{"id":16051,"date":"2023-06-03T11:10:50","date_gmt":"2023-06-03T04:10:50","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=16051"},"modified":"2023-06-03T11:16:14","modified_gmt":"2023-06-03T04:16:14","slug":"nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\/","title":{"rendered":"NVIDIA Spectrum-X: T\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd hi\u1ec7u su\u1ea5t AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng trong Trung t\u00e2m D\u1eef li\u1ec7u"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>N\u1ec1n t\u1ea3ng m\u1ea1ng NVIDIA Spectrum\u2122-X l\u00e0 n\u1ec1n t\u1ea3ng Ethernet \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a \u0111\u00e1m m\u00e2y <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> d\u1ef1a tr\u00ean Ethernet. C\u00f4ng ngh\u1ec7 \u0111\u1ed9t ph\u00e1 n\u00e0y \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed5ng th\u1ec3 c\u1ee7a AI t\u1ed1t h\u01a1n 1.7 l\u1ea7n v\u00e0 hi\u1ec7u su\u1ea5t n\u0103ng l\u01b0\u1ee3ng t\u1ed1t h\u01a1n, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p hi\u1ec7u su\u1ea5t nh\u1ea5t qu\u00e1n v\u00e0 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c trong m\u00f4i tr\u01b0\u1eddng \u0111a kh\u00e1ch h\u00e0ng.<\/p>\n<p>Spectrum-X \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 m\u1ea1ng d\u1ef1a tr\u00ean s\u1ef1 k\u1ebft h\u1ee3p ch\u1eb7t ch\u1ebd c\u1ee7a switch Ethernet NVIDIA Spectrum\u2122-4 c\u00f9ng v\u1edbi \u0111\u01a1n v\u1ecb x\u1eed l\u00fd d\u1eef li\u1ec7u NVIDIA\u00ae <a class=\"iblink\" href=\"\/blog\/tag\/bluefield\/\">BlueField<\/a>\u00ae-3 (DPU). Vi\u1ec7c cung c\u1ea5p kh\u1ea3 n\u0103ng AI t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i gi\u00fap gi\u1ea3m th\u1eddi gian ch\u1ea1y c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> s\u00e1ng t\u1ea1o d\u1ef1a tr\u00ean transformer v\u00e0 cho ph\u00e9p k\u1ef9 s\u01b0 m\u1ea1ng, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u AI v\u00e0 nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y nh\u1eadn \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh nhanh h\u01a1n.<\/p>\n<p>D\u1ec5 d\u00e0ng tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1ea1nh m\u1ebd v\u1edbi n\u1ec1n t\u1ea3ng m\u1ea1ng NVIDIA Spectrum-X\u2122. Spectrum-X mang \u0111\u1ebfn hi\u1ec7u su\u1ea5t cao nh\u1ea5t cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, h\u1ecdc m\u00e1y v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, c\u0169ng nh\u01b0 \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p.<\/p>\n<p><iframe loading=\"lazy\" title=\"NVIDIA Spectrum-X Platform | World\u2019s first Ethernet fabric built for AI\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/nKqfi3q4S5I?start=1&amp;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h3>The Challenge of Traditional Ethernet With AI<\/h3>\n<p>C\u00e1c \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1eed d\u1ee5ng Ethernet truy\u1ec1n th\u1ed1ng cho h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n ch\u1ec9 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ed9t ph\u1ea7n nh\u1ecf hi\u1ec7u su\u1ea5t MLPerf so v\u1edbi nh\u1eefng g\u00ec h\u1ecd c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1edbi m\u1ea1ng t\u1ed1i \u01b0u h\u00f3a. Trong m\u00f4i tr\u01b0\u1eddng \u0111a kh\u00e1ch h\u00e0ng, n\u01a1i nhi\u1ec1u nhi\u1ec7m v\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ch\u1ea1y \u0111\u1ed3ng th\u1eddi, vi\u1ec7c c\u00f4 l\u1eadp hi\u1ec7u su\u1ea5t l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 ng\u0103n ch\u1eb7n s\u1ef1 suy gi\u1ea3m hi\u1ec7u su\u1ea5t ti\u1ebfp theo. N\u1ebfu x\u1ea3y ra l\u1ed7i li\u00ean k\u1ebft, h\u1ea1 t\u1ea7ng Ethernet truy\u1ec1n th\u1ed1ng c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m hi\u1ec7u su\u1ea5t AI c\u1ee7a c\u1ee5m m\u00e1y t\u00ednh \u0111i\u1ec1u khi\u1ec3n \u0111i\u1ec1u n\u00e0y l\u00ean t\u1edbi m\u1ed9t n\u1eeda.<\/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>\u0110i\u1ec1u n\u00e0y l\u00e0 do Ethernet truy\u1ec1n th\u1ed1ng ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho quy tr\u00ecnh l\u00e0m vi\u1ec7c h\u00e0ng ng\u00e0y trong doanh nghi\u1ec7p v\u00e0 kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 hi\u1ec7u su\u1ea5t cao ph\u1ee5 thu\u1ed9c v\u00e0o NVIDIA Collective Communications Library (NCCL).