{"id":20067,"date":"2025-05-02T10:00:30","date_gmt":"2025-05-02T10:00:30","guid":{"rendered":"https:\/\/staging.appliedsmartfactory.com\/semiconductor-blog\/%semiconductor-blog-category%\/ai-and-cloud-integration-part-2\/"},"modified":"2026-02-03T21:24:22","modified_gmt":"2026-02-04T05:24:22","slug":"ai-and-cloud-integration-part-2","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/ai-and-cloud-integration-part-2\/","title":{"rendered":"AI \u4e0e\u4e91\u6280\u672f\u7684\u96c6\u6210\uff08\u4e0b\u7bc7\uff09"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20067\" class=\"elementor elementor-20067 elementor-18650\" 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 class=\"elementor-element elementor-element-7ccf9627 elementor-button-success elementor-align-left 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-1\/\">\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-left\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e0a\u7bc7\uff1aAI \u4e0e\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<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>\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\">AI \u90e8\u7f72\u7684\u9636\u6bb5\u89c4\u5212<\/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\">\u6570\u636e\u540c\u6b65\u7b56\u7565<\/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\">AI \u8d44\u6e90\u8fc1\u79fb\u8def\u5f84<\/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\">\u8fb9\u7f18\u8ba1\u7b97\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\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\">\u4e91\u7aef\u73af\u5883\u4e3a AI \u5f00\u53d1\u8005\u5e26\u6765\u7684\u4f18\u52bf<\/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\u7406Samantha Duchscherer \u4e0e\u4e91\u53caAI\/ML\u7814\u53d1\u8d1f\u8d23\u4ebaEmrah 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\u7684\u9996\u7bc7\u4e2d\uff0c\u4ed6\u4eec\u754c\u5b9a\u4e86\u4e91\u7684\u5b9a\u4e49\uff0c\u5e76\u63a2\u8ba8\u4e86\u4f01\u4e1a\u4e0a\u4e91\u7684\u51b3\u7b56\u6d41\u7a0b\u3002\u968f\u7740 AI \u6b63\u5728\u53d8\u9769\u5404\u884c\u5404\u4e1a\uff0c\u7406\u89e3\u5176\u4e0e\u4e91\u6280\u672f\u7684\u5173\u7cfb\u53d8\u5f97\u81f3\u5173\u91cd\u8981\uff1b\u5728\u7b2c\u4e8c\u7bc7\u8ba8\u8bba\u4e2d\uff0c\u4ed6\u4eec\u5c06\u6df1\u5165\u5206\u6790\u5411\u4e91\u7aef\u8fc1\u79fb\u5c06\u5982\u4f55\u5f71\u54cd AI \u6a21\u578b\u7684\u90e8\u7f72\u3002\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\t<p>Sam\uff1a\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cb\u5c06 AI \u7eb3\u5165\u8ba8\u8bba\u4e86\uff0c\u8fd9\u8ba9\u6211\u975e\u5e38\u5174\u594b\u3002\u9996\u5148\u8c08\u8c08 AI \u90e8\u7f72\u7684\u4e0d\u540c\u9636\u6bb5\u3002<\/p><p>\u6211\u8ba4\u4e3a AI \u90e8\u7f72\u4e3b\u8981\u5206\u4e3a\u4e09\u4e2a\u9636\u6bb5\uff1a\u6570\u636e\u51c6\u5907\u3001\u6a21\u578b\u5f00\u53d1\u548c\u6a21\u578b\u90e8\u7f72\u3002\u7ed3\u5408\u6211\u4eec\u4e4b\u524d\u8ba8\u8bba\u7684\u672f\u8bed<br \/>\u3010<a style=\"text-decoration: underline;\" href=\"\/zh-hans\/semiconductor-blog\/ai-ml\/ai-and-cloud-integration-part-1\/\">\u53c2\u89c1\u4e0a\u7bc7<\/a>\u3011\uff0c\u8fd9\u4e9b\u672f\u8bed\u4e0e AI \u90e8\u7f72\u7684\u4e0d\u540c\u9636\u6bb5\u6709\u4f55\u5173\u8054\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-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>: \u5b9e\u9645\u4e0a\uff0cAI \u90e8\u7f72\u7684\u6240\u6709\u9636\u6bb5\u90fd\u53ef\u4ee5\u901a\u8fc7 Docker \u5bb9\u5668\u5b8c\u6210\u3002\u5982\u679c\u662f\u751f\u4ea7\u7ea7\u90e8\u7f72\uff0c\u5c31\u5e94\u8be5\u4f7f\u7528 Kubernetes\uff0c\u6216\u8005\u66f4\u7406\u60f3\u7684\u60c5\u51b5\u662f\u901a\u8fc7 Helm \u56fe\u8868\u8fdb\u884c\u914d\u7f6e\u3002\u8fd9\u662f\u6211\u4eec\u5728\u8fdb\u884c\u4ea7\u54c1\u7814\u53d1\u548c\u56e2\u961f\u5408\u4f5c\u65f6\u9075\u5faa\u7684\u65b9\u6cd5\uff0c\u4ee3\u8868\u4e86\u4e1a\u5185\u5e7f\u6cdb\u8ba4\u53ef\u7684\u6700\u4f73\u5b9e\u8df5\u3002\u4e0d\u8fc7\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u4e9b\u5e76\u975e\u552f\u4e00\u53ef\u884c\u65b9\u6848\u3002<\/p><p>\u5728\u51b3\u5b9a\u5c06 AI \u7684\u54ea\u4e9b\u7ec4\u4ef6\u6216\u9636\u6bb5\u8fc1\u79fb\u5230\u4e91\u7aef\u65f6\uff0c\u9700\u8981\u8003\u8651\u53ef\u6269\u5c55\u6027\u3001\u7075\u6d3b\u6027\u548c\u8d44\u6e90\u5229\u7528\u7387\u5728\u54ea\u4e9b\u73af\u8282\u6700\u5177\u4ef7\u503c\u3002\u4f8b\u5982\uff0c\u6570\u636e\u6d41\u5e9e\u5927\u4e14\u9700\u8981\u5927\u91cf\u9884\u5904\u7406\u7684\u5de5\u4f5c\u8d1f\u8f7d\u80fd\u6781\u5927\u53d7\u76ca\u4e8e\u4e91\u7684\u6269\u5c55\u80fd\u529b\u3002\u6a21\u578b\u7684\u53cd\u590d\u8bad\u7ec3\u548c\u8bc4\u4f30\u8fc7\u7a0b\u540c\u6837\u80fd\u4ece\u4e2d\u83b7\u76ca\u3002\u5728\u90e8\u7f72\u671f\u95f4\uff0c\u4e91\u80fd\u63d0\u4f9b\u5fc5\u8981\u7684\u53ef\u89c6\u5316\u7ba1\u7406\u80fd\u529b\u3002<\/p><p>\u5f52\u6839\u7ed3\u5e95\uff0c\u5728\u9700\u8981\u9ad8\u5ea6\u53ef\u6269\u5c55\u6027\u548c\u7075\u6d3b\u6027\u7684 AI \u5e94\u7528\u573a\u666f\u4e2d\uff0c\u4e91\u80fd\u5e26\u6765\u6700\u663e\u8457\u7684\u4f18\u52bf\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\uff1a\u786e\u5b9e\uff0c\u5c06\u90e8\u5206\u8fc1\u79fb\u81f3\u4e91\u7aef\u800c\u4fdd\u7559\u5176\u4ed6\u90e8\u5206\u5728\u672c\u5730\u662f\u5408\u7406\u7684\u65b9\u6848\u3002\u4f46\u5728 AI \u6570\u636e\u51c6\u5907\u9636\u6bb5\u8be5\u5982\u4f55\u5b9e\u65bd\uff1f\u6211\u4eec\u5982\u4f55\u89e3\u51b3\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u540c\u6b65\u6570\u636e\u548c\u6784\u5efa\u7ba1\u9053\u7684\u6311\u6218\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>: \u65e0\u8bba\u662f\u6570\u636e\u8fd8\u662f\u5e94\u7528\uff0c\u5927\u591a\u6570\u4f01\u4e1a\u5b9e\u9645\u4e0a\u5df2\u7ecf\u5728\u91c7\u7528\u6df7\u5408\u4e91\u6a21\u5f0f\u2014\u2014\u90e8\u5206\u6570\u636e\u548c\u5e94\u7528\u90e8\u7f72\u5728\u4e91\u7aef\uff0c\u5176\u4f59\u5219\u4fdd\u7559\u5728\u672c\u5730\u3002\u7531\u4e8e\u6280\u672f\u548c\u4f4d\u7f6e\u5dee\u5f02\uff0c\u8981\u5b9e\u73b0\u6570\u636e\u540c\u6b65\u5e76\u6784\u5efa\u7edf\u4e00\u7ba1\u9053\u59cb\u7ec8\u5b58\u5728\u6311\u6218\u3002\u867d\u7136\u5c06\u6240\u6709\u6570\u636e\u8fc1\u79fb\u81f3\u4e00\u4e2a\u4e91\u770b\u4f3c\u7b80\u5355\uff0c\u4f46\u8fd9\u5f80\u5f80\u4e0d\u5207\u5b9e\u9645\u3002\u66f4\u52a1\u5b9e\u7684\u505a\u6cd5\u662f\uff0c\u6211\u4eec\u9700\u8981\u505a\u597d\u5728\u6df7\u5408\u73af\u5883\u4e2d\u8fd0\u4f5c\u7684\u51c6\u5907\uff0c\u5e76\u89e3\u51b3\u968f\u4e4b\u800c\u6765\u7684\u96be\u9898\u3002<\/p><p>\u5728\u8fd9\u79cd\u6df7\u5408\u73af\u5883\u4e2d\uff0c\u6700\u5927\u7684\u6311\u6218\u4e4b\u4e00\u662f\u4fdd\u969c\u6570\u636e\u5b89\u5168\uff0c\u9632\u8303\u6076\u610f\u8bbf\u95ee\u3002\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0c\u4e3b\u8981\u98ce\u9669\u70b9\u5e76\u975e\u57fa\u7840\u8bbe\u65bd\u672c\u8eab\uff0c\u800c\u662f\u7f51\u7edc\u5c42\u9762\u7684\u5b89\u5168\u9690\u60a3\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u7f51\u7edc\u8db3\u591f\u5b89\u5168\uff0c\u90a3\u4e48\u5404\u79cd\u6280\u672f\u7684\u540c\u6b65\u95ee\u9898\u5c31\u53ef\u80fd\u6210\u4e3a\u53e6\u4e00\u4e2a\u6311\u6218\u3002<\/p><p>\u5c3d\u7ba1\u5c06\u6240\u6709\u8d44\u6e90\u96c6\u4e2d\u90e8\u7f72\u662f\u7406\u60f3\u72b6\u6001\uff0c\u4f46\u6211\u4eec\u4e0d\u4f1a\u5f3a\u5236\u5ba2\u6237\u91c7\u7528\u8fd9\u79cd\u65b9\u6848\uff0c\u800c\u662f\u5e2e\u52a9\u4ed6\u4eec\u5efa\u7acb\u8db3\u591f\u7684\u80fd\u529b\u548c\u4fe1\u5fc3\uff0c\u4f7f\u5176\u80fd\u591f\u4ece\u5bb9\u7ba1\u7406\u6240\u4f9d\u8d56\u7684\u73af\u5883\uff08\u65e0\u8bba\u662f\u7eaf\u4e91\u8fd8\u662f\u6df7\u5408\u67b6\u6784)\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: \u5c06\u8bdd\u9898\u4ece AI \u9636\u6bb5\u8f6c\u79fb\u5230 AI \u8d44\u6e90\uff0c\u6211\u8ba4\u4e3a\u8d44\u6e90\u65b9\u9762\u4e5f\u5b58\u5728\u8f6c\u578b\u8fc7\u7a0b\u3002\u5bf9\u4e8e\u5df2\u7ecf\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528 AI \u7684\u5ba2\u6237\u800c\u8a00\uff0c\u8fc1\u79fb\u5230\u4e91\u4f1a\u5982\u4f55\u5f71\u54cd\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u5de5\u4e1a\u5de5\u7a0b\u5e08\u7684\u804c\u8d23\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>: \u5f71\u54cd\u7684\u7a0b\u5ea6\u53d6\u51b3\u4e8e\u4ed6\u4eec\u7684\u4f7f\u7528\u60c5\u51b5\u4ee5\u53ca\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u8fde\u63a5\u7a0b\u5ea6\u3002\u6570\u636e\u5de5\u7a0b\u5e08\u662f\u6700\u63a5\u8fd1\u57fa\u7840\u8bbe\u65bd\u7684\u7fa4\u4f53\uff0c\u4ed6\u4eec\u4f7f\u7528\u7684\u5de5\u5177\u76f4\u63a5\u53d7\u5230\u57fa\u7840\u8bbe\u65bd\u76f8\u5173\u6280\u672f\u9009\u62e9\u7684\u5f71\u54cd\u3002\u4ed6\u4eec\u9700\u8981\u80fd\u5728\u4efb\u4f55\u73af\u5883\u4e2d\u4f7f\u7528\u4e3a\u5176\u9009\u5b9a\u7684\u6280\u672f\u8fdb\u884c\u64cd\u4f5c\u3002<\/p><p>\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u662f\u5426\u53d7\u5f71\u54cd\u5219\u4e0d\u786e\u5b9a\u3002\u4ed6\u4eec\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u63a5\u8fd1\u7a0b\u5ea6\u53d6\u51b3\u4e8e\u6240\u7528\u5de5\u5177\u53ca\u5176\u4f7f\u7528\u65b9\u5f0f