{"id":20052,"date":"2025-05-02T10:23:00","date_gmt":"2025-05-02T10:23:00","guid":{"rendered":"https:\/\/staging.appliedsmartfactory.com\/semiconductor-blog\/%semiconductor-blog-category%\/ai-and-cloud-integration-part-1\/"},"modified":"2026-01-19T20:58:20","modified_gmt":"2026-01-20T04:58:20","slug":"ai-and-cloud-integration-part-1","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/ai-and-cloud-integration-part-1\/","title":{"rendered":"AI \u4e0e\u4e91\u6280\u672f\u7684\u96c6\u6210\uff08\u4e0a\u7bc7\uff09"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20052\" class=\"elementor elementor-20052 elementor-18632\" data-elementor-post-type=\"blog\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ffb5e1d blog-btn-wrapper e-flex e-con-boxed e-con e-parent\" data-id=\"3ffb5e1d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-47d1867d previous-btn  e-con-full e-flex e-con e-child\" data-id=\"47d1867d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6411d017 e-con-full e-flex e-con e-child\" data-id=\"6411d017\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ccf9627 elementor-button-success elementor-align-right next-btn elementor-widget elementor-widget-button\" data-id=\"7ccf9627\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/ai-and-cloud-integration-part-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e0b\u7bc7\uff1aAI \u548c\u4e91\u6280\u672f\u7684\u96c6\u6210<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f7f86b2 e-flex e-con-boxed e-con e-parent\" data-id=\"7f7f86b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71bd33fc elementor-widget elementor-widget-heading\" data-id=\"71bd33fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5185\u5bb9\u6982\u89c8\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc2d642 elementor-list-item-link-inline smooth-sc elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"fc2d642\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index1\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u4e91\u7684\u5b9a\u4e49<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index2\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u79c1\u6709\u4e91\u4e0e\u516c\u6709\u4e91<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index3\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u5bb9\u5668\u5316\u53ca\u76f8\u5173\u6982\u5ff5<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index4\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u6210\u672c\u8003\u91cf\u56e0\u7d20<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index5\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u884c\u4e1a\u73b0\u72b6\u5206\u6790<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#index6\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u4e91\u4e0e AI \u90e8\u7f72<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79ebb59d e-flex e-con-boxed e-con e-parent\" data-id=\"79ebb59d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e750b0b