{"id":11629,"date":"2026-05-29T08:51:13","date_gmt":"2026-05-29T01:51:13","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/"},"modified":"2026-06-01T15:34:02","modified_gmt":"2026-06-01T08:34:02","slug":"microsoft-observability-kiem-soat-mo-rong-quy-mo-ai","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/","title":{"rendered":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI"},"content":{"rendered":"<p>Khi doanh nghi\u1ec7p chuy\u1ec3n t\u1eeb tr\u1ee3 l\u00fd \u1ea3o sang c\u00e1c h\u1ec7 th\u1ed1ng AI t\u00e1c t\u1eed (<em>agentic AI<\/em>) t\u1ef1 ch\u1ee7, n\u00fat th\u1eaft l\u1edbn nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, ng\u00e0y 16\/04\/2026, Microsoft \u0111\u00e3 c\u1eadp nh\u1eadt b\u1ed9 khung chi\u1ebfn l\u01b0\u1ee3c &#8220;<a href=\"https:\/\/info.microsoft.com\/ww-landing-grow-your-business-with-ai-you-can-trust.html\">Grow Your Business with AI You Can Trust<\/a>&#8220;, b\u1ed5 sung m\u1ed9t tr\u1ee5 c\u1ed9t m\u1edbi cho n\u0103m 2026: <em>Observability<\/em> (kh\u1ea3 n\u0103ng quan s\u00e1t).<\/p>\n<h2>Kh\u00f4ng th\u1ec3 qu\u1ea3n tr\u1ecb AI n\u1ebfu kh\u00f4ng th\u1ec3 quan s\u00e1t<\/h2>\n<p>Khi AI lan r\u1ed9ng trong c\u00e1c nh\u00f3m v\u00e0 c\u00f4ng c\u1ee5, observability tr\u1edf th\u00e0nh \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4. N\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t g\u00f3c nh\u00ecn t\u1eadp trung, &#8220;AI b\u00f3ng t\u1ed1i&#8221; (shadow AI) v\u00e0 c\u00e1c agent kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng r\u1ee7i ro \u0111\u00e1ng k\u1ec3, t\u1eeb l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt \u0111\u1ebfn r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m.<\/p>\n<p>Theo Microsoft, \u0111\u1ec3 s\u1eb5n s\u00e0ng cho m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, ban ch\u1ec9 \u0111\u1ea1o AI c\u1ea7n tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c b\u1ed1n c\u00e2u h\u1ecfi n\u1ec1n t\u1ea3ng:<\/p>\n<ul>\n<li><strong>Ki\u1ec3m k\u00ea (Inventory):<\/strong> C\u00f3 nh\u1eefng agent AI n\u00e0o \u0111ang t\u1ed3n t\u1ea1i trong m\u00f4i tr\u01b0\u1eddng c\u1ee7a ch\u00fang ta?<\/li>\n<li><strong>Danh t\u00ednh (Identity):<\/strong> Ai \u0111ang s\u1eed d\u1ee5ng c\u00e1c agent n\u00e0y v\u00e0 v\u1edbi m\u1ee5c \u0111\u00edch g\u00ec?<\/li>\n<li><strong>Truy c\u1eadp (Access):<\/strong> Ch\u00fang \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n truy c\u1eadp v\u00e0o nh\u1eefng h\u1ec7 th\u1ed1ng v\u00e0 b\u1ed9 d\u1eef li\u1ec7u c\u1ee5 th\u1ec3 n\u00e0o?<\/li>\n<li><strong>K\u1ebft qu\u1ea3 (Outcomes):<\/strong> Ch\u00fang \u0111ang v\u1eadn h\u00e0nh nh\u1eefng workload n\u00e0o v\u00e0 t\u1ea1o ra k\u1ebft qu\u1ea3 g\u00ec?<\/li>\n<\/ul>\n<h2>B\u1ed1n n\u0103ng l\u1ef1c c\u1ed1t l\u00f5i cho n\u1ec1n t\u1ea3ng AI<\/h2>\n<p>Trong h\u01b0\u1edbng d\u1eabn c\u1eadp nh\u1eadt, Microsoft \u0111\u1ecbnh h\u00ecnh observability th\u00f4ng qua b\u1ed1n n\u0103ng l\u1ef1c k\u1ef9 thu\u1eadt m\u00e0 m\u1ecdi n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p n\u00ean h\u1ed7 tr\u1ee3:<\/p>\n<ul>\n<li><strong>Registry:<\/strong> M\u1ed9t ngu\u1ed3n th\u00f4ng tin \u0111\u00e1ng tin c\u1eady duy nh\u1ea5t (single source of truth) \u0111\u1ec3 theo d\u00f5i m\u1ecdi t\u00e0i s\u1ea3n AI trong t\u1ed5 ch\u1ee9c.<\/li>\n<li><strong>Agent analytics:<\/strong> D\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u1ec1 hi\u1ec7u su\u1ea5t, m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng v\u00e0 chi ph\u00ed c\u1ee7a c\u00e1c agent.<\/li>\n<li><strong>Agent map:<\/strong> M\u1ed9t b\u1ea3n \u0111\u1ed3 tr\u1ef1c quan h\u00f3a c\u00e1c k\u1ebft n\u1ed1i gi\u1eefa agent, ng\u01b0\u1eddi d\u00f9ng v\u00e0 d\u1eef li\u1ec7u.<\/li>\n<li><strong>Gi\u00e1m s\u00e1t theo vai tr\u00f2 (Role-specific oversight):<\/strong> C\u00e1c dashboard \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh \u0111\u1ec3 cung c\u1ea5p cho \u0111\u1ed9i ng\u0169 IT, b\u1ea3o m\u1eadt v\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p nh\u1eefng ch\u1ec9 s\u1ed1 c\u1ee5 th\u1ec3 m\u00e0 h\u1ecd c\u1ea7n.