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1692\" height=\"562\" class=\"alignnone wp-image-16063 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4.png 1692w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4-300x100.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4-768x255.png 768w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4-1024x340.png 1024w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-4-40x13.png 40w\" sizes=\"auto, (max-width: 1692px) 100vw, 1692px\" \/><\/p>\n<p>C\u00e1c v\u1ea5n \u0111\u1ec1 hi\u1ec7u su\u1ea5t n\u00e0y l\u00e0 do nh\u1eefng y\u1ebfu t\u1ed1 t\u1ef1 nhi\u00ean c\u1ee7a Ethernet truy\u1ec1n th\u1ed1ng:<\/p>\n<ul>\n<li><span data-mention=\"\u0110\u1ed9 tr\u1ec5 switch cao, ph\u1ed5 bi\u1ebfn tr\u00ean ASIC h\u00e0ng ho\u00e1\">\u0110\u1ed9 tr\u1ec5 switch cao, ph\u1ed5 bi\u1ebfn tr\u00ean ASIC h\u00e0ng ho\u00e1<\/span><\/li>\n<li><span data-mention=\"Ki\u1ebfn tr\u00fac switch v\u1edbi b\u1ed9 \u0111\u1ec7m ph\u00e2n chia, c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 kh\u00f4ng c\u00f4ng b\u1eb1ng v\u1ec1 b\u0103ng th\u00f4ng\">Ki\u1ebfn tr\u00fac switch v\u1edbi b\u1ed9 \u0111\u1ec7m ph\u00e2n chia, c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn s\u1ef1 kh\u00f4ng c\u00f4ng b\u1eb1ng v\u1ec1 b\u0103ng th\u00f4ng<\/span><\/li>\n<li><span data-mention=\"C\u00e2n b\u1eb1ng t\u1ea3i kh\u00f4ng t\u1ed1i \u01b0u cho c\u00e1c lu\u1ed3ng l\u1edbn \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\">C\u00e2n b\u1eb1ng t\u1ea3i kh\u00f4ng t\u1ed1i \u01b0u cho c\u00e1c lu\u1ed3ng l\u1edbn \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/span><\/li>\n<li><span data-mention=\"C\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f4 l\u1eadp hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u \u1ee9ng h\u00e0ng x\u00f3m \u1ed3n \u00e0o\">C\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f4 l\u1eadp hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u \u1ee9ng h\u00e0ng x\u00f3m \u1ed3n \u00e0o<\/span><\/li>\n<li>N\u1ec1n t\u1ea3ng m\u1ea1ng Spectrum-X, d\u1ef1a tr\u00ean Spectrum-4 v\u00e0 BlueField-3, gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y v\u1edbi Ethernet truy\u1ec1n th\u1ed1ng.<\/li>\n<\/ul>\n<h3>Key Features and Benefits<\/h3>\n<ul>\n<li>C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: Spectrum-X t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00ean t\u1edbi 1.7 l\u1ea7n v\u00e0 h\u01a1n th\u1ebf n\u1eefa, t\u0103ng t\u1ed1c x\u1eed l\u00fd, ph\u00e2n t\u00edch v\u00e0 th\u1ef1c thi c\u00e1c c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1eeb \u0111\u00f3, ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n<li>K\u1ebft n\u1ed1i Ethernet ti\u00eau chu\u1ea9n: Spectrum-X \u0111\u01b0\u1ee3c \u0111\u1ed9ng l\u1ef1c b\u1edfi s\u1ef1 \u0111\u1ed5i m\u1edbi c\u1ee7a NVIDIA, ho\u00e0n to\u00e0n tu\u00e2n theo ti\u00eau chu\u1ea9n Ethernet v\u00e0 ho\u00e0n to\u00e0n t\u01b0\u01a1ng t\u00edch v\u1edbi c\u00e1c ng\u0103n x\u1ebfp d\u1ef1a tr\u00ean Ethernet.<\/li>\n<li>T\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng: B\u1eb1ng c\u00e1ch c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t, Spectrum-X g\u00f3p ph\u1ea7n v\u00e0o m\u1ed9t m\u00f4i tr\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng gi\u1ea3m v\u00e0 gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh cho c\u00e1c c\u1ee5m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1616\" height=\"579\" class=\"alignnone wp-image-16057 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du.png 1616w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-300x107.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-768x275.png 768w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-1024x367.png 1024w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-40x14.png 40w\" sizes=\"auto, (max-width: 1616px) 100vw, 1616px\" \/><\/p>\n<ul>\n<li>N\u00e2ng cao hi\u1ec7u su\u1ea5t \u0111a kh\u00e1ch h\u00e0ng: C\u00f4 l\u1eadp hi\u1ec7u su\u1ea5t trong m\u00f4i tr\u01b0\u1eddng \u0111a kh\u00e1ch h\u00e0ng \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00f4ng vi\u1ec7c c\u1ee7a m\u1ed7i kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n t\u1ed1i \u01b0u v\u00e0 nh\u1ea5t qu\u00e1n, d\u1eabn \u0111\u1ebfn s\u1ef1 h\u00e0i l\u00f2ng cao h\u01a1n c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5.