elementor-widget elementor-widget-text-editor\" data-id=\"2e750b0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u5168\u7403\u4ea7\u54c1\u7ecf\u7406 Samantha Duchscherer \u4e0e\u4e91\u53ca AI\/ML \u7814\u53d1\u8d1f\u8d23\u4eba Emrah Zarifoglu\uff0c\u662f\u81f4\u529b\u4e8e\u5c06 AI \u6280\u672f\u5e94\u7528\u4e8e SmartFactory AI \u89e3\u51b3\u65b9\u6848\u7684\u81ea\u52a8\u5316\u4e13\u5bb6\u3002\u5728\u8fd9\u7bc7\u5206\u4e3a\u4e24\u90e8\u5206\u7684\u7cfb\u5217\u8bbf\u8c08\u4e2d\uff0c\u4ed6\u4eec\u5c06\u63a2\u8ba8\u4e91\u5728 AI \u8bad\u7ec3\u4e0e\u90e8\u7f72\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002\u7531\u4e8e\u5728\u5f53\u4eca\u6280\u672f\u73af\u5883\u4e2d\uff0c\u201c\u4e91\u201d\u7684\u6982\u5ff5\u5b58\u5728\u5e7f\u6cdb\u5dee\u5f02\uff0c\u4ed6\u4eec\u9996\u5148\u8ba8\u8bba\u4e86\u4ec0\u4e48\u662f\u4e91\uff0c\u4ee5\u53ca\u4f01\u4e1a\u5728\u5411\u4e91\u8fc1\u79fb\u8fc7\u7a0b\u4e2d\u6240\u9762\u4e34\u7684\u51b3\u7b56\u8003\u91cf\u3002\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68e2485a e-flex e-con-boxed e-con e-parent\" data-id=\"68e2485a\" data-element_type=\"container\" data-e-type=\"container\" id=\"index1\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b0841e9 elementor-widget elementor-widget-text-editor\" data-id=\"2b0841e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSam\uff1a\u6211\u60f3\u63a2\u8ba8 AI \u53ca\u5176\u4e0e\u4e91\u6280\u672f\u7684\u96c6\u6210\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u9996\u5148\u8981\u786e\u4fdd\u6211\u5bf9 \u201c\u4e91\u201d \u7684\u542b\u4e49\u6709\u4e00\u4e2a\u900f\u5f7b\u7684\u7406\u89e3\u3002\u60a8\u5982\u4f55\u5b9a\u4e49 \u201c\u4e91\u201d \uff1f\u5b83\u662f\u5426\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a \u201c\u4e00\u4e2a\u88c5\u6ee1\u670d\u52a1\u5668\u3001\u65e0\u9700\u9010\u53f0\u767b\u5f55\u5373\u53ef\u8c03\u7528\u7684\u6570\u636e\u4e2d\u5fc3\u201d \uff1f \n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ec0a000 elementor-widget elementor-widget-text-editor\" data-id=\"4ec0a000\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #c75000; font-weight: bold;\">Emrah<\/span>: \u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u8bf4\u662f\u7684\u3002\u80fd\u591f\u52a8\u6001\u9ad8\u6548\u5730\u6269\u5c55\u8d44\u6e90\u800c\u65e0\u9700\u9010\u53f0\u767b\u5f55\uff0c\u786e\u5b9e\u662f\u4e91\u7684\u4e00\u4e2a\u91cd\u8981\u7279\u6027\u3002\u4f46\u5b83\u4e0d\u4ec5\u4ec5\u662f\u88c5\u6ee1\u670d\u52a1\u5668\u7684\u6570\u636e\u4e2d\u5fc3\u3002 \u201c\u4e91\u201d\u66f4\u50cf\u662f\u4e00\u4e2a\u7edf\u79f0\uff0c\u8fd9\u4e2a\u672f\u8bed\u6db5\u76d6\u4e86\u591a\u79cd\u6280\u672f\uff0c\u8fd9\u4e9b\u6280\u672f\u63d0\u4f9b\u53ef\u6269\u5c55\u4e14\u7075\u6d3b\u7684\u7b97\u529b\u3001\u5b58\u50a8\u548c\u7f51\u7edc\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-297ad7af e-flex e-con-boxed e-con e-parent\" data-id=\"297ad7af\" data-element_type=\"container\" data-e-type=\"container\" id=\"index2\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-458ddc44 