{"id":3294,"date":"2021-06-04T02:08:21","date_gmt":"2021-06-04T02:08:21","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/solution\/?p=3294"},"modified":"2021-08-18T07:53:58","modified_gmt":"2021-08-18T07:53:58","slug":"ndr-400g-cung-cap-hieu-suat-vo-cung-manh-me-cho-ky-nguyen-exascale-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/solution\/vendor\/mellanox\/ndr-400g-cung-cap-hieu-suat-vo-cung-manh-me-cho-ky-nguyen-exascale-ai-p3294\/","title":{"rendered":"InfiniBand NDR 400G: Hi\u1ec7u su\u1ea5t h\u00e0ng \u0111\u1ea7u cho k\u1ef7 nguy\u00ean &#8220;exascale&#8221; AI"},"content":{"rendered":"<h2 style=\"text-align: left;\"><strong>Hi\u1ec7u su\u1ea5t ph\u00e1 v\u1ee1 c\u00e1c k\u1ef7 l\u1ee5c trong c\u00e1c chu\u1ea9n giao ti\u1ebfp m\u1ea1ng<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<p>Ki\u1ebfn tr\u00fac NVIDIA InfiniBand th\u1ebf h\u1ec7 th\u1ee9 7 k\u1ebft h\u1ee3p v\u1edbi NDR 400Gb\/s, mang \u0111\u1ebfn cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI, c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u hi\u1ec7u su\u1ea5t m\u1ea1ng nhanh nh\u1ea5t \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00f3 kh\u0103n nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi. <a href=\"https:\/\/www.nvidia.com\/en-us\/networking\/products\/infiniband\/\">NVIDIA Mellanox InfiniBand\u00ae<\/a> \u0111ang l\u00e0 c\u00f4ng ngh\u1ec7 m\u1edf \u0111\u01b0\u1eddng v\u1edbi Software-Defined Networking, t\u0103ng t\u1ed1c x\u1eed l\u00fd b\u00ean trong m\u1ea1ng (In-network computing), Remote Direct-Memory Access (RDMA), t\u1ed1c \u0111\u1ed9 v\u00e0 ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u nhanh nh\u1ea5t &#8211; bao g\u1ed3m nh\u1eefng c\u1ea3i ti\u1ebfn \u1ea5n t\u01b0\u1ee3ng so v\u1edbi th\u1ebf h\u1ec7 HDR InfiniBand tr\u01b0\u1edbc \u0111\u00f3.<\/p>\n<p><iframe loading=\"lazy\" title=\"NVIDIA Mellanox 400G: For the AI and Supercomputing Community It Means a Lot\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Ze54CXGhf4Q?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<p style=\"text-align: left;\"><em>Gi\u1edbi thi\u1ec7u NVIDIA NDR 400 Gb\/s InfiniBand<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong>N\u00e2ng cao c\u00e1c \u1ee9ng d\u1ee5ng l\u1eabn si\u00eau m\u00e1y t\u00ednh HPC v\u00e0 AI<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<h3><strong>In-Network Computing \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c<\/strong><\/h3>\n<p>Nh\u1eefng h\u1ea1 t\u1ea7ng t\u00ednh to\u00e1n hi\u1ec7u su\u1ea5t cao (HPC), AI v\u00e0 hyperscale ng\u00e0y nay y\u00eau c\u1ea7u k\u1ebft n\u1ed1i nhanh h\u01a1n v\u00e0 m\u1ea1ng th\u00f4ng minh h\u01a1n \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 ch\u1ea1y c\u00e1c m\u00f4 ph\u1ecfng ph\u1ee9c t\u1ea1p v\u1edbi t\u1ed1c \u0111\u1ed9 v\u00e0 hi\u1ec7u qu\u1ea3 cao h\u01a1n. NVIDIA Mellanox InfiniBand n\u00e2ng cao v\u00e0 m\u1edf r\u1ed9ng In-Network Computing c\u1ee7a m\u00ecnh v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 t\u00ednh to\u00e1n \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh s\u1eb5n v\u00e0 c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1ebf h\u1ec7 th\u1ee9 ba c\u1ee7a NVIDIA Mellanox Scalable Hierarchical Aggregation and Reduction Protocol (SHARPv3), MPI Tag Matching, MPI All-to-All v\u00e0 c\u00e1c l\u00f5i c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c mang l\u1ea1i chi ph\u00ed m\u1ed7i node v\u00e0 ROI t\u1ed1t nh\u1ea5t.