghi\u00ean c\u1ee9u, nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u, n\u01a1i ch\u1ee9a c\u00e1c h\u1ec7 th\u1ed1ng AI, \u0111ang t\u0103ng l\u00ean v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t. V\u00ed d\u1ee5, trong n\u0103m 2024, c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u s\u1eed d\u1ee5ng kho\u1ea3ng 415 TWh n\u0103ng l\u01b0\u1ee3ng, chi\u1ebfm kho\u1ea3ng 1,5% t\u1ed5ng n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5 to\u00e0n c\u1ea7u, v\u00e0 d\u1ef1 ki\u1ebfn con s\u1ed1 n\u00e0y s\u1ebd ti\u1ebfp t\u1ee5c t\u0103ng nhanh trong nh\u1eefng n\u0103m t\u1edbi. C\u00f9ng v\u1edbi \u0111\u00f3, nh\u1eefng ti\u1ebfn b\u1ed9 trong AI s\u1ebd khi\u1ebfn nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng c\u1ee7a AI trong trung t\u00e2m d\u1eef li\u1ec7u \u0111\u1ea1t m\u1ee9c 68 GW v\u00e0o n\u0103m 2027 v\u00e0 th\u1eadm ch\u00ed c\u00f3 th\u1ec3 \u0111\u1ea1t t\u1edbi 945 TWh v\u00e0o n\u0103m 2030, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng g\u1ea7n 3% t\u1ed5ng n\u0103ng l\u01b0\u1ee3ng to\u00e0n c\u1ea7u.<\/p>\n\n\n\n

S\u1ef1 gia t\u0103ng n\u0103ng l\u01b0\u1ee3ng kh\u00f4ng ch\u1ec9 \u0111\u1ebfn t\u1eeb qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n AI m\u00e0 c\u00f2n t\u1eeb vi\u1ec7c v\u1eadn h\u00e0nh c\u00e1c m\u00f4 h\u00ecnh AI trong c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, nh\u01b0 ChatGPT. Ch\u1ec9 m\u1ed9t l\u1ea7n y\u00eau c\u1ea7u ChatGPT tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u00f3 th\u1ec3 ti\u00eau t\u1ed1n n\u0103ng l\u01b0\u1ee3ng g\u1ea5p 10 l\u1ea7n so v\u1edbi vi\u1ec7c th\u1ef1c hi\u1ec7n m\u1ed9t t\u00ecm ki\u1ebfm th\u00f4ng th\u01b0\u1eddng tr\u00ean Google.<\/p>\n\n\n\n

L\u1ef1a ch\u1ecdn ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng b\u1ec1n v\u1eefng cho AI<\/strong><\/p>\n\n\n\n

Tr\u01b0\u1edbc t\u00ecnh h\u00ecnh n\u00e0y, c\u00e2u h\u1ecfi \u0111\u1eb7t ra l\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o AI ph\u00e1t tri\u1ec3n m\u00e0 kh\u00f4ng g\u00e2y h\u1ea1i cho m\u00f4i tr\u01b0\u1eddng? C\u00e1c gi\u1ea3i ph\u00e1p n\u0103ng l\u01b0\u1ee3ng b\u1ec1n v\u1eefng nh\u01b0 n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o (m\u1eb7t tr\u1eddi, gi\u00f3, th\u1ee7y \u0111i\u1ec7n) \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c \u0111\u00e1p \u1ee9ng nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng c\u1ee7a AI. Tuy nhi\u00ean, n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c cung c\u1ea5p ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng \u1ed5n \u0111\u1ecbnh v\u00e0 li\u00ean t\u1ee5c, \u0111\u1eb7c bi\u1ec7t l\u00e0 v\u00e0o nh\u1eefng l\u00fac kh\u00f4ng c\u00f3 \u0111\u1ee7 \u00e1nh s\u00e1ng m\u1eb7t tr\u1eddi hay gi\u00f3.<\/p>\n\n\n\n

V\u00ec v\u1eady, nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn nh\u01b0 Microsoft, Google v\u00e0 Amazon \u0111ang xem x\u00e9t vi\u1ec7c s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng h\u1ea1t nh\u00e2n, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c l\u00f2 ph\u1ea3n \u1ee9ng h\u1ea1t nh\u00e2n nh\u1ecf (SMRs), nh\u01b0 m\u1ed9t l\u1ef1a ch\u1ecdn b\u1ec1n v\u1eefng cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u c\u1ee7a h\u1ecd. N\u0103ng l\u01b0\u1ee3ng h\u1ea1t nh\u00e2n cung c\u1ea5p ngu\u1ed3n \u0111i\u1ec7n \u1ed5n \u0111\u1ecbnh 24\/7, \u0111i\u1ec1u n\u00e0y r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c.<\/p>\n\n\n\n

