{"id":1763,"date":"2026-01-06T10:29:15","date_gmt":"2026-01-06T02:29:15","guid":{"rendered":"http:\/\/www.rchen.top\/?p=1763"},"modified":"2026-07-16T22:33:49","modified_gmt":"2026-07-16T14:33:49","slug":"%e6%b5%85%e8%b0%88%e4%bb%8e%e4%bc%a0%e7%bb%9fit%e5%88%b0ic-cad%e5%86%8d%e5%88%b0ai-ops","status":"publish","type":"post","link":"https:\/\/www.rchen.top\/?p=1763","title":{"rendered":"\u6d45\u8c08\u4ece\u4f20\u7edfIT\u5230IC CAD\u518d\u5230AI Ops"},"content":{"rendered":"

\u7ed3\u8bba\uff1a\u4ec0\u4e48\u662fAI Ops ?<\/h2>\n

\u5148\u8f93\u51fa\u7ed3\u8bba\uff0c\u4ec0\u4e48\u662fAI Ops ,\u76ee\u524dAI Ops\u67092\u4e2a\u89e3\u91ca\uff0c<\/p>\n

\u7b2c\u4e00\uff0c<\/strong>\u9762\u5411\u8fd0\u7ef4\u4eba\u5458\uff0c\u8bf4\u767d\u4e86\u5c31\u662f\u81ea\u52a8\u5316\u8fd0\u7ef4\uff0c\u7ed3\u5408\u4e00\u4e9b\u5177\u4f53\u7684\u516c\u53f8\u4e1a\u52a1\uff0c\u628a AI \u5f15\u5165\u76d1\u63a7\u3001\u544a\u8b66\u5206\u6790\u3001\u6545\u969c\u5b9a\u4f4d\u548c\u5bb9\u91cf\u89c4\u5212\u7b49\u7b49\u3002<\/p>\n

\u663e\u7136\u5b83\u548cDevops\u6216\u8005CI\/CD\u4e0d\u540c\uff0c\u8fd9\u4e9b\u66f4\u591a\u7684\u662f\u9762\u5411\u7528\u6237\u6216\u5f00\u53d1\u4eba\u5458\uff0c\u6bd4\u5982\u63d0\u4ea4\uff0c\u53d1\u5e03\uff0c\u6301\u7eed\u4ea4\u4ed8\u3002<\/p>\n

\u7b2c\u4e8c\uff0c<\/strong>AI\u6a21\u578b\u7684Infra\u8fd0\u7ef4\uff0c\u9664\u4e86\u4f20\u7edf\u7684\u5bb9\u5668\u3001\u7f16\u6392\uff0c\u8fd8\u9700\u8981\u4e86\u89e3GPU \u96c6\u7fa4\u7684\u6784\u5efa\u3001\u6a21\u578b\u63a8\u7406\u5e73\u53f0\u3001\u5411\u91cf\u6570\u636e\u5e93\u548c AI \u5de5\u4f5c\u6d41\u7b49\uff0c\u8fd9\u4e5f\u662f\u4e3a\u672a\u6765\u4f01\u4e1a\u53ef\u80fd\u90fd\u4f1a\u90e8\u7f72\u672c\u5730\u5927\u6a21\u578b\u8003\u8651\u3002<\/p>\n

\u6240\u4ee5\uff0c\u672a\u6765 5 \u5e74 AI Ops \u5f88\u53ef\u80fd\u4f1a\u4ece\u201c\u52a0\u5206\u9879\u201d\u53d8\u6210\u4f01\u4e1aIT\u7684\u201c\u6838\u5fc3\u80fd\u529b\u201d\u4e0e\u201c\u5fc5\u5907\u6280\u80fd\u201d\u3002<\/p>\n

\"\"<\/p>\n

\u4ece\u4f20\u7edfIT\u5230CAD\u518d\u5230AI Ops\u7ecf\u8fc7\u4e86\u54ea\u4e9b\u6218\u672f\u6808<\/h2>\n
\n
\"\"<\/div>\n<\/div>\n
\n

\u4f20\u7edf IT \u8fd0\u7ef4\uff1a<\/h2>\n

1\ufe0f\u20e3 \u7279\u70b9<\/h3>\n
    \n
  • \u9762\u5411 \u901a\u7528\u4fe1\u606f\u7cfb\u7edf<\/strong><\/li>\n
  • \u5f3a\u8c03 7\u00d724 \u53ef\u7528\u6027<\/strong><\/li>\n
  • \u504f\u201c\u670d\u52a1\u578b\u8fd0\u7ef4\u201d<\/li>\n<\/ul>\n