elementor-widget elementor-widget-text-editor\" data-id=\"458ddc44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSam: \u636e\u6211\u6240\u77e5\uff0c\u4e91\u670d\u52a1\u6709\u79c1\u6709\u4e91\u4e0e\u516c\u6709\u4e91\u7b49\u9009\u62e9\u3002\u60a8\u80fd\u89e3\u91ca\u4e00\u4e0b\u4e24\u8005\u4e4b\u95f4\u7684\u4e3b\u8981\u533a\u522b\u5417\uff1f\u4e00\u5bb6\u4f01\u4e1a\u5e94\u8be5\u5982\u4f55\u51b3\u5b9a\u4f7f\u7528\u54ea\u4e00\u79cd\u5462\uff1f\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13d895db elementor-widget elementor-widget-text-editor\" data-id=\"13d895db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #c75000; font-weight: bold;\">Emrah<\/span>: \u4e24\u8005\u7684\u672c\u8d28\u533a\u522b\u5728\u4e8e\u57fa\u7840\u8bbe\u65bd\u7684\u5f52\u5c5e\u6743\u3002\u516c\u6709\u4e91\u7684\u57fa\u7840\u8bbe\u65bd\u7531\u7b2c\u4e09\u65b9\u6301\u6709\uff0c\u5e76\u5411\u5ba2\u6237\u63d0\u4f9b\u670d\u52a1\u4e0e\u8d44\u6e90\u3002\u5176\u6280\u672f\u6807\u51c6\u5316\u7a0b\u5ea6\u9ad8\uff0c\u5bf9\u6280\u672f\u7ecf\u9a8c\u8f83\u5c11\u7684\u5ba2\u6237\u66f4\u4e3a\u53cb\u597d\u3002\u5982\u679c\u6ca1\u6709\u7279\u6b8a\u987e\u8651\uff0c\u516c\u6709\u4e91\u662f\u5f88\u597d\u7684\u9009\u62e9\uff0c\u5f88\u591a\u4f01\u4e1a\u5bf9\u6b64\u611f\u5230\u6ee1\u610f\u3002<\/p><p>\u4e0d\u8fc7\uff0c\u5f53\u6d89\u53ca\u5b9a\u5236\u5316\u9700\u6c42\u6216\u9700\u8981\u4f7f\u7528\u7279\u5b9a\u6280\u672f\u65f6\uff0c\u516c\u6709\u4e91\u53ef\u80fd\u4f1a\u5e26\u6765\u6311\u6218\u3002\u82e5\u9700\u8981\u7075\u6d3b\u6027\u6280\u672f\u65f6\uff0c\u5bb9\u5668\u5316\u3001\u53ef\u8fc1\u79fb\u7684\u6280\u672f\u65b9\u6848\u66f4\u4e3a\u5408\u9002\u3002\u6211\u7684\u5efa\u8bae\u662f\u5728\u672c\u5730\u90e8\u7f72\u79c1\u6709\u4e91\uff0c\u8fd9\u6837\u5c31\u80fd\u901a\u8fc7\u5bb9\u5668\u5316\u548c Kubernetes \u6765\u7f16\u6392\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u914d\u7f6e\u4f60\u7684\u5de5\u4f5c\u3002<\/p><p>\u53ea\u8981\u786e\u4fdd\u4e91\u7aef\u4e0e\u672c\u5730\u57fa\u7840\u8bbe\u65bd\u4e4b\u95f4\u7684\u901a\u4fe1\u7545\u901a\uff0c\u9009\u62e9\u79c1\u6709\u4e91\u8fd8\u662f\u516c\u6709\u4e91\u66f4\u591a\u662f\u4f01\u4e1a\u504f\u597d\u7684\u95ee\u9898\u3002\u5173\u952e\u8003\u91cf\u5728\u4e8e\uff1a\u662f\u5e0c\u671b\u81ea\u4e3b\u638c\u63a7\u57fa\u7840\u8bbe\u65bd\u53ca\u627f\u62c5\u76f8\u5e94\u8d23\u4efb\uff0c\u8fd8\u662f\u9009\u62e9\u5916\u5305\u4ee5\u4e13\u6ce8\u4e8e\u6838\u5fc3\u4e1a\u52a1\u3002\u6700\u7ec8\u51b3\u7b56\u5e94\u5f53\u57fa\u4e8e\u5de5\u5382\u7684\u5177\u4f53\u9700\u6c42\u548c\u4f7f\u7528\u573a\u666f\u6765\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fa13265 e-flex e-con-boxed e-con e-parent\" data-id=\"3fa13265\" data-element_type=\"container\" data-e-type=\"container\" id=\"index3\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31069e9d elementor-widget