<\/li>\n<li>Qu\u1ea3n l\u00fd d\u1ec5 d\u00e0ng h\u01a1n: Qu\u00e1 tr\u00ecnh c\u1ea5u h\u00ecnh t\u1ef1 \u0111\u1ed9ng t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i c\u1ee7a c\u00e1c ch\u1ee9c n\u0103ng m\u1ea1ng ti\u00ean ti\u1ebfn \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh ho\u00e0n to\u00e0n cho c\u00e1c c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n<li>T\u00ednh \u0111\u00e1ng tin c\u1eady cao: V\u1edbi t\u00ednh \u0111\u00e1ng tin c\u1eady cao, c\u00e1c v\u1ea5n \u0111\u1ec1 hi\u1ec7u su\u1ea5t li\u00ean quan \u0111\u1ebfn m\u1ea5t k\u1ebft n\u1ed1i s\u1ebd \u0111\u01b0\u1ee3c lo\u1ea1i b\u1ecf, gi\u1edbi h\u1ea1n m\u1ea5t b\u0103ng th\u00f4ng ch\u1ec9 x\u1ea3y ra tr\u00ean k\u1ebft n\u1ed1i \u0111\u00f3.<\/li>\n<li>H\u1ea1 t\u1ea7ng an to\u00e0n: S\u1eed d\u1ee5ng BlueField-3, Spectrum-X t\u0103ng c\u01b0\u1eddng t\u00ednh n\u0103ng m\u00e3 h\u00f3a v\u00e0 t\u00ednh n\u0103ng ki\u1ec3m tra g\u00f3i tin s\u00e2u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an ninh v\u00e0 c\u00f4 l\u1eadp c\u1ee7a m\u1eb7t \u0111i\u1ec1u khi\u1ec3n.<\/li>\n<\/ul>\n<h3>Increased Power Efficiency<\/h3>\n<p>Vi\u1ec7c gi\u1edbi h\u1ea1n c\u00f4ng su\u1ea5t \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t th\u1ef1c ti\u1ec5n ph\u1ed5 bi\u1ebfn trong c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u do nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 t\u00e0i nguy\u00ean t\u00ednh to\u00e1n v\u00e0 s\u1ef1 c\u1ea7n thi\u1ebft \u0111\u1ec3 ki\u1ec3m so\u00e1t chi ph\u00ed n\u0103ng l\u01b0\u1ee3ng. Nh\u00ecn chung, vi\u1ec7c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t AI tr\u00ean m\u1ed7i watt l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n t\u1ed1t h\u01a1n v\u00e0 cung c\u1ea5p th\u00f4ng tin nhanh h\u01a1n, \u0111\u1ed3ng th\u1eddi v\u1eabn n\u1eb1m trong ng\u00e2n s\u00e1ch n\u0103ng l\u01b0\u1ee3ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/tgmc-blog-647abe90a7fc9.jpg\" alt=\"The Spectrum Ethernet Platform | NVIDIA\" \/><\/p>\n<p>\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 h\u1ecdc s\u00e2u, n\u01a1i m\u00f4 h\u00ecnh hu\u1ea5n luy\u1ec7n c\u00f3 th\u1ec3 \u0111\u00f2i h\u1ecfi t\u00ednh to\u00e1n m\u1ea1nh m\u1ebd v\u00e0 ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng l\u1edbn. Ngo\u00e0i nh\u1eefng l\u1ee3i \u00edch v\u1ec1 hi\u1ec7u su\u1ea5t thu\u1ea7n t\u00fay, Spectrum-X v\u01b0\u1ee3t tr\u1ed9i h\u01a1n so v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c gi\u1ea3i ph\u00e1p Ethernet kh\u00e1c, mang l\u1ea1i hi\u1ec7u su\u1ea5t n\u0103ng l\u01b0\u1ee3ng t\u1ed1t h\u01a1n 1.7 l\u1ea7n (hi\u1ec7u su\u1ea5t tr\u00ean m\u1ed7i watt).<\/p>\n<h3><span data-mention=\"M\u1ea1ng l\u01b0\u1edbi t\u1ed1i \u01b0u h\u00f3a NCCL\">M\u1ea1ng l\u01b0\u1edbi t\u1ed1i \u01b0u h\u00f3a NCCL<\/span><\/h3>\n<p><span data-mention=\"C\u00e1c c\u00f4ng t\u1eafc Spectrum-4 v\u00e0 BlueField-3 DPU l\u00e0m vi\u1ec7c ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd \u0111\u1ec3 k\u1ebft h\u1ee3p v\u1edbi gi\u1ea5y ph\u00e9p Spectrum-X. C\u00f9ng nhau, ch\u00fang t\u1ea1o th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng m\u1ea1ng l\u01b0\u1edbi t\u1ed1i \u01b0u h\u00f3a NCCL \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t c\u1ee5m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o b\u1eb1ng m\u1ed9t b\u1ed9 s\u00e1ng ki\u1ebfn t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i:\">C\u00e1c c\u00f4ng t\u1eafc Spectrum-4 v\u00e0 BlueField-3 DPU l\u00e0m vi\u1ec7c ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd \u0111\u1ec3 k\u1ebft h\u1ee3p v\u1edbi gi\u1ea5y ph\u00e9p Spectrum-X. C\u00f9ng nhau, ch\u00fang t\u1ea1o th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng m\u1ea1ng l\u01b0\u1edbi t\u1ed1i \u01b0u h\u00f3a NCCL \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t c\u1ee5m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o b\u1eb1ng m\u1ed9t b\u1ed9 s\u00e1ng ki\u1ebfn t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i:<\/span><\/p>\n<ul>\n<li><span data-mention=\"\u0110\u1ecbnh tuy\u1ebfn linh ho\u1ea1t RoCE tr\u00e1nh t\u1eafc ngh\u1ebdn b\u1eb1ng c\u00e1ch \u0111\u1ecbnh tuy\u1ebfn \u0111\u1ed9ng c\u00e1c lu\u1ed3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u1edbn ra xa \u0111i\u1ec3m t\u1eafc ngh\u1ebdn. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y c\u1ea3i thi\u1ec7n vi\u1ec7c t\u1eadn d\u1ee5ng t\u00e0i nguy\u00ean m\u1ea1ng, hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng leaf\/spine v\u00e0 hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c. C\u00f4ng t\u1eafc Spectrum-4 s\u1eed d\u1ee5ng c\u00e2n b\u1eb1ng t\u1ea3i chi ti\u1ebft, \u0111\u1ecbnh tuy\u1ebfn l\u1ea1i c\u00e1c lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 lo\u1ea1i b\u1ecf t\u1eafc ngh\u1ebdn. Ngo\u00e0i ra, BlueField-3 DPU l\u00e0m vi\u1ec7c c\u00f9ng nhau \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c g\u00f3i tin kh\u00f4ng theo th\u1ee9 t\u1ef1, \u0111\u1eb7t c\u00e1c g\u00f3i tin theo th\u1ee9 t\u1ef1 ch\u00ednh x\u00e1c trong b\u1ed9 nh\u1edb \u0111\u00edch. \u0110\u1ecbnh tuy\u1ebfn linh ho\u1ea1t RoCE h\u1ed7 tr\u1ee3 c\u00e1c h\u1ed3 s\u01a1 cho vi\u1ec7c cung c\u1ea5p v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a hi\u1ec7u qu\u1ea3.\">\u0110\u1ecbnh tuy\u1ebfn linh ho\u1ea1t RoCE tr\u00e1nh t\u1eafc ngh\u1ebdn b\u1eb1ng c\u00e1ch \u0111\u1ecbnh tuy\u1ebfn \u0111\u1ed9ng c\u00e1c lu\u1ed3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u1edbn ra xa \u0111i\u1ec3m t\u1eafc ngh\u1ebdn. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y c\u1ea3i thi\u1ec7n vi\u1ec7c t\u1eadn d\u1ee5ng t\u00e0i nguy\u00ean m\u1ea1ng, hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ec7 th\u1ed1ng leaf\/spine v\u00e0 hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c. C\u00f4ng t\u1eafc Spectrum-4 s\u1eed d\u1ee5ng c\u00e2n b\u1eb1ng t\u1ea3i chi ti\u1ebft, \u0111\u1ecbnh tuy\u1ebfn l\u1ea1i c\u00e1c lu\u1ed3ng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 lo\u1ea1i b\u1ecf t\u1eafc ngh\u1ebdn. Ngo\u00e0i ra, BlueField-3 DPU l\u00e0m vi\u1ec7c c\u00f9ng nhau \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c g\u00f3i tin kh\u00f4ng theo th\u1ee9 t\u1ef1, \u0111\u1eb7t c\u00e1c g\u00f3i tin theo th\u1ee9 t\u1ef1 ch\u00ednh x\u00e1c trong b\u1ed9 nh\u1edb \u0111\u00edch. \u0110\u1ecbnh tuy\u1ebfn linh ho\u1ea1t RoCE h\u1ed7 tr\u1ee3 c\u00e1c h\u1ed3 s\u01a1 cho vi\u1ec7c cung c\u1ea5p v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a hi\u1ec7u qu\u1ea3.<\/span><\/li>\n<li><span data-mention=\"Ki\u1ec3m so\u00e1t t\u1eafc ngh\u1ebdn RoCE thu th\u1eadp d\u1eef li\u1ec7u hi\u1ec7u su\u1ea5t m\u1ea1ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng vi\u1ec5n th\u00f4ng m\u1ea1ng trong d\u1ea3i t\u1ea7n. BlueField-3 DPU s\u1eed d\u1ee5ng d\u1eef li\u1ec7u vi\u1ec5n th\u00f4ng c\u00f4ng t\u1eafc \u0111\u00e3 thu th\u1eadp \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a t\u1ed1c \u0111\u1ed9 d\u1eef li\u1ec7u m\u1ea1ng. C\u00e1c thu\u1eadt to\u00e1n <a class=\"iblink\" href=\"\/blog\/tag\/bluefield\/\">BlueField<\/a> s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u \u0111\u1ec3 \u0111o \u0111\u1ea1c d\u1eef li\u1ec7u, t\u1ed1i \u01b0u h\u00f3a c\u00e0i \u0111\u1eb7t cho c\u00e1c h\u1ec7 th\u1ed1ng \u0111a nhi\u1ec7m, \u0111a kh\u00e1ch h\u00e0ng.\">Ki\u1ec3m so\u00e1t t\u1eafc ngh\u1ebdn RoCE thu th\u1eadp d\u1eef li\u1ec7u hi\u1ec7u su\u1ea5t m\u1ea1ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng vi\u1ec5n th\u00f4ng m\u1ea1ng trong d\u1ea3i t\u1ea7n. BlueField-3 DPU s\u1eed d\u1ee5ng d\u1eef li\u1ec7u vi\u1ec5n th\u00f4ng c\u00f4ng t\u1eafc \u0111\u00e3 thu th\u1eadp \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a t\u1ed1c \u0111\u1ed9 d\u1eef li\u1ec7u m\u1ea1ng. C\u00e1c thu\u1eadt to\u00e1n BlueField s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u \u0111\u1ec3 \u0111o \u0111\u1ea1c d\u1eef li\u1ec7u, t\u1ed1i \u01b0u h\u00f3a c\u00e0i \u0111\u1eb7t cho c\u00e1c h\u1ec7 th\u1ed1ng \u0111a nhi\u1ec7m, \u0111a kh\u00e1ch h\u00e0ng.<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.nvidia.com\/content\/nvidiaGDC\/us\/en_US\/networking\/spectrumx\/_jcr_content\/root\/responsivegrid\/nv_container_1259089194\/nv_container_3332664\/nv_image.coreimg.100.850.jpeg\/1685371372408\/accelerated-ethernet-for-hyperscale-ari.jpeg\" alt=\"Accelerated Ethernet for Hyperscale\" \/><\/p>\n<ul>\n<li><span data-mention=\"T\u1ea7m nh\u00ecn t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i v\u1edbi NVIDIA NetQ theo d\u00f5i hi\u1ec7u su\u1ea5t theo lu\u1ed3ng t\u1eeb GPU \u0111\u1ebfn DPU v\u00e0 \u00e1nh x\u1ea1 qu\u1ef9 \u0111\u1ea1o v\u00e0 h\u00e0nh vi t\u1eebng b\u01b0\u1edbc qua c\u1ed5ng switch v\u00e0 h\u00e0ng \u0111\u1ee3i RoCE.