    2\ufe0f\u20e3 \u5178\u578b\u573a\u666f<\/h3>\n
      \n
    • \u670d\u52a1\u5668\u4e0a\u4e0b\u67b6<\/li>\n
    • \u6570\u636e\u5e93\u4e3b\u4ece\u3001\u5907\u4efd<\/li>\n
    • \u5e94\u7528\u53d1\u5e03\u3001\u76d1\u63a7\u544a\u8b66<\/li>\n
    • \u673a\u623f\u3001\u7f51\u7edc\u3001\u9632\u706b\u5899<\/li>\n<\/ul>\n

      3\ufe0f\u20e3 \u6838\u5fc3\u4ef7\u503c<\/h3>\n

      \u8ba9\u4e1a\u52a1\u7cfb\u7edf\u201c\u4e0d\u51fa\u4e8b\u3001\u80fd\u8bbf\u95ee\u201d<\/strong><\/p><\/blockquote>\n

      4\ufe0f\u20e3 \u5c40\u9650\u6027<\/h3>\n
        \n
      • \u81ea\u52a8\u5316\u7a0b\u5ea6\u9010\u6e10\u63d0\u9ad8<\/li>\n
      • \u4e91\u5382\u5546\u63a5\u7ba1\u5927\u91cf\u5e95\u5c42<\/li>\n
      • \u7eaf\u4f20\u7edf\u8fd0\u7ef4\u7ade\u4e89\u529b\u4e0b\u964d<\/li>\n<\/ul>\n

        \u9002\u5408\u9636\u6bb5<\/strong>\uff1a\u5165\u95e8\u3001\u6253\u57fa\u7840<\/p>\n

        \u4e0d\u9002\u5408\u957f\u671f\u505c\u7559<\/strong><\/p>\n

        \n

        IC \/ EDA \u8fd0\u7ef4\uff1a<\/h2>\n

        \u8fd9\u662f\u5f88\u591a\u4eba\u4e0d\u4e86\u89e3\u3001\u4f46\u6781\u5176\u9ad8\u85aa & \u7a33\u5b9a<\/strong>\u7684\u4e00\u4e2a\u65b9\u5411\uff0c\u5b83\u662f\u82af\u7247\u8bbe\u8ba1\u7684\u201c\u5de5\u7a0b\u52a0\u901f\u5668\u201d<\/p>\n

        1\ufe0f\u20e3 \u7279\u70b9<\/h3>\n
          \n
        • \u9762\u5411 \u82af\u7247\u8bbe\u8ba1\uff08VLSI \/ SOC\uff09<\/strong><\/li>\n
        • \u5c5e\u4e8e HPC\uff08\u9ad8\u6027\u80fd\u8ba1\u7b97\uff09\u8fd0\u7ef4<\/strong><\/li>\n
        • \u4e1a\u52a1\u590d\u6742\u5ea6\u6781\u9ad8<\/li>\n<\/ul>\n

          2\ufe0f\u20e3 \u5178\u578b\u5de5\u4f5c<\/h3>\n
            \n
          • EDA \u5de5\u5177\u73af\u5883\uff08Synopsys \/ Cadence \/ Siemens\uff09<\/li>\n
          • \u4f5c\u4e1a\u8c03\u5ea6\u7cfb\u7edf\uff08LSF \/ Slurm \/ Grid Engine\uff09<\/li>\n
          • License Server \u7ba1\u7406\u4e0e\u4f18\u5316<\/li>\n
          • NFS \/ Lustre \/ GPFS \u9ad8\u6027\u80fd\u5b58\u50a8<\/li>\n
          • \u5927\u89c4\u6a21\u4eff\u771f\u4efb\u52a1\u6392\u7a0b<\/li>\n<\/ul>\n

            3\ufe0f\u20e3 \u6838\u5fc3\u6311\u6218<\/h3>\n
              \n
            • License \u8d35 \u2192 \u5fc5\u987b\u6781\u81f4\u5229\u7528\u7387<\/strong><\/li>\n
            • IO \u74f6\u9888<\/strong>\uff08\u51e0 TB\uff5ePB \u7ea7\u4eff\u771f\u6570\u636e\uff09<\/li>\n
            • \u4efb\u52a1\u5931\u8d25 = \u82af\u7247\u6d41\u7247\u98ce\u9669<\/strong><\/li>\n<\/ul>\n