elementor-widget-text-editor\" data-id=\"31069e9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSam\uff1a\u8bf4\u5230\u4e91\uff0c\u50cf\u5bb9\u5668\u5316\u3001Docker\u3001Kubernetes \u548c Helm \u56fe\u8868\u8fd9\u4e9b\u65b0\u672f\u8bed\u8be5\u5982\u4f55\u7406\u89e3\uff1f\u60a8\u4f1a\u5982\u4f55\u7cfb\u7edf\u9610\u8ff0\u8fd9\u4e9b\u6280\u672f\uff1f\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78f778ca elementor-widget elementor-widget-text-editor\" data-id=\"78f778ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #c75000; font-weight: bold;\">Emrah<\/span>: \u6211\u4eec\u73b0\u5728\u6240\u7406\u89e3\u7684\u4e91\uff0c\u5927\u591a\u6e90\u81ea2000\u5e74\u4ee3\u521d\u7684\u4e91\u8ba1\u7b97\u9769\u547d\uff0c\u90a3\u65f6\u5f15\u5165\u4e86\u4f5c\u4e3a\u7269\u7406\u673a\u865a\u62df\u5316\u4ee3\u8868\u7684\u865a\u62df\u673a\u6280\u672f\u3002<\/p><p>\u5bb9\u5668\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u7684\u865a\u62df\u673a\uff0c\u800c\u5bb9\u5668\u5316\u5219\u662f\u5c06\u5e94\u7528\u7a0b\u5e8f\u53ca\u5176\u4f9d\u8d56\u9879\u6253\u5305\u6210\u72ec\u7acb\u5355\u5143\u7684\u65b9\u6cd5\u3002Docker\u3001Kubernetes \u548c Helm \u56fe\u8868\u90fd\u5c5e\u4e8e\u5bb9\u5668\u7ba1\u7406\u5de5\u5177\u3002<\/p><p>Docker \u662f\u6700\u5e38\u89c1\u7684\u5bb9\u5668\u5316\u5e73\u53f0\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u6d41\u7a0b\u5b9e\u73b0\u5bb9\u5668\u5c01\u88c5\u3002\u5728\u5f00\u53d1\u9636\u6bb5\u5c31\u4f1a\u7528\u5230\u5bb9\u5668\u5316\u548c Docker \u5de5\u5177\u3002<\/p><p>\u800c Kubernetes \u548c Helm \u56fe\u8868\u5219\u7528\u4e8e\u90e8\u7f72\u9636\u6bb5\u7684\u5927\u89c4\u6a21\u7ba1\u7406\u3002Kubernetes \u672c\u8d28\u4e0a\u662f\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7684\u7f16\u6392\u5de5\u5177\uff0cHelm \u56fe\u8868\u5219\u662f\u9884\u914d\u7f6e\u7684 Kubernetes \u8d44\u6e90\u5305\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1798ac8d e-flex e-con-boxed e-con e-parent\" data-id=\"1798ac8d\" data-element_type=\"container\" data-e-type=\"container\" id=\"index4\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f5ffd38 elementor-widget elementor-widget-text-editor\" data-id=\"2f5ffd38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSam: \u6211\u5f88\u597d\u5947\uff0c\u4f01\u4e1a\u5728\u51b3\u5b9a\u4e91\u57fa\u7840\u8bbe\u65bd\u65f6\u662f\u5426\u6709\u660e\u786e\u7684\u8bc4\u4f30\u6807\u51c6\uff1f\u8fd8\u662f\u5b8c\u5168\u53d6\u51b3\u4e8e\u5177\u4f53\u60c5\u51b5\u548c\u5b9e\u9645\u9700\u6c42\uff1f\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67ff29ef elementor-widget elementor-widget-text-editor\" data-id=\"67ff29ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #c75000; font-weight: bold;\">Emrah<\/span>: \u6210\u672c\u662f\u5173\u952e\u8003\u91cf\u56e0\u7d20\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5982\u679c\u4f01\u4e1a\u5df2\u62e5\u6709\u5269\u4f59\u5bff\u547d5-10\u5e74\u7684\u670d\u52a1\u5668\u57fa\u7840\u8bbe\u65bd\uff0c\u53ef\u80fd\u672a\u6765\u4e94\u5e74\u5185\u90fd\u4e0d\u613f\u4e3a\u65b0\u6280\u672f\u8ffd\u52a0\u6295\u8d44\u3002\u9664\u975e\u4e91\u89e3\u51b3\u65b9\u6848\u5728\u6269\u5c55\u6027\u6216\u7075\u6d3b\u6027\u7b49\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u5426\u5219\u4e0d\u4f1a\u8f7b\u6613\u8fc1\u79fb\u3002\u4f46\u6700\u7ec8\u8fd8\u662f\u53d6\u51b3\u4e8e\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u3002<\/p><p>\u6bd4\u5982\u8fd0\u884c GPU \u5bc6\u96c6\u578b\u5e94\u7528\u65f6\uff0c\u91c7\u7528\u672c\u5730\u90e8\u7f72\u65b9\u6848\u901a\u5e38\u6bd4\u4e91\u89e3\u51b3\u65b9\u6848\u66f4\u7ecf\u6d4e\uff0c\u56e0\u4e3a\u4e91\u7aef GPU \u8fd0\u7b97\u6210\u672c\u6781\u9ad8\u3002\u5982\u679c\u9700\u8981\u957f\u671f\u6301\u7eed\u4f7f\u7528 GPU \u8d44\u6e90\uff0c\u81ea\u5efa\u6216\u79df\u8d41\u4e13\u7528 GPU \u6570\u636e\u4e2d\u5fc3\u7684\u6210\u672c\u53ef\u80fd\u4ec5\u4e3a\u4e91\u7aef\u7684\u4e00\u534a\u3002\u8fd9\u7c7b\u60c5\u51b5\u5e38\u89c1\u4e8e\u8bad\u7ec3\u5927\u9884\u8a00\u6a21\u578b (LLM) \u7b49 AI \u516c\u53f8\uff0c\u4ed6\u4eec\u901a\u5e38\u4f1a\u81ea\u5efa\u6216\u79df\u7528\u4e13\u7528\u6570\u636e\u4e2d\u5fc3\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6097318b e-flex e-con-boxed e-con e-parent\" data-id=\"6097318b\" data-element_type=\"container\" data-e-type=\"container\" id=\"index5\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a4f7089 elementor-widget elementor-widget-text-editor\" data-id=\"4a4f7089\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sam: \u6700\u540e\uff0c\u5728\u7ed3\u675f\u8fd9\u6bb5\u7b80\u77ed\u4f46\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\u5bf9\u8bdd\uff0c\u5e76\u4e3a\u63a5\u4e0b\u6765\u7684\u8ba8\u8bba\u505a\u4e2a\u94fa\u57ab\u2014\u2014\u6211\u5f88\u597d\u5947\u60a8\u5982\u4f55\u770b\u5f85\u5f53\u524d\u884c\u4e1a\u53d1\u5c55\u73b0\u72b6\uff1f\u6211\u4eec\u66f4\u63a5\u8fd1 \u201cAI \u65e0\u6cd5\u72ec\u7acb\u5b9e\u73b0\u201d \u7684\u89c2\u70b9\uff0c\u8fd8\u662f\u5904\u4e8e \u201cAI \u7206\u53d1\u5df2\u81f3\uff0c\u4f46\u4e91\u6280\u672f\u5c1a\u672a\u5c31\u7eea\u201d \u7684\u9636\u6bb5\uff1f<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-212c2e3b elementor-widget elementor-widget-text-editor\" data-id=\"212c2e3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #c75000; font-weight: bold;\">Emrah<\/span>: \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u660e\u786e \u201cAI \u7206\u53d1\u201d \u7684\u5177\u4f53\u542b\u4e49\u3002\u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u4f46\u8fd9\u4e9b\u8fdb\u5c55\u4e3b\u8981\u4f9d\u8d56 GPU \u7b49\u73b0\u6709\u6280\u672f\u7684\u89c4\u6a21\u5316\u5e94\u7528\uff0c\u800c\u8fd9\u4e0d\u4e00\u5b9a\u4e0e\u4e91\u6280\u672f\u76f4\u63a5\u76f8\u5173\u3002<\/p><p>\u5f53\u6211\u4eec\u8ba8\u8bba AI \u8bad\u7ec3\u6280\u672f\u7684\u9769\u547d\u6027\u53d8\u9769\uff08\u5982 Transformer \u67b6\u6784\u7684\u51fa\u73b0\uff09\u65f6\uff0c\u5176\u5b9e\u662f\u5728\u65e2\u6709\u6a21\u578b\u7406\u89e3\u4e0a\u7684\u6f14\u8fdb\u3002\u8fd9\u5bfc\u81f4\u5bf9\u7b97\u529b\u8d44\u6e90\u7684\u5de8\u5927\u9700\u6c42\uff0c\u800c\u5f53\u524d