\">T\u1ea7m nh\u00ecn t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i v\u1edbi NVIDIA NetQ theo d\u00f5i hi\u1ec7u su\u1ea5t theo lu\u1ed3ng t\u1eeb GPU \u0111\u1ebfn DPU v\u00e0 \u00e1nh x\u1ea1 qu\u1ef9 \u0111\u1ea1o v\u00e0 h\u00e0nh vi t\u1eebng b\u01b0\u1edbc qua c\u1ed5ng switch v\u00e0 h\u00e0ng \u0111\u1ee3i RoCE.<\/span><\/li>\n<li><span data-mention=\"T\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7 d\u1ea3i s\u1ea3n ph\u1ea9m NVIDIA bao g\u1ed3m NVIDIA NetQ, NCCL, Nsight, GPU H100 Tensor Core, BlueField-3 v\u00e0 Spectrum-4 - t\u1ea5t c\u1ea3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh b\u1eb1ng NVIDIA Bright Cluster Manager \u0111\u1ec3 tri\u1ec3n khai \u0111\u01a1n gi\u1ea3n v\u00e0 s\u1eb5n s\u00e0ng cho ho\u1ea1t \u0111\u1ed9ng v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian tri\u1ec3n khai AI.\">T\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7 d\u1ea3i s\u1ea3n ph\u1ea9m NVIDIA bao g\u1ed3m NVIDIA NetQ, NCCL, Nsight, GPU H100 Tensor Core, BlueField-3 v\u00e0 Spectrum-4 &#8211; t\u1ea5t c\u1ea3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh b\u1eb1ng NVIDIA Bright Cluster Manager \u0111\u1ec3 tri\u1ec3n khai \u0111\u01a1n gi\u1ea3n v\u00e0 s\u1eb5n s\u00e0ng cho ho\u1ea1t \u0111\u1ed9ng v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian tri\u1ec3n khai AI.<\/span><\/li>\n<li><span data-mention=\"\u0110\u1ed9 tr\u1ec5 r\u1ea5t th\u1ea5p quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y \u0111\u00f2i h\u1ecfi x\u1eed l\u00fd th\u1eddi gian th\u1ef1c. C\u00f4ng t\u1eafc Spectrum-4 cung c\u1ea5p c\u00f4ng ngh\u1ec7 chuy\u1ec3n m\u1ea1ch 200\/400GbE c\u00f3 \u0111\u1ed9 tr\u1ec5 th\u1ea5p nh\u1ea5t trong ng\u00e0nh, \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tr\u1ec5 v\u00e0 dao \u0111\u1ed9ng c\u1ef1c th\u1ea5p cho 256 c\u1ed5ng.\">\u0110\u1ed9 tr\u1ec5 r\u1ea5t th\u1ea5p quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y \u0111\u00f2i h\u1ecfi x\u1eed l\u00fd th\u1eddi gian th\u1ef1c. C\u00f4ng t\u1eafc Spectrum-4 cung c\u1ea5p c\u00f4ng ngh\u1ec7 chuy\u1ec3n m\u1ea1ch 200\/400GbE c\u00f3 \u0111\u1ed9 tr\u1ec5 th\u1ea5p nh\u1ea5t trong ng\u00e0nh, \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 tr\u1ec5 v\u00e0 dao \u0111\u1ed9ng c\u1ef1c th\u1ea5p cho 256 c\u1ed5ng.<\/span><\/li>\n<li><span data-mention=\"Ng\u01b0\u1ee1ng h\u00e0nh vi c\u00f4ng t\u1eafc t\u1ed1i \u01b0u h\u00f3a NCCL cho ph\u00e9p t\u1ed1i \u01b0u h\u00f3a ng\u01b0\u1ee1ng b\u1ed9 \u0111\u1ec7m v\u00e0 t\u1eafc ngh\u1ebdn cho c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng t\u1ed5ng h\u1ee3p \u0111\u01b0\u1ee3c \u0111\u1ed3ng b\u1ed9, gi\u1ea3m kh\u1ea3 n\u0103ng t\u1eafc ngh\u1ebdn v\u00e0 m\u1ea5t g\u00f3i tin.\">Ng\u01b0\u1ee1ng h\u00e0nh vi c\u00f4ng t\u1eafc t\u1ed1i \u01b0u h\u00f3a NCCL cho ph\u00e9p t\u1ed1i \u01b0u h\u00f3a ng\u01b0\u1ee1ng b\u1ed9 \u0111\u1ec7m v\u00e0 t\u1eafc ngh\u1ebdn cho c\u00f4ng vi\u1ec7c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng t\u1ed5ng h\u1ee3p \u0111\u01b0\u1ee3c \u0111\u1ed3ng b\u1ed9, gi\u1ea3m kh\u1ea3 n\u0103ng t\u1eafc ngh\u1ebdn v\u00e0 m\u1ea5t g\u00f3i tin.<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.nvidia.com\/content\/nvidiaGDC\/us\/en_US\/networking\/spectrumx\/_jcr_content\/root\/responsivegrid\/nv_container_935697620\/nv_container_3332664\/nv_image.coreimg.svg\/1685371372667\/full-stack-diagram.svg\" alt=\"Full-Stack Optimization\" \/><\/p>\n<p><span data-mention=\"Spectrum-X cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 cho c\u00e1c t\u1ed5 ch\u1ee9c x\u00e2y d\u1ef1ng c\u00e1c \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u1ef1a tr\u00ean Ethernet. Spectrum-X n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng c\u1ee7a c\u00e1c \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c nhau, mang l\u1ea1i t\u00ednh d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u1ed3ng nh\u1ea5t cao h\u01a1n. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng nhanh h\u01a1n v\u00e0 t\u1ea1o l\u1ee3i th\u1ebf c\u1ea1nh tranh m\u1ea1nh m\u1ebd.\">Spectrum-X cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 cho c\u00e1c t\u1ed5 ch\u1ee9c x\u00e2y d\u1ef1ng c\u00e1c \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o d\u1ef1a tr\u00ean Ethernet. Spectrum-X n\u00e2ng cao hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng c\u1ee7a c\u00e1c \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c nhau, mang l\u1ea1i t\u00ednh d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u1ed3ng nh\u1ea5t cao h\u01a1n. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m th\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng nhanh h\u01a1n v\u00e0 t\u1ea1o l\u1ee3i th\u1ebf c\u1ea1nh tranh m\u1ea1nh m\u1ebd.<\/span><\/p>\n<h3>Improved AI Cloud Performance<\/h3>\n<p>NVIDIA Spectrum-X t\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng l\u00ean t\u1edbi 1.7 l\u1ea7n, gi\u00fap t\u0103ng t\u1ed1c x\u1eed l\u00fd, ph\u00e2n t\u00edch v\u00e0 th\u1ef1c thi c\u00e1c c\u00f4ng vi\u1ec7c AI v\u00e0 t\u1eeb \u0111\u00f3, ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p AI.<\/p>\n<p>Ethernet t\u0103ng t\u1ed1c cho quy m\u00f4 c\u1ef1c l\u1edbn \u0110\u01b0\u1ee3c \u0111\u1ed9ng l\u1ef1c b\u1edfi nh\u1eefng \u0111\u1ed5i m\u1edbi v\u1ec1 m\u1ea1ng c\u1ee7a NVIDIA, Spectrum-X ho\u00e0n to\u00e0n tu\u00e2n theo c\u00e1c ti\u00eau chu\u1ea9n Ethernet v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c ng\u0103n x\u1ebfp Ethernet m\u1edf (SONiC, Linux Switch) tr\u00ean quy m\u00f4 \u0111\u00e1m m\u00e2y.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.nvidia.com\/content\/nvidiaGDC\/us\/en_US\/networking\/spectrumx\/_jcr_content\/root\/responsivegrid\/nv_container_502498995\/nv_container_3332664\/nv_container_939768925\/nv_image.coreimg.svg\/1685371372228\/adaptive-routing-performance.svg\" alt=\"Enhances performance and power efficiency by 1.7X\" \/><\/p>\n<p>T\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp Spectrum-X \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh v\u00e0 x\u00e1c minh tr\u00ean to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m c\u1ee7a NVIDIA, t\u1ea1o ra m\u1ed9t gi\u1ea3i ph\u00e1p Ethernet kh\u00f4ng th\u1ec3 so s\u00e1nh cho \u0111\u00e1m m\u00e2y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n<h3>N\u1ec1n t\u1ea3ng M\u1ea1ng l\u01b0\u1edbi NVIDIA Spectrum-X<\/h3>\n<p>N\u1ec1n t\u1ea3ng m\u1ea1ng l\u01b0\u1edbi Spectrum-X bao g\u1ed3m c\u00e1c th\u00e0nh ph\u1ea7n sau \u0111\u00e2y.<\/p>\n<ol>\n<li>C\u00f4ng t\u1eafc Ethernet Spectrum-4 cho c\u00e1c thi\u1ebft k\u1ebf smart-leaf, spine v\u00e0 super-spine cung c\u1ea5p 64 c\u1ed5ng 800GbE trong m\u1ed9t k\u00edch th\u01b0\u1edbc 2U d\u00e0y \u0111\u1eb7c, \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c tri\u1ec3n khai NVIDIA Spectrum-X. C\u00f4ng t\u1eafc SN5600 h\u1ed7 tr\u1ee3 c\u1ea3 thi\u1ebft k\u1ebf leaf v\u00e0 spine ti\u00eau chu\u1ea9n v\u1edbi c\u00e1c c\u00f4ng t\u1eafc top-of-rack v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u1ea7u h\u00e0ng cu\u1ed1i \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a. C\u00f4ng t\u1eafc SN5600 cung c\u1ea5p k\u1ebft n\u1ed1i \u0111a d\u1ea1ng trong c\u00e1c k\u1ebft h\u1ee3p 10-800GbE v\u00e0 c\u00f3 t\u1ed5ng th\u00f4ng l\u01b0\u1ee3ng h\u00e0ng \u0111\u1ea7u ng\u00e0nh l\u00e0 51,2 terabit m\u1ed7i gi\u00e2y (Tb\/s).<\/li>\n<li>BlueField-3 DPU cung c\u1ea5p t\u00ednh to\u00e1n hi\u1ec7u n\u0103ng cao ho\u1ea1t \u0111\u1ed9ng \u1edf 400 gigabit m\u1ed7i gi\u00e2y (Gb\/s) v\u1edbi x\u1eed l\u00fd t\u1ed1c \u0111\u1ed9 d\u00e2y tr\u1ea1m c\u1ee7a m\u1ea1ng l\u01b0\u1edbi \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a b\u1eb1ng ph\u1ea7n m\u1ec1m, l\u01b0u tr\u1eef v\u00e0 an ninh m\u1ea1ng. BlueField-3 k\u1ebft h\u1ee3p kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n m\u1ea1nh m\u1ebd, m\u1ea1ng l\u01b0\u1edbi t\u1ed1c \u0111\u1ed9 cao v\u00e0 t\u00ednh linh ho\u1ea1t l\u1edbn \u0111\u1ec3 cung c\u1ea5p cho Spectrum-X v\u1edbi RoCE t\u0103ng t\u1ed1c, c\u00f9ng v\u1edbi \u0111a ng\u01b0\u1eddi s\u1eed d\u1ee5ng v\u00e0 an ninh zero-trust, quan tr\u1ecdng cho m\u1eb7t ph\u1eb3ng \u0111i\u1ec1u khi\u1ec3n.