{"id":20909,"date":"2026-05-14T06:26:03","date_gmt":"2026-05-14T06:26:03","guid":{"rendered":"https:\/\/multicorewareinc.com\/ch\/?p=20909"},"modified":"2026-05-14T06:58:25","modified_gmt":"2026-05-14T06:58:25","slug":"agentic-ai-for-ran-observability-explainability-and-orchestration","status":"publish","type":"post","link":"https:\/\/multicorewareinc.com\/ch\/agentic-ai-for-ran-observability-explainability-and-orchestration\/","title":{"rendered":"\u9762\u5411\u65e0\u7ebf\u63a5\u5165\u7f51\uff08RAN\uff09\u53ef\u89c2\u6d4b\u6027\u3001\u53ef\u89e3\u91ca\u6027\u548c\u7f16\u6392\u7684\u667a\u80fd\u4f53\u4eba\u5de5\u667a\u80fd"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20909\" class=\"elementor elementor-20909\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c397b94 e-flex e-con-boxed e-con e-parent\" data-id=\"6c397b94\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5f7f1dbc e-con-full e-flex e-con e-child\" data-id=\"5f7f1dbc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-170da516 elementor-widget elementor-widget-text-editor\" data-id=\"170da516\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div 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class=\"elementor-element elementor-element-75443a79 e-con-full e-flex e-con e-child\" data-id=\"75443a79\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b5826c0 elementor-widget elementor-widget-text-editor\" data-id=\"4b5826c0\" data-element_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<h4><strong>\u89e3\u51b3\u65b9\u6848\u6982\u8ff0<\/strong><\/h4><p><br \/>MulticoreWare \u8bbe\u8ba1\u5e76\u5b9e\u65bd\u4e86\u4e00\u4e2a\u57fa\u4e8e\u667a\u80fd\u4f53\u4eba\u5de5\u667a\u80fd\u7684\u6846\u67b6\uff0c\u65e8\u5728\u589e\u5f3a\u65e0\u7ebf\u63a5\u5165\u7f51\uff08RAN\uff09\u7684\u53ef\u89c2\u6d4b\u6027\u3001\u53ef\u89e3\u91ca\u6027\u548c\u81ea\u52a8\u5316\u7f16\u6392\u80fd\u529b\u3002\u8be5\u89e3\u51b3\u65b9\u6848\u6574\u5408\u4e86\u6765\u81ea RAN \u7ec4\u4ef6\u7684\u5b9e\u65f6\u9065\u6d4b\u6570\u636e\uff08\u5305\u62ec\u6027\u80fd\u6307\u6807\u3001\u65e5\u5fd7\u548c\u4e8b\u4ef6\u4fe1\u53f7\uff09\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a\u7531\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7ec4\u6210\u7684\u534f\u540c\u751f\u6001\u7cfb\u7edf\u5bf9\u5176\u8fdb\u884c\u5904\u7406\u3002<\/p><p>\u8be5\u67b6\u6784\u57fa\u4e8e\u667a\u80fd\u4f53\u95f4\uff08A2A\uff09\u901a\u4fe1\u548c\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff09\u6784\u5efa\uff0c\u652f\u6301\u8de8\u4ee3\u7406\u7684\u7ed3\u6784\u5316\u4e0a\u4e0b\u6587\u5171\u4eab\u548c\u534f\u540c\u63a8\u7406\u3002\u9065\u6d4b\u6570\u636e\u88ab\u6301\u7eed\u91c7\u96c6\u3001\u6807\u51c6\u5316\u5904\u7406\uff0c\u5e76\u8fd1\u4e4e\u5b9e\u65f6\u5730\u8fdb\u884c\u5206\u6790\uff0c\u4ee5\u68c0\u6d4b\u5f02\u5e38\u5e76\u8bc4\u4f30\u7f51\u7edc\u72b6\u6001\u3002<\/p><p>\u901a\u5e38\uff0c\u5728\u5927\u89c4\u6a21\u7f51\u7edc\u4e2d\uff0c\u5927\u591a\u6570\u95ee\u9898\u90fd\u662f\u672a\u7ecf\u5904\u7406\u7684\u539f\u59cb\u95ee\u9898\uff0c\u4e14\u672a\u6309\u4efb\u4f55\u987a\u5e8f\u8fdb\u884c\u805a\u7c7b\u3002\u8981\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u901a\u5e38\u9700\u8981\u4eba\u5de5\u64cd\u4f5c\u5458\u4ecb\u5165\uff0c\u6216\u8005\u91c7\u7528 