GPU \u4f9b\u7ed9\u6b63\u6ee1\u8db3\u8fd9\u4e00\u9700\u6c42\u3002\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0c\u4e91\u5e76\u975e\u74f6\u9888\uff0c\u771f\u6b63\u5173\u952e\u7684\u662f GPU \u7b49\u5e95\u5c42\u6280\u672f\u3002<\/p><p>\u4e0d\u8fc7\uff0c\u5982\u679c\u51fa\u73b0 AI \u4e0d\u518d\u4f9d\u8d56 GPU \u6216\u91c7\u7528\u65b0\u578b\u8ba1\u7b97\u5de5\u5177\u7684\u8f6c\u6298\u70b9\uff0c\u4e91\u5c31\u9700\u8981\u9002\u914d\u65b0\u6280\u672f\u3002\u5c4a\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u6574\u5408\u5168\u7403\u4e92\u8054\u8d44\u6e90\u6765\u4f18\u5316\u8bad\u7ec3\u6d41\u7a0b\u3002<\/p><p>\u4e91\u53ef\u80fd\u9700\u8981\u53d1\u5c55\u7684\u53e6\u4e00\u4e2a\u9886\u57df\u662fKubernetes\u3002\u867d\u7136 Kubernetes \u53ef\u4e0e GPU \u534f\u540c\u5de5\u4f5c\uff0c\u4f46\u5bf9\u5927\u89c4\u6a21 AI \u8bad\u7ec3\u7684\u6548\u7387\u4ecd\u4e0d\u7406\u60f3\u3002\u56e0\u6b64\u8bb8\u591a\u91cd\u8981 AI \u8bad\u7ec3\u4efb\u52a1\u4ecd\u91c7\u7528\u975e Kubernetes \u90e8\u7f72\u65b9\u5f0f\u3002\u5c31\u8fd9\u70b9\u800c\u8a00\uff0c\u4e91\u6280\u672f\u786e\u5b9e\u9700\u8981\u8fdb\u5316\uff0c\u4f46\u5728\u5176\u4ed6\u9886\u57df\u5219\u662f\u53e6\u4e00\u56de\u4e8b\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-26569e97 e-flex e-con-boxed e-con e-parent\" data-id=\"26569e97\" data-element_type=\"container\" data-e-type=\"container\" id=\"index6\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c583a2a elementor-widget elementor-widget-heading\" data-id=\"6c583a2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u4e91\u4e0e AI \u90e8\u7f72\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a2d71f3 elementor-widget elementor-widget-text-editor\" data-id=\"3a2d71f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u65e0\u8bba\u662f\u516c\u6709\u4e91\u8fd8\u662f\u79c1\u6709\u4e91\uff0c\u4e91\u57fa\u7840\u8bbe\u65bd\u5bf9\u9700\u8981\u5904\u7406\u6d77\u91cf\u6570\u636e\u7684\u4f01\u4e1a\u90fd\u81f3\u5173\u91cd\u8981\u3002\u968f\u7740 AI \u90e8\u7f72\u89c4\u6a21\u6269\u5927\uff0c\u5e02\u573a\u5bf9\u7b97\u529b (\u5305\u62ec GPU) \u7684\u9700\u6c42\u6fc0\u589e\uff0c\u8fd9\u4e00\u8d8b\u52bf\u5c24\u4e3a\u660e\u663e\u3002\u5728\u4e0b\u4e00\u7bc7\u535a\u5ba2\u4e2d\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u4e91\u4e0e AI \u6280\u672f\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6aed9d32 e-flex e-con-boxed e-con e-parent\" data-id=\"6aed9d32\" data-element_type=\"container\" data-e-type=\"container\" id=\"authorbio\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33af6f80 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"33af6f80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bff057f elementor-widget elementor-widget-heading\" data-id=\"1bff057f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f5c\u8005\u7b80\u4ecb\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61aceb47 