<img loading=\"lazy\" decoding=\"async\" width=\"1572\" height=\"514\" class=\"alignnone wp-image-16059 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2.png 1572w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2-300x98.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2-768x251.png 768w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2-1024x335.png 1024w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-2-40x13.png 40w\" sizes=\"auto, (max-width: 1572px) 100vw, 1572px\" \/><\/li>\n<li>C\u00e1c b\u1ed9 chuy\u1ec3n \u0111\u1ed5i v\u00e0 c\u00e1p LinkX cung c\u1ea5p m\u1ed9t l\u1ef1a ch\u1ecdn m\u1ea1nh m\u1ebd c\u1ee7a c\u00e1p \u0111\u1ed3ng tr\u1ef1c ti\u1ebfp (DACs), c\u00e1p \u0111\u1ed3ng ho\u1ea1t \u0111\u1ed9ng (ACCs), c\u00e1p quang ho\u1ea1t \u0111\u1ed9ng (AOCs) v\u00e0 module quang c\u1ea7n thi\u1ebft \u0111\u1ec3 k\u1ebft n\u1ed1i c\u00e1c m\u1ea1ng d\u1ef1a tr\u00ean h\u00ecnh th\u1ee9c c\u1eafm nh\u1ecf g\u1ecdn t\u00e1m (OSFP) v\u00e0 b\u1ed1n h\u00ecnh th\u1ee9c c\u1eafm nh\u1ecf g\u1ecdn (QSFP). C\u00e1c c\u00f4ng t\u1eafc Spectrum-4, k\u1ebft h\u1ee3p v\u1edbi danh m\u1ee5c LinkX, cho ph\u00e9p m\u1ea1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng nh\u1ea5t tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/li>\n<li>Gi\u1ea5y ph\u00e9p Spectrum-X m\u1edf kh\u00f3a to\u00e0n b\u1ed9 s\u1ee9c m\u1ea1nh c\u1ee7a Spectrum-4 v\u00e0 BlueField-3, cho ph\u00e9p c\u00e1c t\u00ednh n\u0103ng m\u1edf r\u1ed9ng RoCE v\u00e0 c\u00e1c c\u00e0i \u0111\u1eb7t tham s\u1ed1 m\u1ea1ng t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 cung c\u1ea5p hi\u1ec7u su\u1ea5t tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e2ng cao.<\/li>\n<\/ol>\n<h3>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt \u0111\u1eb7t h\u00e0ng N\u1ec1n t\u1ea3ng M\u1ea1ng l\u01b0\u1edbi Spectrum-X<\/h3>\n<p>\u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 vi\u1ec7c \u0111\u1eb7t h\u00e0ng c\u00e1c c\u00f4ng t\u1eafc Spectrum-4, BlueField-3 DPU v\u00e0 c\u00e1p v\u00e0 b\u1ed9 chuy\u1ec3n \u0111\u1ed5i LinkX, vui l\u00f2ng xem b\u1ea3ng d\u1eef li\u1ec7u c\u00f4ng t\u1eafc SN5000 v\u00e0 b\u1ea3ng d\u1eef li\u1ec7u BlueField-3 DPU.<\/p>\n<ul>\n<li>Gi\u1ea5y ph\u00e9p Spectrum-X l\u00e0 m\u1ed9t gi\u1ea5y ph\u00e9p cho ph\u00e9p b\u1ed9 t\u00ednh n\u0103ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a b\u1eb1ng ph\u1ea7n c\u1ee9ng v\u00e0 \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1eb1ng ph\u1ea7n m\u1ec1m c\u1ea7n thi\u1ebft cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o sinh ho\u1ea1t tr\u00ean m\u1ea1ng Ethernet. N\u1ebfu kh\u00f4ng c\u00f3 gi\u1ea5y ph\u00e9p n\u00e0y, c\u00e1c t\u00ednh n\u0103ng n\u00e0y, bao g\u1ed3m c\u00e1c ph\u1ea7n m\u1edf r\u1ed9ng RoCE, kh\u00f4ng kh\u1ea3 d\u1ee5ng. \u0110\u1ed1i v\u1edbi vi\u1ec7c tri\u1ec3n khai s\u1eed d\u1ee5ng RoCE ti\u00eau chu\u1ea9n nguy\u00ean b\u1ea3n, kh\u00f4ng c\u1ea7n gi\u1ea5y ph\u00e9p Spectrum-X. Gi\u1ea5y ph\u00e9p Spectrum-X \u0111\u01b0\u1ee3c c\u1ea5p cho t\u1eebng c\u00f4ng t\u1eafc nh\u01b0ng m\u1edf kh\u00f3a gi\u00e1 tr\u1ecb t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i t\u1eeb c\u00f4ng t\u1eafc \u0111\u1ebfn DPU \u0111\u1ebfn GPU.<\/li>\n<li>S\u1ed1 ph\u1ea7n gi\u1ea5y ph\u00e9p Spectrum-X \u0111\u01b0\u1ee3c \u0111\u00f3ng g\u00f3i \u0111\u1ec3 bao g\u1ed3m h\u1ed7 tr\u1ee3. H\u1ed7 tr\u1ee3 c\u00f3 s\u1eb5n v\u1edbi c\u00e1c th\u1ecfa thu\u1eadn d\u1ecbch v\u1ee5 (SLAs) ti\u00eau chu\u1ea9n doanh nghi\u1ec7p v\u00e0 quan tr\u1ecdng cho c\u00e1c giai \u0111o\u1ea1n ba v\u00e0 n\u0103m n\u0103m. \u0110\u01b0\u1ee3c khuy\u1ebfn ngh\u1ecb r\u1eb1ng c\u00e1c m\u1ee9c h\u1ed7 tr\u1ee3 cho gi\u1ea5y ph\u00e9p Spectrum-X ph\u00f9 h\u1ee3p v\u1edbi m\u1ee9c h\u1ed7 tr\u1ee3 ph\u1ea7n c\u1ee9ng c\u00f4ng t\u1eafc c\u01a1 b\u1ea3n. Ngh\u0129a l\u00e0, h\u1ed7 tr\u1ee3 Spectrum-X quan tr\u1ecdng cho doanh nghi\u1ec7p n\u00ean \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi h\u1ed7 tr\u1ee3 ph\u1ea7n c\u1ee9ng quan tr\u1ecdng cho doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1ee3c l\u1ea1i. Vui l\u00f2ng li\u00ean h\u1ec7 \u0111\u1ea1i di\u1ec7n NVIDIA c\u1ee7a b\u1ea1n \u0111\u1ec3 bi\u1ebft s\u1ed1 ph\u1ea7n gia h\u1ea1n \u0111\u1ed9ng. Gi\u1ea5y ph\u00e9p Spectrum-X \u00e1p d\u1ee5ng cho c\u1ea3 NVIDIA Cumulus\u00ae Linux v\u00e0 c\u00e1c tri\u1ec3n khai m\u00f4i tr\u01b0\u1eddng c\u00e0i \u0111\u1eb7t M\u1ea1ng m\u1edf (ONIE) c\u1ee7a Spectrum-4.