HITL\uff08\u4eba\u5728\u56de\u8def\uff09\u6d41\u7a0b\u2014\u2014\u5728\u8be5\u6d41\u7a0b\u4e2d\uff0c\u9488\u5bf9\u6bcf\u4e2a\u51b3\u7b56\u6216\u544a\u8b66\uff0c\u4eba\u5de5\u64cd\u4f5c\u5458\u4ecd\u9700\u8c03\u6574\u5e76\u6279\u51c6\u81ea\u52a8\u5316\u7cfb\u7edf\u63d0\u4f9b\u7684\u5efa\u8bae\u3002\u6839\u636e\u95ee\u9898\u89c4\u6a21\u7684\u4e0d\u540c\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u901a\u5e38\u9700\u8981\u6570\u5206\u949f\u5230\u6570\u5c0f\u65f6\u4e0d\u7b49\u3002\u8fd9\u6b63\u662f\u672c\u89e3\u51b3\u65b9\u6848\u7684\u7528\u6b66\u4e4b\u5730\u3002<\/p><p>\u8be5\u89e3\u51b3\u65b9\u6848\u901a\u8fc7\u4e13\u7528\u7684\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u68c0\u6d4b\u6a21\u5757\uff0c\u9488\u5bf9\u4e24\u7c7b\u4e3b\u8981\u7684\u65e0\u7ebf\u63a5\u5165\u7f51\uff08RAN\uff09\u6545\u969c\uff1aPCI \u51b2\u7a81\u548c RU \u6545\u969c\u3002\u5728 RU \u5065\u5eb7\u76d1\u6d4b\u65b9\u9762\uff0c\u7cfb\u7edf\u6301\u7eed\u8ddf\u8e2a\u4e00\u5957\u5168\u9762\u7684\u786c\u4ef6\u548c\u524d\u4f20\u4fe1\u53f7\uff1a<\/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-62a5fcff elementor-hidden-widescreen elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-widget elementor-widget-text-editor\" data-id=\"62a5fcff\" data-element_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<ul><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><li>\u524d\u4f20\u94fe\u8def\u72b6\u6001<\/li><li>PTP \u9501\u5b9a\u72b6\u6001<\/li><li>\u524d\u4f20\u65f6\u5ef6<\/li><li>PTP \u9501\u5b9a\u72b6\u6001<\/li><li>VSWR<\/li><li>\u5149\u63a5\u6536\u529f\u7387<\/li><li>GPS \u9501\u5b9a\u72b6\u6001<\/li><li>\u53d1\u5c04\u529f\u7387\u7535\u5e73<\/li><li>\u6bcf\u4e2a\u6247\u533a\u7684\u8f93\u51fa\u529f\u7387<\/li><li>\u5173\u952e\u544a\u8b66\u6fc0\u6d3b<\/li><li>\u8f93\u5165\u7535\u538b\u7535\u5e73<\/li><li>\u6d3b\u8dc3 UE \u6570\u91cf<\/li><li>RU \u53ef\u7528\u6027<\/li><li>\u524d\u4f20\u6570\u636e\u5305\u4e22\u5931\u7387<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e0e735e e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"2e0e735e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5399f3bf e-con-full e-flex e-con e-child\" data-id=\"5399f3bf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43e4b682 elementor-widget elementor-widget-text-editor\" data-id=\"43e4b682\" data-element_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<ul><li>\u524d\u4f20\u94fe\u8def\u72b6\u6001<\/li><li>PTP \u9501\u5b9a\u72b6\u6001<\/li><li>\u524d\u4f20\u65f6\u5ef6<\/li><li>PTP \u9501\u5b9a\u72b6\u6001<\/li><li>VSWR<\/li><li>\u5149\u63a5\u6536\u529f\u7387<\/li><li>GPS \u9501\u5b9a\u72b6\u6001<\/li><\/ul>\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-17be3b39 e-con-full e-flex e-con e-child\" data-id=\"17be3b39\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-290dba5c elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"290dba5c\" data-element_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<ul><li>\u53d1\u5c04\u529f\u7387\u7535\u5e73<\/li><li>\u6bcf\u4e2a\u6247\u533a\u7684\u8f93\u51fa\u529f\u7387<\/li><li>\u5173\u952e\u544a\u8b66\u6fc0\u6d3b<\/li><li>\u8f93\u5165\u7535\u538b\u7535\u5e73<\/li><li>\u6d3b\u8dc3 UE \u6570\u91cf<\/li><li>RU \u53ef\u7528\u6027<\/li><li>\u524d\u4f20\u6570\u636e\u5305\u4e22\u5931\u7387<\/li><\/ul>\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3411a372 elementor-hidden-widescreen elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile elementor-hidden-mobile_extra eael-table-align-center eael-dt-th-align-left elementor-widget elementor-widget-eael-data-table\" data-id=\"3411a372\" data-element_type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"3411a372\" id=\"eael-data-table-wrapper-3411a372\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-3411a372\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Fronthaul Link Status<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">PTP Lock Status<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">GPS Lock Status<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Critical Alarm Active<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">RU availability<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>PA temperature<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tVSWR\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tTransmit power level\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tInput voltage level\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tFronthaul Packet loss rate\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Fronthaul latency<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOptical RX Power\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOutput Power per sector\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOptical RX Power\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\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-7482d2f4 e-con-full listingtag e-flex e-con e-child\" data-id=\"7482d2f4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ef926dc elementor-widget