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"568\" height=\"316\" class=\"wp-image-3296 size-full aligncenter\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-1.png\" srcset=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-1.png 568w, https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-1-300x167.png 300w, https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-1-40x22.png 40w\" sizes=\"auto, (max-width: 568px) 100vw, 568px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng kh\u00f4ng gi\u1edbi h\u1ea1n<\/strong><\/h3>\n<p>NDR InfiniBand v\u1edbi c\u00f4ng ngh\u1ec7 SHARPv3 t\u1ea1o ra kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng g\u1ea7n nh\u01b0 kh\u00f4ng gi\u1edbi h\u1ea1n \u0111\u1ec3 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u l\u1edbn th\u00f4ng qua m\u1ea1ng, v\u1edbi h\u1ed7 tr\u1ee3 l\u00ean \u0111\u1ebfn 64 lu\u1ed3ng song song &#8211; s\u1ee9c m\u1ea1nh t\u0103ng t\u1ed1c AI cao h\u01a1n 32 l\u1ea7n so v\u1edbi th\u1ebf h\u1ec7 HDR InfiniBand tr\u01b0\u1edbc \u0111\u00f3. C\u00e1c c\u00f4ng c\u1ee5 ph\u1ea7n c\u1ee9ng MPI All-to-All v\u00e0 MPI Tag Matching c\u00f9ng v\u1edbi c\u00e1c kh\u1ea3 n\u0103ng kh\u00e1c nh\u01b0 ki\u1ec3m so\u00e1t t\u1eafc ngh\u1ebdn n\u00e2ng cao, \u0111\u1ecbnh tuy\u1ebfn th\u00edch \u1ee9ng v\u00e0 m\u1ea1ng t\u1ef1 ph\u1ee5c h\u1ed3i, t\u1ea5t c\u1ea3 \u0111\u1ec1u cung c\u1ea5p nh\u1eefng c\u1ea3i ti\u1ebfn quan tr\u1ecdng cho c\u00e1c c\u1ee5m HPC v\u00e0 AI, cho ph\u00e9p ch\u00fang \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t cao h\u01a1n n\u1eefa.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"566\" height=\"319\" class=\"alignnone wp-image-3297 size-full aligncenter\" src=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-2.png\" srcset=\"https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-2.png 566w, https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-2-300x169.png 300w, https:\/\/thegioimaychu.vn\/solution\/wp-content\/uploads\/2021\/05\/TheGioiMayChu-NDR-400G-Cung-c\u1ea5p-hi\u1ec7u-su\u1ea5t-v\u00f4-c\u00f9ng-m\u1ea1nh-m\u1ebd-cho-K\u1ef7-nguy\u00ean-Exascale-AI-2-40x23.png 40w\" sizes=\"auto, (max-width: 566px) 100vw, 566px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong>Truy\u1ec1n d\u1eabn d\u1eef li\u1ec7u \u1edf t\u1ed1c \u0111\u1ed9 \u00e1nh s\u00e1ng<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<h3><strong>Host Channel Adapters<\/strong><\/h3>\n<p>NDR InfiniBand Host Channel Adapter (HCA) v\u1edbi PCIe Gen4 v\u00e0 Gen5 h\u1ed7 tr\u1ee3 \u0111a d\u1ea1ng c\u00e1c ki\u1ec3u d\u00e1ng, cung c\u1ea5p c\u00e1c port m\u1ea1ng single ho\u1eb7c dual \u1edf t\u1ed1c \u0111\u1ed9 400 Gb\/s \u0111\u1ed1i v\u1edbi NDR, 200 Gb\/s \u0111\u1ed1i v\u1edbi NDR200 v\u00e0 c\u00e1c t\u1ed1c \u0111\u1ed9 th\u1ea5p h\u01a1n.