V\u1ea5n \u0111\u1ec1 m\u00f4i tr\u01b0\u1eddng r\u1ed9ng h\u01a1n: T\u1eeb n\u01b0\u1edbc \u0111\u1ebfn r\u00e1c th\u1ea3i \u0111i\u1ec7n t\u1eed<\/strong><\/p>\n\n\n\n

B\u00ean c\u1ea1nh vi\u1ec7c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng, AI c\u00f2n t\u1ea1o ra m\u1ed9t t\u00e1c \u0111\u1ed9ng m\u00f4i tr\u01b0\u1eddng l\u1edbn h\u01a1n n\u1eefa. C\u00e1c trung t\u00e2m d\u1eef li\u1ec7u c\u1ea7n r\u1ea5t nhi\u1ec1u n\u01b0\u1edbc \u0111\u1ec3 l\u00e0m m\u00e1t h\u1ec7 th\u1ed1ng. Theo \u01b0\u1edbc t\u00ednh, m\u1ed9t trung t\u00e2m d\u1eef li\u1ec7u ti\u00eau th\u1ee5 kho\u1ea3ng 1,7 l\u00edt n\u01b0\u1edbc cho m\u1ed7i kilowatt-gi\u1edd (kWh) n\u0103ng l\u01b0\u1ee3ng m\u00e0 n\u00f3 s\u1eed d\u1ee5ng. V\u1edbi s\u1ef1 gia t\u0103ng s\u1ed1 l\u01b0\u1ee3ng trung t\u00e2m d\u1eef li\u1ec7u AI, nhu c\u1ea7u v\u1ec1 n\u01b0\u1edbc \u0111\u1ec3 l\u00e0m m\u00e1t c\u00f3 th\u1ec3 gia t\u0103ng \u0111\u00e1ng k\u1ec3, t\u1ea1o ra \u00e1p l\u1ef1c l\u00ean ngu\u1ed3n t\u00e0i nguy\u00ean qu\u00fd gi\u00e1 n\u00e0y.<\/p>\n\n\n\n

Ngo\u00e0i ra, v\u1edbi t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a ph\u1ea7n c\u1ee9ng AI nh\u01b0 GPU v\u00e0 TPU, vi\u1ec7c thay th\u1ebf c\u00e1c thi\u1ebft b\u1ecb c\u0169 g\u00e2y ra m\u1ed9t l\u01b0\u1ee3ng l\u1edbn r\u00e1c th\u1ea3i \u0111i\u1ec7n t\u1eed. Theo d\u1ef1 b\u00e1o, \u0111\u1ebfn n\u0103m 2030, l\u01b0\u1ee3ng r\u00e1c th\u1ea3i \u0111i\u1ec7n t\u1eed t\u1eeb c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u AI c\u00f3 th\u1ec3 l\u00ean \u0111\u1ebfn 5 tri\u1ec7u t\u1ea5n m\u1ed7i n\u0103m.<\/p>\n\n\n\n

Gi\u1ea3i ph\u00e1p: C\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng v\u00e0 s\u1eed d\u1ee5ng AI b\u1ec1n v\u1eefng<\/strong><\/p>\n\n\n\n

M\u1eb7c d\u00f9 nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 n\u0103ng l\u01b0\u1ee3ng v\u00e0 m\u00f4i tr\u01b0\u1eddng t\u1eeb AI l\u00e0 r\u1ea5t l\u1edbn, nh\u01b0ng c\u0169ng c\u00f3 m\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p ti\u1ec1m n\u0103ng. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111ang t\u00ecm ki\u1ebfm c\u00e1ch t\u1ed1i \u01b0u h\u00f3a c\u00e1c thu\u1eadt to\u00e1n AI \u0111\u1ec3 gi\u1ea3m thi\u1ec3u m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng, ch\u1eb3ng h\u1ea1n nh\u01b0 “model pruning” (c\u1eaft b\u1ecf c\u00e1c ph\u1ea7n kh\u00f4ng c\u1ea7n thi\u1ebft c\u1ee7a m\u00f4 h\u00ecnh AI), “quantisation” (s\u1eed d\u1ee5ng c\u00e1c ph\u00e9p t\u00ednh \u00edt ch\u00ednh x\u00e1c h\u01a1n \u0111\u1ec3 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng), v\u00e0 “knowledge distillation” (khi m\u1ed9t m\u00f4 h\u00ecnh AI nh\u1ecf h\u1ecdc h\u1ecfi t\u1eeb m\u1ed9t m\u00f4 h\u00ecnh AI l\u1edbn h\u01a1n).<\/p>\n\n\n\n