<\/li>\n<\/ul>\n<h2>B\u00e0i h\u1ecdc t\u1eeb Accenture: Gi\u1ea3m 50% th\u1eddi gian ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI<\/h2>\n<p>Accenture \u0111\u00e3 ch\u1ee9ng ki\u1ebfn s\u1ef1 \u0111\u1ed5i m\u1edbi b\u1ecb \u0111\u00ecnh tr\u1ec7 \u1edf giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m (pilot) do c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n m\u1ea3nh l\u00e0m ch\u1eadm qu\u00e1 tr\u00ecnh \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng. B\u1eb1ng c\u00e1ch tri\u1ec3n khai m\u1ed9t n\u1ec1n t\u1ea3ng t\u1eadp trung v\u1edbi kh\u1ea3 n\u0103ng observability t\u00edch h\u1ee3p, h\u1ecd \u0111\u00e3 h\u1ee3p nh\u1ea5t vi\u1ec7c gi\u00e1m s\u00e1t trong su\u1ed1t qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai.<\/p>\n<p>K\u1ebft qu\u1ea3 l\u00e0, <a href=\"https:\/\/www.microsoft.com\/en\/customers\/story\/23953-accenture-azure-ai-foundry\">Accenture \u0111\u00e3 tri\u1ec3n khai h\u01a1n 75 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng (use case) trong nhi\u1ec1u ng\u00e0nh<\/a>, v\u1edbi 16 tr\u01b0\u1eddng h\u1ee3p \u0111\u00e3 \u0111i v\u00e0o v\u1eadn h\u00e0nh ch\u00ednh th\u1ee9c, gi\u00fap gi\u1ea3m 50% th\u1eddi gian x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng AI.<\/p>\n<h2>Checklist cho l\u00e3nh \u0111\u1ea1o: M\u1edf r\u1ed9ng quy m\u00f4 AI v\u1edbi kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t<\/h2>\n<p>Ban ch\u1ec9 \u0111\u1ea1o AI c\u1ee7a doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng h\u01b0\u1edbng d\u1eabn m\u1edbi c\u1ee7a Microsoft nh\u01b0 m\u1ed9t checklist \u0111\u1ec3 x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng an to\u00e0n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 AI:<\/p>\n<ul>\n<li><strong>\u0110\u1ecbnh ngh\u0129a s\u1ef1 tin c\u1eady:<\/strong> Thi\u1ebft l\u1eadp c\u00e1c nguy\u00ean t\u1eafc AI c\u00f3 tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng cho th\u01b0\u01a1ng hi\u1ec7u.<\/li>\n<li><strong>B\u1ea3o m\u1eadt ngay t\u1eeb kh\u00e2u thi\u1ebft k\u1ebf (Secure by design):<\/strong> Chuy\u1ec3n sang t\u01b0 th\u1ebf \u01b0u ti\u00ean b\u1ea3o m\u1eadt trong m\u1ecdi ho\u1ea1t \u0111\u1ed9ng AI.<\/li>\n<li><strong>Qu\u1ea3n tr\u1ecb v\u00f2ng l\u1eb7p:<\/strong> S\u1eed d\u1ee5ng khu\u00f4n kh\u1ed5 \u201cMap, Measure, Manage\u201d (L\u1eadp b\u1ea3n \u0111\u1ed3, \u0110o l\u01b0\u1eddng, Qu\u1ea3n l\u00fd) \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/li>\n<li><strong>\u0110\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 b\u1ec1n v\u1eefng:<\/strong> X\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng c\u00f3 t\u00ednh \u0111\u1ebfn t\u00e1c \u0111\u1ed9ng kinh t\u1ebf &#8211; x\u00e3 h\u1ed9i v\u00e0 m\u00f4i tr\u01b0\u1eddng.<\/li>\n<li><strong>Gi\u1ea3i quy\u1ebft c\u00e1c y\u00eau c\u1ea7u v\u1ec1 ch\u1ee7 quy\u1ec1n s\u1ed1:<\/strong> Hi\u1ec3u c\u00e1c k\u1ecbch b\u1ea3n v\u00e0 nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i v\u1ec1 ch\u1ee7 quy\u1ec1n \u0111\u1ec3 gi\u00fap t\u1ed5 ch\u1ee9c gi\u1ea3i quy\u1ebft ch\u00fang.<\/li>\n<li><strong>\u0110\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng quan s\u00e1t:<\/strong> X\u00e1c nh\u1eadn n\u1ec1n t\u1ea3ng c\u1ee7a b\u1ea1n h\u1ed7 tr\u1ee3 4 n\u0103ng l\u1ef1c observability cho agent.<\/li>\n<\/ul>\n<p>\u0110\u1ec3 t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u00e0 c\u00f3 ng\u00f4n ng\u1eef chung cho ban ch\u1ec9 \u0111\u1ea1o, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 t\u1ea3i v\u1ec1 b\u1ea3n h\u01b0\u1edbng d\u1eabn c\u1eadp nh\u1eadt <a href=\"https:\/\/info.microsoft.com\/ww-landing-grow-your-business-with-ai-you-can-trust.html\">Grow Your Business with AI You Can Trust<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Khi doanh nghi\u1ec7p chuy\u1ec3n t\u1eeb tr\u1ee3 l\u00fd \u1ea3o sang c\u00e1c h\u1ec7 th\u1ed1ng AI t\u00e1c t\u1eed (agentic AI) t\u1ef1 ch\u1ee7, n\u00fat th\u1eaft l\u1edbn nh\u1ea5t kh\u00f4ng ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, ng\u00e0y 