              4\ufe0f\u20e3 \u4ef7\u503c\u5b9a\u4f4d<\/h3>\n

              \u4e0d\u662f\u201c\u4fee\u673a\u5668\u201d\uff0c\u800c\u662f\u201c\u52a0\u901f\u82af\u7247\u4e0a\u5e02\u201d<\/strong><\/p><\/blockquote>\n

              5\ufe0f\u20e3 \u884c\u4e1a\u7279\u70b9<\/h3>\n
                \n
              • \u534a\u5bfc\u4f53\u5468\u671f\u6027\u5f3a<\/li>\n
              • \u5934\u90e8\u4f01\u4e1a\u9884\u7b97\u5145\u8db3<\/li>\n
              • \u6280\u672f\u58c1\u5792\u9ad8\uff0c\u66ff\u4ee3\u96be<\/li>\n<\/ul>\n

                \u4f18\u52bf<\/strong>\uff1a<\/p>\n

                  \n
                • \u5c11\u4e92\u8054\u7f51\u5f0f\u201c996\u201d<\/li>\n
                • \u85aa\u8d44\u9ad8<\/li>\n
                • \u804c\u4e1a\u751f\u547d\u5468\u671f\u957f<\/li>\n<\/ul>\n
                  \n

                  AI Ops \u8fd0\u7ef4\uff1a<\/h2>\n

                  \u8fd9\u662f\u5f53\u524d\u589e\u957f\u6700\u5feb\u3001\u5929\u82b1\u677f\u6700\u9ad8\u7684\u65b9\u5411\u4e4b\u4e00\u3002<\/p>\n

                  1\ufe0f\u20e3 \u7279\u70b9<\/h3>\n
                    \n
                  • \u9762\u5411 AI \u8bad\u7ec3 & \u63a8\u7406\u5e73\u53f0<\/strong><\/li>\n
                  • \u5c5e\u4e8e AI Infrastructure<\/strong><\/li>\n
                  • \u8f6f\u786c\u7ed3\u5408\u6781\u5f3a<\/li>\n<\/ul>\n

                    2\ufe0f\u20e3 \u5178\u578b\u5de5\u4f5c<\/h3>\n
                      \n
                    • GPU \u96c6\u7fa4\u7ba1\u7406\uff08NVIDIA DGX \/ HGX\uff09<\/li>\n
                    • RDMA \/ InfiniBand \u7f51\u7edc\u8c03\u4f18<\/li>\n
                    • K8s + AI \u8c03\u5ea6\u5668\uff08Volcano \/ Kubeflow\uff09<\/li>\n
                    • \u5927\u6a21\u578b\u8bad\u7ec3\u4efb\u52a1\u76d1\u63a7<\/li>\n
                    • \u63a8\u7406\u670d\u52a1\u90e8\u7f72\uff08vLLM \/ TGI\uff09<\/li>\n
                    • \u5411\u91cf\u5e93\u3001RAG \u5e73\u53f0\u8fd0\u7ef4<\/li>\n<\/ul>\n

                      3\ufe0f\u20e3 \u6838\u5fc3\u6311\u6218<\/h3>\n
                        \n
                      • \u663e\u5b58\u7206\u70b8<\/strong><\/li>\n
                      • \u591a\u5361\u901a\u4fe1\u74f6\u9888<\/strong><\/li>\n
                      • \u8bad\u7ec3\u4efb\u52a1\u52a8\u8f84\u51e0\u5929\u751a\u81f3\u51e0\u5468<\/strong><\/li>\n
                      • \u6545\u969c\u6062\u590d\u4ee3\u4ef7\u5de8\u5927<\/strong><\/li>\n<\/ul>\n

                        4\ufe0f\u20e3 \u4ef7\u503c\u5b9a\u4f4d<\/h3>\n

                        \u51b3\u5b9a\u201c\u6a21\u578b\u80fd\u4e0d\u80fd\u8bad\u51fa\u6765\u3001\u8bad\u5f97\u591a\u5feb\u3001\u591a\u4fbf\u5b9c\u201d<\/strong><\/p><\/blockquote>\n

                        5\ufe0f\u20e3 \u884c\u4e1a\u73b0\u72b6<\/h3>\n
                          \n
                        • \u5927\u5382\u3001AI \u521b\u4e1a\u516c\u53f8\u6781\u5ea6\u7f3a\u4eba<\/li>\n
                        • \u61c2 AI + \u8fd0\u7ef4\u7684\u4eba\u6781\u5c11<\/li>\n
                        • \u6280\u672f\u66f4\u65b0\u6781\u5feb\uff08\u6bcf\u5e74\u90fd\u53d8\uff09<\/li>\n<\/ul>\n