elementor-widget-text-editor\" data-id=\"7ef926dc\" data-element_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>\u5728PCI\u78b0\u649e\u68c0\u6d4b\u65b9\u9762\uff0c\u7cfb\u7edf\u4f1a\u6309\u57fa\u7ad9\u91c7\u96c6\u5305\u62ecRSRP\u3001RSRQ\u3001SINR\u3001\u57fa\u7ad9ID\u3001EARFCN\u4ee5\u53ca\u540c\u9891\u6bb5\u5207\u6362\u6210\u529f\u7387\u5728\u5185\u7684\u5c04\u9891\u5173\u952e\u6307\u6807\uff0c\u5e76\u8ba1\u7b97\u6eda\u52a8\u7edf\u8ba1\u6570\u636e\uff0c\u57fa\u4e8e\u62d3\u6251\u91cd\u53e0\u4ee5\u53ca\u8fd9\u56db\u4e2a\u7ef4\u5ea6\u4e0a\u7684\u540c\u6b65\u4fe1\u53f7\u9000\u5316\u60c5\u51b5\uff0c\u8bc6\u522b\u51fa\u53d7\u6d3b\u8dc3\u78b0\u649e\u5f71\u54cd\u7684\u57fa\u7ad9\u3002<\/p>\n<p>\u5171\u5f00\u53d1\u4e8611\u4e2a\u4e13\u7528AI\u4ee3\u7406\uff0c\u6bcf\u4e2a\u4ee3\u7406\u8d1f\u8d23\u4e0d\u540c\u7684\u529f\u80fd\uff0c\u5982\u5f02\u5e38\u68c0\u6d4b\u3001\u9a8c\u8bc1\u3001\u60c5\u5883\u63a8\u7406\u548c\u4fee\u590d\u3002\u4e00\u4e2a\u4e2d\u592e\u534f\u8c03\u4ee3\u7406\u8d1f\u8d23\u7ba1\u7406\u5de5\u4f5c\u6d41\u6267\u884c\uff0c\u7ef4\u62a4\u5404\u4ee3\u7406\u4e4b\u95f4\u7684\u4e0a\u4e0b\u6587\u5173\u8054\uff0c\u5e76\u786e\u4fdd\u51b3\u7b56\u7684\u540c\u6b65\u6027\u3002<\/p>\n<p>\u8be5\u89e3\u51b3\u65b9\u6848\u7684\u4e3b\u8981\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<ul>\n  <li><strong>\u591a\u4ee3\u7406\u534f\u8c03\uff1a<\/strong> \u5206\u5e03\u5f0f\u4ee3\u7406\u901a\u8fc7A2A\u6d88\u606f\u4f20\u9012\u8fdb\u884c\u534f\u4f5c\uff0c\u5b9e\u73b0\u9065\u6d4b\u6570\u636e\u7684\u5e76\u884c\u5904\u7406\uff0c\u5e76\u52a0\u5feb\u6839\u672c\u539f\u56e0\u7684\u8bc6\u522b\u3002<\/li>\n  <li><strong>\u5b9e\u65f6\u9065\u6d4b\u5904\u7406\uff1a<\/strong> \u6301\u7eed\u91c7\u96c6\u548c\u89c4\u8303\u5316RAN\u6570\u636e\uff0c\u5b9e\u73b0\u8fd1\u4e4e\u5b9e\u65f6\u7684\u5f02\u5e38\u68c0\u6d4b\u548c\u72b6\u6001\u8bc4\u4f30\u3002<\/li>\n  <li><strong>\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684\u63a8\u7406\uff1a<\/strong> MCP\u4f7f\u4ee3\u7406\u80fd\u591f\u5171\u4eab\u7ed3\u6784\u5316\u4e0a\u4e0b\u6587\uff0c\u4ece\u800c\u63d0\u9ad8\u5de5\u4f5c\u6d41\u4e2d\u7684\u51b3\u7b56\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002<\/li>\n  <li><strong>AI \u6d1e\u5bdf\u751f\u6210\uff1a<\/strong> \u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5f15\u64ce\u901a\u8fc7\u5173\u8054\u4e8b\u4ef6\u5e76\u89e3\u8bfb\u9065\u6d4b\u6570\u636e\uff0c\u751f\u6210\u53ef\u64cd\u4f5c\u7684\u8fd0\u7ef4\u6d1e\u5bdf\u3002<\/li>\n  <li><strong>\u81ea\u52a8\u5316\u95ee\u9898\u62a5\u544a\uff1a<\/strong> \u68c0\u6d4b\u5230\u7684\u5f02\u5e38\u4f1a\u89e6\u53d1\u81ea\u52a8\u521b\u5efa JIRA \u5de5\u5355\uff0c\u5e76\u6839\u636e\u4e25\u91cd\u7a0b\u5ea6\u548c\u5f71\u54cd\u8fdb\u884c\u4f18\u5148\u7ea7\u6392\u5e8f\u3002<\/li>\n  <li><strong>\u81ea\u4e3b\u4fee\u590d\u5de5\u4f5c\u6d41\uff1a<\/strong> \u4fee\u590d\u4ee3\u7406\u6267\u884c\u7ea0\u6b63\u63aa\u65bd\uff0c\u5e76\u901a\u8fc7 Microsoft Teams \u7f51\u7edc\u94a9\u5b50\u901a\u77e5\u4f20\u8fbe\u66f4\u65b0\u3002<\/li>\n  <li><strong>\u6a21\u5757\u5316\uff1a <\/strong>\u6574\u4e2a\u7cfb\u7edf\u6613\u4e8e\u6269\u5c55\uff0c\u4ece\u4ee3\u7406\u95f4\u901a\u4fe1\u5230\u4ee3\u7406\u672c\u8eab\u7686\u7136\u3002\u4ee3\u7406\u95f4\u901a\u4fe1\u91c7\u7528\u603b\u7ebf\u67b6\u6784\uff0c\u5176\u8bbe\u8ba1\u7075\u611f\u6e90\u81ea\u6d88\u606f\u961f\u5217\u3002<\/li>\n  <li><strong>\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff1a<\/strong>\n    <ul>\n      <li>\u5bf9\u4e8e\u6bcf\u4e2a\u95ee\u9898\u7684\u89e3\u51b3\u6d41\u7a0b\uff0c\u9996\u5148\u4f1a\u68c0\u67e5\u8be5\u95ee\u9898\u662f\u5426\u4e3a\u6301\u7eed\u6027\u95ee\u9898\u3002\u968f\u540e\uff0c\u5c06\u6839\u636e\u95ee\u9898\u7684\u4e25\u91cd\u6027\u7ea7\u522b\u521b\u5efa\u76f8\u5e94\u7684 JIRA \u5de5\u5355\u3002\u6700\u540e\uff0c\u7531\u4fee\u590d\u4ee3\u7406\u5bf9\u95ee\u9898\u8fdb\u884c\u4fee\u590d\u3002<\/li>\n      <li>\u5728\u8fdb\u884c\u6301\u7eed\u6027\u68c0\u67e5\u65f6\uff0c\u5c06\u5bf9\u8be5\u95ee\u9898\u8fdb\u884c\u4e00\u6bb5\u65f6\u95f4\u7684\u89c2\u5bdf\u3002<\/li>\n      <li><strong>PCI \u51b2\u7a81\uff1a<\/strong> 2 \u5206 49 \u79d2<\/li>\n      <li><strong>RU \u6545\u969c\uff1a<\/strong>\n        <ul>\n          <li><strong>RU \u5b8c\u5168\u6545\u969c\uff1a<\/strong> 3 \u5206 51 \u79d2<\/li>\n          <li><strong>PA \u70ed\u6545\u969c\uff1a<\/strong>: 3 \u5206 30 \u79d2<\/li>\n          <li><strong>\u524d\u4f20\u6545\u969c\uff1a<\/strong>2 \u5206 53 \u79d2<\/li>\n        <\/ul>\n      <\/li>\n    <\/ul>\n  <\/li>\n<\/ul>\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-7568a406 e-con-full listingtag e-flex e-con e-child\" data-id=\"7568a406\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6e0f7ffb e-con-full e-flex e-con e-child\" data-id=\"6e0f7ffb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50efb08b elementor-widget elementor-widget-text-editor\" data-id=\"50efb08b\" data-element_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<h4><strong>\u4ee3\u7406\u529f\u80fd\uff1a<\/strong><\/h4>\n<p>\u8be5\u89e3\u51b3\u65b9\u6848\u91c7\u7528\u4e86\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u591a\u4ee3\u7406\u6846\u67b6\uff0c\u65e8\u5728\u786e\u4fdd\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u9760\u6027\uff0c\u5e76\u5728\u6574\u4e2a\u7f51\u7edc\u4e2d\u534f\u8c03\u51b3\u7b56\u3002<\/p>\n<ul>\n  <li><strong>\u4ee3\u7406\u53ef\u89e3\u91ca\u6027\uff1a<\/strong> \u6240\u6709\u4ee3\u7406\u7684\u8f93\u5165\u3001\u8f93\u51fa\u53ca\u4e0e\u5de5\u5177\u7684\u4ea4\u4e92\u5747\u88ab\u8bb0\u5f55\uff0c\u4ece\u800c\u5b9e\u73b0\u5b8c\u5168\u53ef\u8ffd\u6eaf\u6027\u3002\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u8bc4\u4f30\u673a\u5236\u4f1a\u8bc4\u4f30\u6bcf\u9879\u64cd\u4f5c\u7684\u6b63\u786e\u6027\u3001\u76f8\u5173\u6027\u548c\u5f71\u54cd\u3002<\/li>\n  <li><strong>\u4ee3\u7406\u62a4\u680f\u673a\u5236\uff1a<\/strong> \u6bcf\u4e2a\u4ee3\u7406\u6267\u884c\u9884\u5b9a\u4e49\u4efb\u52a1\uff0c\u5176\u8f93\u51fa\u7531\u4e0b\u6e38\u4ee3\u7406\u8fdb\u884c\u9a8c\u8bc1\uff0c\u4ee5\u786e\u4fdd\u53ef\u9760\u6027\u5e76\u9632\u6b62\u9519\u8bef\u4f20\u64ad\u3002<\/li>\n  <li><strong>\u591a\u4ee3\u7406\u5de5\u4f5c\u6d41:<\/strong> \u4efb\u52a1\u5728\u9a8c\u8bc1\u3001\u63a8\u7406\u548c\u4fee\u590d\u4ee3\u7406\u4e4b\u95f4\u8fdb\u884c\u5206\u914d\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u6548\u7684\u6839\u672c\u539f\u56e0\u5206\u6790\u548c\u81ea\u52a8\u5316\u534f\u8c03\u3002<\/li>\n<\/ul>\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-7cc7ef02 e-con-full e-flex e-con e-child\" data-id=\"7cc7ef02\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ceaf3c1 m-0 elementor-widget elementor-widget-image\" data-id=\"6ceaf3c1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"761\" src=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2026\/05\/agentic.webp\" class=\"attachment-full size-full wp-image-20928\" alt=\"\" srcset=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2026\/05\/agentic.webp 800w, https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2026\/05\/agentic-315x300.webp 315w, https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2026\/05\/agentic-768x731.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-a7f2610 e-con-full e-flex e-con e-child\" data-id=\"a7f2610\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bebf1a elementor-widget elementor-widget-text-editor\" data-id=\"1bebf1a\" data-element_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<h4><strong>\u6280\u672f\u6808<\/strong><\/h4><ul><li><strong>\u6a21\u578b\uff1a<\/strong>Z.AI GLM 4.7<\/li><li><strong>\u4ee4\u724c\u751f\u6210\u901f\u7387\uff1a<\/strong>\u7ea6 200 \u4e2a\u8bcd\u5143\/\u79d2<\/li><li><strong>\u6846\u67b6\u4e0e\u5de5\u5177\uff1a<\/strong>LangChain\u3001\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae (MCP)\u3001\u81ea\u5b9a\u4e49\u4ee3\u7406\u95f4 (A2A) \u603b\u7ebf<\/li><\/ul><h4><strong>\u4e1a\u52a1\u5f71\u54cd<\/strong><\/h4><p>\u667a\u80fd\u4f53\u4eba\u5de5\u667a\u80fd \u6846\u67b6\u901a\u8fc7\u51cf\u5c11\u4eba\u5de5\u76d1\u63a7\u5de5\u4f5c\u91cf\u5e76\u52a0\u5feb\u95ee\u9898\u89e3\u51b3\u901f\u5ea6\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7f51\u7edc\u8fd0\u7ef4\u6548\u7387\u3002\u81ea\u52a8\u5316\u7684\u9065\u6d4b\u5206\u6790\u3001\u4e8b\u4ef6\u5173\u8054\u4ee5\u53ca\u4fee\u590d\u5de5\u4f5c\u6d41\uff0c\u6709\u52a9\u4e8e\u66f4\u5feb\u5730\u67e5\u660e\u6839\u672c\u539f\u56e0\uff0c\u5e76\u7f29\u77ed\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u3002<\/p><p>\u8be5\u67b6\u6784\u5177\u6709\u9ad8\u5ea6\u7684\u53ef\u6269\u5c55\u6027\u548c\u53ef\u5ef6\u4f38\u6027\uff0c\u652f\u6301\u4e0e\u66f4\u591a\u7f51\u7edc\u8bbe\u5907\u3001API \u4ee5\u53ca NETCONF \u7b49\u534f\u8bae\u96c6\u6210\uff0c\u4ece\u800c\u80fd\u591f\u5728\u4e0d\u65ad\u6f14\u8fdb\u7684\u7535\u4fe1\u57fa\u7840\u8bbe\u65bd\u4e2d\u5b9e\u73b0\u9762\u5411\u672a\u6765\u7684\u90e8\u7f72\u3002<\/p><h4><strong>\u7ed3\u8bba<\/strong><\/h4><p>\u901a\u8fc7\u90e8\u7f72\u7531\u667a\u80fd\u4f53\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684 RAN 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