elementor-author-box--layout-image-left elementor-author-box--align-left elementor-widget elementor-widget-author-box\" data-id=\"61aceb47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2023\/10\/samantha.jpg\" alt=\"Picture of Samantha Duchscherer, \u5168\u7403\u4ea7\u54c1\u7ecf\u7406\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<div class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tSamantha Duchscherer, \u5168\u7403\u4ea7\u54c1\u7ecf\u7406\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>Samantha \u662f SmartFactory AI\u2122 Productivity\u3001Simulation AutoSched\u2122 \u548c Simulation AutoMod\u2122\u7684\u5168\u7403\u4ea7\u54c1\u7ecf\u7406\u3002\u5728\u52a0\u5165\u5e94\u7528\u6750\u6599\u516c\u53f8\u81ea\u52a8\u5316\u4ea7\u54c1\u4e8b\u4e1a\u90e8\u4e4b\u524d\uff0c\u5979\u66fe\u62c5\u4efb\u535a\u4e16\u5de5\u4e1a4.0\u9879\u76ee\u7ecf\u7406\uff0c\u5e76\u66fe\u4efb\u6570\u636e\u79d1\u5b66\u5bb6\u4e00\u804c\u3002\u65e9\u671f\u5979\u8fd8\u66fe\u4f5c\u4e3a\u7814\u7a76\u52a9\u7406\u4efb\u804c\u4e8e\u6a61\u6811\u5cad\u56fd\u5bb6\u5b9e\u9a8c\u5ba4\u5730\u7406\u4fe1\u606f\u79d1\u5b66\u4e0e\u6280\u672f\u7ec4\u3002Samantha \u6301\u6709\u7530\u7eb3\u897f\u5927\u5b66\u8bfa\u514b\u65af\u7ef4\u5c14\u5206\u6821\u6570\u5b66\u7855\u58eb\u5b66\u4f4d\uff0c\u4ee5\u53ca\u5317\u4e54\u6cbb\u4e9a\u5927\u5b66\u8fbe\u6d1b\u5c3c\u52a0\u5206\u6821\u6570\u5b66\u5b66\u58eb\u5b66\u4f4d\u3002<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31fe5201 elementor-author-box--layout-image-left elementor-author-box--align-left elementor-widget elementor-widget-author-box\" data-id=\"31fe5201\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2025\/05\/emrah.jpg\" alt=\"Picture of  Emrah Zarifoglu \u535a\u58eb\uff0c\u4e91\u4e0e AI\/ML \u7814\u53d1\u8d1f\u8d23\u4eba\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<div class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\t Emrah Zarifoglu \u535a\u58eb\uff0c\u4e91\u4e0e AI\/ML \u7814\u53d1\u8d1f\u8d23\u4eba\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>Emrah\u5e26\u9886\u56e2\u961f\u4e3a\u534a\u5bfc\u4f53\u5236\u9020\u5546\u63d0\u4f9b AI\/ML \u89e3\u51b3\u65b9\u6848\u53ca\u81ea\u52a8\u5316\u8f6f\u4ef6\u4ea7\u54c1\u7684\u4e91\u8f6c\u578b\u670d\u52a1\u3002\u4ed6\u662f SaaS \u5e94\u7528\u5f00\u53d1\u3001\u4e91\u8f6c\u578b\u5b9e\u8df5\u4ee5\u53ca\u4e91\u8ba1\u7b97\u4f18\u5316\u4e0e\u5206\u6790\u6846\u67b6\u6784\u5efa\u9886\u57df\u7684\u5148\u9a71\uff0c\u62e5\u6709\u534a\u5bfc\u4f53\u5236\u9020\u3001\u4e91\u5206\u6790\u548c\u96f6\u552e\u79d1\u5b66\u9886\u57df\u7684\u591a\u9879\u4e13\u5229\uff0c\u5e76\u5728\u534a\u5bfc\u4f53\u6392\u7a0b\u4e0e\u89c4\u5212\u9886\u57df\u62e5\u6709\u4e30\u5bcc\u7684\u7814\u7a76\u7ecf\u9a8c\u3002\u4ed6\u7684\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728 IEEE \u548c INFORMS \u7b49\u56fd\u9645\u671f\u520a\uff0c\u5e76\u5728 IERC \u548c INFORMS 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