<\/p>\n<p>C\u00e1c HCA n\u00e0y bao g\u1ed3m nh\u1eefng kh\u1ea3 n\u0103ng In-Network Computing n\u00e2ng cao v\u1edbi c\u00e1c engine ph\u1ea7n c\u1ee9ng MPI All-to-All v\u00e0 MPI Tag Matching v\u00e0 c\u00e1c c\u1ea3i ti\u1ebfn kh\u00e1c \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 (QoS) bao g\u1ed3m \u0111\u1ecbnh tuy\u1ebfn th\u00edch \u1ee9ng, ki\u1ec3m so\u00e1t t\u1eafc ngh\u1ebdn v\u00e0 h\u01a1n th\u1ebf n\u1eefa. C\u00e1c HCA c\u0169ng bao g\u1ed3m c\u00e1c l\u00f5i t\u00ednh to\u00e1n c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh \u0111\u01b0\u1ee3c cho ph\u00e9p gi\u1ea3m t\u1ea3i c\u00e1c thu\u1eadt to\u00e1n d\u1eef li\u1ec7u ti\u1ec1n x\u1eed l\u00fd v\u00e0 c\u00e1c \u0111\u01b0\u1eddng d\u1eabn \u0111i\u1ec1u khi\u1ec3n \u1ee9ng d\u1ee5ng \u0111\u1ebfn m\u1ea1ng mang l\u1ea1i hi\u1ec7u su\u1ea5t, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cao h\u01a1n v\u00e0 t\u0103ng c\u01b0\u1eddng ch\u1ed3ng ch\u00e9o gi\u1eefa t\u00ednh to\u00e1n v\u00e0 giao ti\u1ebfp.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Edge Switches<\/strong><\/h3>\n<p>D\u00f2ng switch bi\u00ean NDR InfiniBand bao g\u1ed3m 64 port NDR ho\u1eb7c 128 port NDR200 tr\u00ean c\u00e1c 32\u00a0connector Octal Small Form-factor Pluggable (OSFP) v\u1eadt l\u00fd. C\u00e1c switch bi\u00ean 1U nh\u1ecf g\u1ecdn bao g\u1ed3m c\u00e1c phi\u00ean b\u1ea3n l\u00e0m m\u00e1t b\u1eb1ng kh\u00ed v\u00e0 l\u00e0m m\u00e1t b\u1eb1ng ch\u1ea5t l\u1ecfng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd b\u00ean trong ho\u1eb7c b\u00ean ngo\u00e0i.<br \/>\nD\u00f2ng switch n\u00e0y cung c\u1ea5p t\u1ed5ng c\u1ed9ng 51,2 Tb\/s th\u00f4ng l\u01b0\u1ee3ng hai chi\u1ec1u, v\u1edbi c\u00f4ng su\u1ea5t h\u01a1n 66,5 t\u1ef7 g\u00f3i tin m\u1ed7i gi\u00e2y. L\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p InfiniBand rack-mounted l\u00fd t\u01b0\u1edfng, switch bi\u00ean NDR InfiniBand cho ph\u00e9p s\u1ef1 linh ho\u1ea1t t\u1ed1i \u0111a cho nhi\u1ec1u lo\u1ea1i c\u1ea5u tr\u00fac li\u00ean k\u1ebft bao g\u1ed3m Fat Tree, DragonFly+, multi-dimensional Torus, Hypercube, v.v.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Modular Switches<\/strong><\/h3>\n<p>C\u00e1c switch d\u1ea1ng m\u00f4-\u0111un NDR InfiniBand cung c\u1ea5p nh\u1eefng c\u1ea5u h\u00ecnh port sau:<\/p>\n<p>2048 port NDR (400 Gb\/s) ho\u1eb7c 4096 port NDR200 (200 Gb\/s)<\/p>\n<p>1024 port NDR (400 Gb\/s) ho\u1eb7c 2048 port NDR200 (200 Gb\/s)<\/p>\n<p>Switch m\u00f4-\u0111un l\u1edbn nh\u1ea5t c\u00f3 th\u1ec3 mang t\u1ed5ng th\u00f4ng l\u01b0\u1ee3ng 2 chi\u1ec1u l\u00e0 1.64 Pb\/s, g\u1ea5p 5 l\u1ea7n so v\u1edbi switch m\u00f4-\u0111un HDR InfiniBand th\u1ebf h\u1ec7 tr\u01b0\u1edbc \u0111\u00f3.<\/p>\n<p>Switch m\u00f4-\u0111un k\u00edch c\u1ee1 trung b\u00ecnh cung c\u1ea5p t\u1ed5ng th\u00f4ng l\u01b0\u1ee3ng hai chi\u1ec1u l\u00e0 819 Tb\/s.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Transceivers v\u00e0 Cables<\/strong><\/h3>\n<p>Nh\u1eefng t\u00f9y ch\u1ecdn k\u1ebft n\u1ed1i NDR InfiniBand bao g\u1ed3m s\u1ef1 \u0111a d\u1ea1ng v\u1ec1 lo\u1ea1i transceiver v\u00e0 c\u00e1c connector multi-fiber push-on (MPO), active copper cable (ACC) v\u00e0 direct attached cable (DAC) v\u1edbi c\u00e1c option splitter 1-to-2 ho\u1eb7c 1-to-4 cung c\u1ea5p s\u1ef1 linh ho\u1ea1t t\u1ed1i \u0111a \u0111\u1ec3 x\u00e2y d\u1ef1ng b\u1ea5t k\u1ef3 c\u1ea5u tr\u00fac li\u00ean k\u1ebft n\u00e0o v\u1edbi hi\u1ec7u su\u1ea5t cao nh\u1ea5t.