16\/04\/2026, Microsoft \u0111\u00e3 c\u1eadp nh\u1eadt b\u1ed9 khung chi\u1ebfn l\u01b0\u1ee3c &#8220;Grow Your Business with AI You Can Trust&#8220;, b\u1ed5 sung m\u1ed9t tr\u1ee5 c\u1ed9t m\u1edbi cho n\u0103m 2026: Observability (kh\u1ea3 n\u0103ng quan s\u00e1t). Kh\u00f4ng th\u1ec3 qu\u1ea3n tr\u1ecb AI n\u1ebfu kh\u00f4ng th\u1ec3 quan s\u00e1t Khi AI lan r\u1ed9ng trong c\u00e1c nh\u00f3m v\u00e0 c\u00f4ng c\u1ee5, observability tr\u1edf th\u00e0nh \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4. N\u1ebfu kh\u00f4ng c\u00f3 m\u1ed9t g\u00f3c nh\u00ecn&#8230;<\/p>","protected":false},"author":15,"featured_media":11669,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta property=\"og:url\" content=\"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-29T01:51:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-01T08:34:02+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1672\" \/>\n\t<meta property=\"og:image:height\" content=\"941\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"publisher-bot\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"publisher-bot\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/\"},\"author\":{\"name\":\"publisher-bot\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/person\\\/301cc5fe50adccda932a8368e6288f99\"},\"headline\":\"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI\",\"datePublished\":\"2026-05-29T01:51:13+00:00\",\"dateModified\":\"2026-06-01T08:34:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/\"},\"wordCount\":1041,\"publisher\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png\",\"articleSection\":[\"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/\",\"name\":\"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png\",\"datePublished\":\"2026-05-29T01:51:13+00:00\",\"dateModified\":\"2026-06-01T08:34:02+00:00\",\"description\":\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png\",\"contentUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png\",\"width\":1672,\"height\":941},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7\",\"item\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/danh-muc-tin-tuc\\\/ms-blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#website\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\",\"name\":\"CMC Telecom\",\"description\":\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\",\"publisher\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\",\"name\":\"CMC Telecom\",\"alternateName\":\"CMC Telecom\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ctelms-final.demo7.servisense.agency\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"contentUrl\":\"https:\\\/\\\/ctelms-final.demo7.servisense.agency\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"width\":400,\"height\":96,\"caption\":\"CMC Telecom\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/person\\\/301cc5fe50adccda932a8368e6288f99\",\"name\":\"publisher-bot\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"caption\":\"publisher-bot\"},\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/ja\\\/author\\\/publisher-bot\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom","description":"\u30d9\u30c8\u30ca\u30e0\u306b\u304a\u3051\u308b Microsoft \u306e Tier-1 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc \u30d1\u30fc\u30c8\u30ca\u30fc","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"ja_JP","og_type":"article","og_title":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom","og_description":"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam","og_url":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/","og_site_name":"CMC