<\/li>\n<li>Gi\u1ea5y ph\u00e9p c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c mua k\u00e8m theo khi mua c\u00f4ng t\u1eafc ho\u1eb7c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u00eam v\u00e0o sau \u0111\u00f3 nh\u01b0 m\u1ed9t mua \u0111\u1ed9c l\u1eadp khi b\u1ea1n c\u1ea7n ch\u1ee9c n\u0103ng Spectrum-X.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image-nvidia-spectrum-x-networking-platform-designed-to-accelerate-ai-performance-and-.png\" \/><\/p>\n<p>\u2192\u00a0 NVIDIA Spectrum-X, b\u1ed9 chuy\u1ec3n m\u1ea1ch Spectrum-4, DPU BlueField-3 v\u00e0 quang h\u1ecdc 400G LinkX hi\u1ec7n \u0111\u00e3 c\u00f3 s\u1eb5n. <a href=\"https:\/\/thegioimaychu.vn\/thiet-bi-mang\/mellanox\/\">T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 ch\u00fang t\u1ea1i \u0111\u00e2y.<\/a><\/p>\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=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>N&#7873;n t&#7843;ng m&#7841;ng NVIDIA Spectrum&trade;-X l&agrave; n&#7873;n t&#7843;ng Ethernet &#273;&#7847;u ti&ecirc;n &#273;&#432;&#7907;c thi&#7871;t k&#7871; &#273;&#7863;c bi&#7879;t &#273;&#7875; c&#7843;i thi&#7879;n hi&#7879;u su&#7845;t v&agrave; hi&#7879;u qu&#7843; c&#7911;a &#273;&aacute;m m&acirc;y tr&iacute; tu&#7879; nh&acirc;n t&#7841;o d&#7921;a tr&ecirc;n Ethernet. C&ocirc;ng ngh&#7879; &#273;&#7897;t ph&aacute; n&agrave;y &#273;&#7841;t &#273;&#432;&#7907;c hi&#7879;u su&#7845;t t&#7893;ng th&#7875; c&#7911;a AI t&#7889;t h&#417;n 1.7 l&#7847;n v&agrave; hi&#7879;u su&#7845;t n&#259;ng&#8230;<\/p>\n","protected":false},"author":17,"featured_media":16054,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162,44],"tags":[7,1363,74,1314,1090],"class_list":["post-16051","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","category-product","tag-ai","tag-high-performance-networking","tag-hpc","tag-nvidia","tag-switch-800g"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NVIDIA Spectrum-X: T\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd hi\u1ec7u su\u1ea5t AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng trong Trung t\u00e2m D\u1eef li\u1ec7u - 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\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"NVIDIA Spectrum-X: T\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd hi\u1ec7u su\u1ea5t AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng trong Trung t\u00e2m D\u1eef li\u1ec7u - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"N&#7873;n t&#7843;ng m&#7841;ng NVIDIA Spectrum&trade;-X l&agrave; n&#7873;n t&#7843;ng Ethernet &#273;&#7847;u ti&ecirc;n &#273;&#432;&#7907;c thi&#7871;t k&#7871; &#273;&#7863;c bi&#7879;t &#273;&#7875; c&#7843;i thi&#7879;n hi&#7879;u su&#7845;t v&agrave; hi&#7879;u qu&#7843; c&#7911;a &#273;&aacute;m m&acirc;y tr&iacute; tu&#7879; nh&acirc;n t&#7841;o d&#7921;a tr&ecirc;n Ethernet. C&ocirc;ng ngh&#7879; &#273;&#7897;t ph&aacute; n&agrave;y &#273;&#7841;t &#273;&#432;&#7907;c hi&#7879;u su&#7845;t t&#7893;ng th&#7875; c&#7911;a AI t&#7889;t h&#417;n 1.7 l&#7847;n v&agrave; hi&#7879;u su&#7845;t n&#259;ng...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/06\/TheGioiMayChu-Blog-Image.png\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nguy\u1ec5n \u0110\u1ee9c Th\u00e1i\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"18 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\\\/\"},\"author\":{\"name\":\"Nguy\u1ec5n \u0110\u1ee9c Th\u00e1i\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/90c5d8d30876fc0e3d14a0b67d3f2842\"},\"headline\":\"NVIDIA Spectrum-X: T\u0103ng t\u1ed1c m\u1ea1nh m\u1ebd hi\u1ec7u su\u1ea5t AI v\u00e0 n\u0103ng l\u01b0\u1ee3ng trong Trung t\u00e2m D\u1eef li\u1ec7u\",\"datePublished\":\"2023-06-03T04:10:50+00:00\",\"dateModified\":\"2023-06-03T04:16:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\\\/\"},\"wordCount\":3537,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-spectrum-x-tang-toc-manh-me-hieu-suat-ai-va-nang-luong-trong-trung-tam-du-lieu-p16051\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/TheGioiMayChu-Blog-Image.png\",\"keywords\":[\"ai\",\"high performance networking\",\"hpc\",\"NVIDIA\",\"Switch 800G\"],\"articleSection\":[\"AI - 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