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong>Hi\u1ec7u su\u1ea5t, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 hi\u1ec7u qu\u1ea3 m\u1ea1ng h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<h3><strong>Hi\u1ec7u su\u1ea5t<\/strong><\/h3>\n<ul>\n<li>B\u0103ng th\u00f4ng 400 Gb\/s m\u1ed7i port<\/li>\n<li>64 port NDR 400 Gb\/s ho\u1eb7c 128 port NDR200 200 Gb\/s trong m\u1ed9t switch duy nh\u1ea5t<\/li>\n<li>2048 port NDR ho\u1eb7c 4096 port NDR200 trong m\u1ed9t switch modular duy nh\u1ea5t<\/li>\n<li>H\u01a1n 66.5 t\u1ef7 g\u00f3i tin m\u1ed7i gi\u00e2y (hai chi\u1ec1u) tr\u00ean m\u1ed9t thi\u1ebft b\u1ecb switch NDR duy nh\u1ea5t<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>Ph\u00e1 v\u1ee1 c\u00e1c k\u1ef7 l\u1ee5c c\u1ee7a ch\u00ednh m\u00ecnh<\/strong><\/h3>\n<ul>\n<li>B\u0103ng th\u00f4ng g\u1ea5p 2 l\u1ea7n m\u1ed7i port so v\u1edbi HDR<\/li>\n<li>C\u01a1 s\u1ed1 switch g\u1ea5p 3 l\u1ea7n so v\u1edbi HDR<\/li>\n<li>S\u1ee9c m\u1ea1nh t\u0103ng t\u1ed1c AI cao h\u01a1n g\u1ea5p 32 l\u1ea7n m\u1ed7i switch so v\u1edbi HDR<\/li>\n<li>H\u01a1n 1 tri\u1ec7u node 400 Gb\/s trong m\u1ed9t tier 4-switch (three hops) Dragonfly+ network. Cao h\u01a1n 6,5 l\u1ea7n so v\u1edbi HDR InfiniBand<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: left;\"><strong>Nh\u1eefng t\u00ednh n\u0103ng ch\u00ednh<\/strong><\/h3>\n<ul>\n<li>Full transport offload<\/li>\n<li>RDMA, GPUDirect\u00ae\u00a0RDMA, GPUDirect Storage<\/li>\n<li>C\u00e1c c\u00f4ng c\u1ee5 In-Network Computing c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh<\/li>\n<li>T\u0103ng t\u1ed1c ph\u1ea7n c\u1ee9ng MPI All-to-All<\/li>\n<li>T\u0103ng t\u1ed1c ph\u1ea7n c\u1ee9ng MPI Tag Matching<\/li>\n<li>NVIDIA Mellanox SHARPv3<\/li>\n<li>\u0110\u1ecbnh tuy\u1ebfn th\u00edch \u1ee9ng, ki\u1ec3m so\u00e1t t\u1eaft ngh\u1ebdn, v\u00e0 QoS n\u00e2ng cao<\/li>\n<li>M\u1ea1ng t\u1ef1 ph\u1ee5c h\u1ed3i<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Tham kh\u1ea3o c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a Mellanox t\u1ea1i:<br \/>\n\u2192\u00a0<a href=\"https:\/\/thegioimaychu.vn\/thiet-bi-mang\/mellanox\">https:\/\/thegioimaychu.vn\/thiet-bi-mang\/mellanox<\/a><br \/>\n\u2192\u00a0<a href=\"https:\/\/thegioimaychu.vn\/linh-kien-may-chu\/mellanox\">https:\/\/thegioimaychu.vn\/linh-kien-may-chu\/mellanox<\/a><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\">\n","protected":false},"excerpt":{"rendered":"<p>Hi\u1ec7u su\u1ea5t ph\u00e1 v\u1ee1 c\u00e1c k\u1ef7 l\u1ee5c trong c\u00e1c chu\u1ea9n giao ti\u1ebfp m\u1ea1ng &nbsp; Ki\u1ebfn tr\u00fac NVIDIA InfiniBand th\u1ebf h\u1ec7 th\u1ee9 7 k\u1ebft h\u1ee3p v\u1edbi NDR 400Gb\/s, mang \u0111\u1ebfn cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI, c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u hi\u1ec7u su\u1ea5t m\u1ea1ng nhanh nh\u1ea5t \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00f3 kh\u0103n nh\u1ea5t<\/p>\n","protected":false},"author":9,"featured_media":3385,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,1,142,6],"tags":[172,173,145,171],"class_list":["post-3294","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-infra","category-mellanox","category-networking","tag-400gb","tag-infiniband","tag-mellanox","tag-ndr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>InfiniBand NDR 400G: Hi\u1ec7u su\u1ea5t h\u00e0ng \u0111\u1ea7u cho k\u1ef7 nguy\u00ean &quot;exascale&quot; 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