Telecom","article_published_time":"2026-05-29T01:51:13+00:00","article_modified_time":"2026-06-01T08:34:02+00:00","og_image":[{"width":1672,"height":941,"url":"http:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png","type":"image\/png"}],"author":"publisher-bot","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"publisher-bot","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#article","isPartOf":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/"},"author":{"name":"publisher-bot","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/person\/301cc5fe50adccda932a8368e6288f99"},"headline":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI","datePublished":"2026-05-29T01:51:13+00:00","dateModified":"2026-06-01T08:34:02+00:00","mainEntityOfPage":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/"},"wordCount":1041,"publisher":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#organization"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png","articleSection":["C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/","url":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/","name":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI | CMC Telecom","isPartOf":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#website"},"primaryImageOfPage":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#primaryimage"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png","datePublished":"2026-05-29T01:51:13+00:00","dateModified":"2026-06-01T08:34:02+00:00","description":"\u30d9\u30c8\u30ca\u30e0\u306b\u304a\u3051\u308b Microsoft \u306e Tier-1 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc \u30d1\u30fc\u30c8\u30ca\u30fc","breadcrumb":{"@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#primaryimage","url":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png","contentUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/ChatGPT-Image-Jun-1-2026-03_33_25-PM.png","width":1672,"height":941},{"@type":"BreadcrumbList","@id":"https:\/\/microsoft.cmctelecom.vn\/microsoft-observability-kiem-soat-mo-rong-quy-mo-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/microsoft.cmctelecom.vn\/"},{"@type":"ListItem","position":2,"name":"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7","item":"https:\/\/microsoft.cmctelecom.vn\/danh-muc-tin-tuc\/ms-blogs\/"},{"@type":"ListItem","position":3,"name":"Microsoft: Observability l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 AI"}]},{"@type":"WebSite","@id":"https:\/\/microsoft.cmctelecom.vn\/#website","url":"https:\/\/microsoft.cmctelecom.vn\/","name":"CMC\u30c6\u30ec\u30b3\u30e0","description":"\u30d9\u30c8\u30ca\u30e0\u306b\u304a\u3051\u308b Microsoft \u306e Tier-1 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc \u30d1\u30fc\u30c8\u30ca\u30fc","publisher":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/microsoft.cmctelecom.vn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/microsoft.cmctelecom.vn\/#organization","name":"CMC\u30c6\u30ec\u30b3\u30e0","alternateName":"CMC Telecom","url":"https:\/\/microsoft.cmctelecom.vn\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/logo\/image\/","url":"https:\/\/ctelms-final.demo7.servisense.agency\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","contentUrl":"https:\/\/ctelms-final.demo7.servisense.agency\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","width":400,"height":96,"caption":"CMC Telecom"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/person\/301cc5fe50adccda932a8368e6288f99","name":"publisher-bot","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","caption":"publisher-bot"},"url":"https:\/\/microsoft.cmctelecom.vn\/ja\/author\/publisher-bot\/"}]}},"_links":{"self":[{"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/posts\/11629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/comments?post=11629"}],"version-history":[{"count":1,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/posts\/11629\/revisions"}],"predecessor-version":[{"id":11657,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/posts\/11629\/revisions\/11657"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/media\/11669"}],"wp:attachment":[{"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/media?parent=11629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/categories?post=11629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/ja\/wp-json\/wp\/v2\/tags?post=11629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}