                          \u4f18\u52bf<\/strong>\uff1a<\/p>\n

                            \n
                          • \u85aa\u8d44\u4e0a\u9650\u9ad8<\/li>\n
                          • \u6280\u672f\u524d\u6cbf<\/li>\n
                          • \u672a\u6765 5\u201310 \u5e74\u7ea2\u5229\u671f<\/li>\n<\/ul>\n
                            \n

                            \u4e09\u8005\u7684\u672c\u8d28\u5dee\u5f02<\/h2>\n
                            \n
                            <\/div>\n
                            \n\n\n\n\n\n\n\n
                            \u7c7b\u578b<\/th>\n\u672c\u8d28<\/th>\n<\/tr>\n<\/thead>\n
                            \u4f20\u7edf IT \u8fd0\u7ef4<\/td>\n\u8ba9\u7cfb\u7edf\u6d3b\u7740<\/strong>\u200b<\/td>\n<\/tr>\n
                            IC CAD \u8fd0\u7ef4<\/td>\n\u8ba9\u82af\u7247\u8dd1\u5f97\u53c8\u5feb\u53c8\u7a33<\/strong>\u200b<\/td>\n<\/tr>\n
                            AI Ops<\/td>\n\u8ba9\u667a\u80fd\u7b97\u5f97\u52a8\u3001\u7b97\u5f97\u8d77<\/strong>\u200b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

                            <\/h3>\n
                              \n
                            • \u559c\u6b22\u7a33\u5b9a\u3001\u9ad8\u85aa\u3001\u5c11\u6298\u817e\uff0c<\/strong>\u80fd\u63a5\u53d7\u4e00\u5b9a\u5c01\u95ed\u6027IC CAD \u8fd0\u7ef4<\/strong>\u200b \u662f\u975e\u5e38\u597d\u7684\u9009\u62e9<\/li>\n
                            • \u60f3\u7ad9\u5728\u6280\u672f\u524d\u6cbf\uff0c\u80fd\u63a5\u53d7\u5feb\u901f\u53d8\u5316\u548c\u9ad8\u5f3a\u5ea6\uff0cAI Ops<\/strong>\u200b \u662f\u672a\u6765\u4e3b\u7ebf<\/li>\n<\/ul>\n

                              \u6280\u672f\u8fdb\u9636\u8def\u7ebf<\/h2>\n

                              Linux \/ \u7f51\u7edc \/ \u811a\u672c<\/p>\n

                              \u2193<\/p>\n

                              \u4e91\u539f\u751f \/ \u81ea\u52a8\u5316 \/ \u53ef\u89c2\u6d4b\u6027<\/p>\n

                              \u2193<\/p>\n

                              HPC \/ \u9ad8\u6027\u80fd\u5b58\u50a8 \/ \u4f5c\u4e1a\u8c03\u5ea6<\/p>\n

                              \u2193<\/p>\n

                              GPU \/ AI \u96c6\u7fa4 \/ \u6a21\u578b\u90e8\u7f72<\/p>\n","protected":false},"excerpt":{"rendered":"

                              \u7ed3\u8bba\uff1a\u4ec0\u4e48\u662fAI Ops ? \u5148\u8f93\u51fa\u7ed3\u8bba\uff0c\u4ec0\u4e48\u662fAI Ops ,\u76ee\u524dAI Ops\u67092\u4e2a\u89e3\u91ca\uff0c \u7b2c\u4e00\uff0c\u9762\u5411\u8fd0\u7ef4\u4eba […]<\/p>\n","protected":false},"author":1,"featured_media":1959,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[160,158,159,69],"tags":[156,168,163,91],"class_list":["post-1763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-ai-infra","category-ai-ops","category-69","tag-ai","tag-ai-infra","tag-ai-ops","tag-91"],"_links":{"self":[{"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/posts\/1763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rchen.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1763"}],"version-history":[{"count":10,"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/posts\/1763\/revisions"}],"predecessor-version":[{"id":1955,"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/posts\/1763\/revisions\/1955"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.rchen.top\/index.php?rest_route=\/wp\/v2\/media\/1959"}],"wp:attachment":[{"href":"https:\/\/www.rchen.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rchen.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rchen.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}