B\u00ean c\u1ea1nh \u0111\u00f3, c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng th\u00f4ng minh, nh\u01b0 “power capping” (gi\u1edbi h\u1ea1n l\u01b0\u1ee3ng n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5 c\u1ee7a thi\u1ebft b\u1ecb) v\u00e0 “dynamic resource allocation” (ph\u00e2n b\u1ed5 l\u1ea1i t\u00e0i nguy\u00ean t\u00ednh to\u00e1n d\u1ef1a tr\u00ean nhu c\u1ea7u th\u1ef1c t\u1ebf v\u00e0 ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o c\u00f3 s\u1eb5n). C\u00e1c ph\u1ea7n m\u1ec1m “AI-aware” c\u00f3 th\u1ec3 gi\u00fap chuy\u1ec3n c\u00e1c c\u00f4ng vi\u1ec7c AI \u00edt quan tr\u1ecdng h\u01a1n sang nh\u1eefng th\u1eddi \u0111i\u1ec3m c\u00f3 n\u0103ng l\u01b0\u1ee3ng s\u1ea1ch ho\u1eb7c khi nhu c\u1ea7u tr\u00ean l\u01b0\u1edbi \u0111i\u1ec7n th\u1ea5p.<\/p>\n\n\n\n

T\u01b0\u01a1ng lai c\u1ee7a AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng b\u1ec1n v\u1eefng<\/strong><\/p>\n\n\n\n

AI c\u00f3 ti\u1ec1m n\u0103ng v\u00f4 h\u1ea1n, nh\u01b0ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o s\u1ef1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng, ch\u00fang ta c\u1ea7n t\u1eadp trung v\u00e0o vi\u1ec7c gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng m\u00f4i tr\u01b0\u1eddng c\u1ee7a n\u00f3. C\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u01b0 AI tr\u00ean thi\u1ebft b\u1ecb (on-device AI) c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m b\u1edbt s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u l\u1edbn v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng. Th\u00eam v\u00e0o \u0111\u00f3, vi\u1ec7c c\u1ea3i thi\u1ec7n c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 quy \u0111\u1ecbnh v\u1ec1 n\u0103ng l\u01b0\u1ee3ng v\u00e0 m\u00f4i tr\u01b0\u1eddng s\u1ebd l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 th\u00fac \u0111\u1ea9y AI ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

K\u1ebft lu\u1eadn<\/strong><\/p>\n\n\n\n

AI \u0111ang thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta l\u00e0m vi\u1ec7c v\u00e0 sinh s\u1ed1ng, nh\u01b0ng n\u1ebfu kh\u00f4ng gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 n\u0103ng l\u01b0\u1ee3ng v\u00e0 m\u00f4i tr\u01b0\u1eddng, ch\u00fang ta c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i nh\u1eefng h\u1eadu qu\u1ea3 kh\u00f4ng th\u1ec3 l\u01b0\u1eddng tr\u01b0\u1edbc. Vi\u1ec7c t\u00ecm ki\u1ebfm c\u00e1c gi\u1ea3i ph\u00e1p n\u0103ng l\u01b0\u1ee3ng b\u1ec1n v\u1eefng, t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI, v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng ngh\u1ec7 th\u00e2n thi\u1ec7n v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 AI c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n l\u00e2u d\u00e0i m\u00e0 kh\u00f4ng g\u00e2y h\u1ea1i cho h\u00e0nh tinh.<\/p>","protected":false},"excerpt":{"rendered":"

Trong k\u1ef7 nguy\u00ean c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), nhu c\u1ea7u v\u1ec1 n\u0103ng l\u01b0\u1ee3ng \u0111\u1ec3 v\u1eadn h\u00e0nh c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111ang t\u0103ng v\u1ecdt, t\u1ea1o ra m\u1ed9t th\u00e1ch th\u1ee9c m\u1edbi \u0111\u1ed1i v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u0103ng l\u01b0\u1ee3ng to\u00e0n c\u1ea7u<\/p>","protected":false},"author":3,"featured_media":25199,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-25198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc"],"yoast_head":"\nL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 gi\u1ea3i quy\u1ebft nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00f4ng ngh\u1ec7 AI? - HiStaff<\/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:\/\/histaff.vn\/en_uk\/lam-the-nao-de-giai-quyet-nhu-cau-nang-luong-khong-lo-cua-cong-nghe-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 gi\u1ea3i quy\u1ebft nhu c\u1ea7u n\u0103ng l\u01b0\u1ee3ng kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00f4ng ngh\u1ec7 AI? 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