\u3002<\/p><p>\u5de5\u4e1a\u5de5\u7a0b\u5e08\u4f5c\u4e3a\u6700\u7ec8\u7528\u6237\uff0c\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u5173\u8054\u6700\u5f31\u3002\u4ed6\u4eec\u4f7f\u7528\u7684\u5e94\u7528\u7a0b\u5e8f\u5373\u4fbf\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u53d1\u751f\u53d8\u5316\uff0c\u5f88\u53ef\u80fd\u4e5f\u6d51\u7136\u4e0d\u89c9\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\u8fd8\u80fd\u518d\u95ee\u4e00\u767e\u4e2a\u95ee\u9898\uff0c\u4f46\u4e3a\u4e86\u7b80\u77ed\u8d77\u89c1\uff0c\u6700\u540e\u6211\u60f3\u4ee5\u4e00\u4e2a\u8d28\u7591\u6027\u7684\u95ee\u9898\u7ed3\u675f\u3002\u5bf9\u4e8e\u90a3\u4e9b\u8ba4\u4e3a\u5ef6\u8fdf\u662f\u4e91\u7aef AI \u5e94\u7528\u91cd\u5927\u7f3a\u9677\u7684\u6279\u8bc4\u8005\uff0c\u5c24\u5176\u662f\u5728\u67d0\u4e9b\u9700\u8981\u5b9e\u65f6\u51b3\u7b56\u7684 AI \u7528\u4f8b\u4e2d\uff0c\u60a8\u4f1a\u5982\u4f55\u56de\u5e94\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>: \u8fd9\u4e2a\u95ee\u9898\u53ef\u4ee5\u901a\u8fc7\u8fb9\u7f18\u8ba1\u7b97 (Edge Computing) \u8fd9\u79cd\u6df7\u5408\u67b6\u6784\u6765\u89e3\u51b3\u3002\u867d\u7136\u8fb9\u7f18\u8ba1\u7b97\u4ecd\u7136\u5728\u672c\u5730\u8fd0\u884c\uff0c\u4f46\u5b83\u5229\u7528\u4e91\u6280\u672f\u6765\u7f13\u89e3\u5ef6\u8fdf\u95ee\u9898\u3002\u4f01\u4e1a\u53ef\u4ee5\u81ea\u4e3b\u51b3\u5b9a\u54ea\u4e9b\u7ec4\u4ef6\u5728\u4e91\u7aef\u8fd0\u884c\uff0c\u54ea\u4e9b\u7ec4\u4ef6\u5728\u8fb9\u7f18\u7aef\u8fd0\u884c\u3002\u53ea\u8981\u4e8c\u8005\u4e4b\u95f4\u5b9e\u73b0\u65e0\u7f1d\u96c6\u6210\uff0c\u5ef6\u8fdf\u95ee\u9898\u5c31\u80fd\u964d\u5230\u6700\u4f4e\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=\"index5\">\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\u7aef\u73af\u5883\u4e3a AI \u5f00\u53d1\u8005\u5e26\u6765\u7684\u4f18\u52bf\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>\u6b63\u5982\u6211\u4eec\u6b64\u524d\u8ba8\u8bba\u7684\uff0c\u9009\u62e9\u4e91\u7aef\u8fd8\u662f\u672c\u5730\u57fa\u7840\u5efa\u8bbe\uff0c\u901a\u5e38\u53d6\u51b3\u4e8e\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u6210\u672c\u6548\u76ca\u7684\u9700\u6c42\u3002\u7136\u800c\uff0c\u4e91\u7aef\u73af\u5883\u7684\u9009\u7528\u4e5f\u6df1\u53d7\u6570\u636e\u9700\u6c42\u7684\u5f71\u54cd\u3002\u5728\u5904\u7406\u6d77\u91cf\u6570\u636e\uff08\u65e0\u8bba\u662f\u516c\u5171\u8fd8\u662f\u79c1\u6709\u6570\u636e\uff09\u65f6\uff0c\u4e91\u6280\u672f\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u662f\u56e0\u4e3a\u5bb9\u5668\u5316\u548c Kubernetes \u7b49\u5de5\u5177\u80fd\u7b80\u5316\u4efb\u52a1\u6d41\u7a0b\uff0c\u4f7f AI \u5f00\u53d1\u8005\u80fd\u66f4\u4e13\u6ce8\u4e8e\u5f00\u53d1\uff0c\u800c\u975e\u6570\u636e\u7ba1\u7406\u548c\u57fa\u7840\u8bbe\u65bd\u914d\u7f6e\u3002\u4e91\u63d0\u4f9b\u591a\u91cd\u4f18\u52bf\uff0c\u4f7f\u5176\u6210\u4e3a AI \u5f00\u53d1\u4eba\u5458\u66f4\u7406\u60f3\u7684\u5de5\u4f5c\u73af\u5883\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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