{"id":47739,"date":"2026-06-17T16:53:46","date_gmt":"2026-06-17T09:53:46","guid":{"rendered":"https:\/\/vinastech.vn\/?p=47739"},"modified":"2026-06-17T18:02:34","modified_gmt":"2026-06-17T11:02:34","slug":"giam-sat-toan-dien-he-thong-cong-nghe-thong-tin-giam-sat-ha-tang-cntt","status":"publish","type":"post","link":"https:\/\/vinastech.vn\/giam-sat-toan-dien-he-thong-cong-nghe-thong-tin-giam-sat-ha-tang-cntt\/","title":{"rendered":"GI\u00c1M S\u00c1T TO\u00c0N DI\u1ec6N H\u1ec6 TH\u1ed0NG C\u00d4NG NGH\u1ec6 TH\u00d4NG TIN"},"content":{"rendered":"<h1 data-path-to-node=\"0\">K\u1ef7 Nguy\u00ean Gi\u00e1m S\u00e1t H\u1ea1 T\u1ea7ng CNTT Hi\u1ec7n \u0110\u1ea1i: T\u1eeb Monitoring Truy\u1ec1n Th\u1ed1ng \u0110\u1ebfn H\u1ec7 Sinh Th\u00e1i Bi\u1ebfn \u0110\u1ed5i Observability &amp; AIOps 2026<\/h1>\n<h2 data-path-to-node=\"2\">Gi\u1edbi thi\u1ec7u: S\u1ef1 Ti\u1ebfn H\u00f3a T\u1ea5t Y\u1ebfu C\u1ee7a H\u1ea1 T\u1ea7ng CNTT<\/h2>\n<p data-path-to-node=\"3\">Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd, h\u1ea1 t\u1ea7ng CNTT c\u1ee7a c\u00e1c doanh nghi\u1ec7p kh\u00f4ng c\u00f2n g\u00f3i g\u1ecdn trong c\u00e1c ph\u00f2ng m\u00e1y ch\u1ee7 v\u1eadt l\u00fd (On-premises) ri\u00eang l\u1ebb. S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a ki\u1ebfn tr\u00fac \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y lai (Hybrid Cloud), \u0110a \u0111\u00e1m m\u00e2y (Multi-cloud), h\u1ec7 th\u1ed1ng container (Kubernetes\/Docker) v\u00e0 c\u00e1c ki\u1ebfn tr\u00fac Microservices \u0111\u00e3 \u0111\u1ea9y t\u00ednh ph\u1ee9c t\u1ea1p c\u1ee7a h\u1ec7 th\u1ed1ng l\u00ean m\u1ee9c c\u1ef1c h\u1ea1n.<\/p>\n<p data-path-to-node=\"4\">M\u00f4 h\u00ecnh gi\u00e1m s\u00e1t truy\u1ec1n th\u1ed1ng (<b data-path-to-node=\"4\" data-index-in-node=\"31\">Monitoring<\/b>) \u2013 v\u1ed1n d\u1ef1a tr\u00ean vi\u1ec7c thi\u1ebft l\u1eadp c\u00e1c ng\u01b0\u1ee1ng c\u1ea3nh b\u00e1o t\u0129nh v\u00e0 ph\u1ea3n \u1ee9ng sau khi s\u1ef1 c\u1ed1 \u0111\u00e3 x\u1ea3y ra (Reactive) \u2013 \u0111\u00e3 ho\u00e0n to\u00e0n b\u1ea5t l\u1ef1c tr\u01b0\u1edbc c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e2n t\u00e1n hi\u1ec7n \u0111\u1ea1i. Doanh nghi\u1ec7p ng\u00e0y nay kh\u00f4ng ch\u1ec9 c\u1ea7n bi\u1ebft <i data-path-to-node=\"4\" data-index-in-node=\"247\">&#8220;H\u1ec7 th\u1ed1ng c\u00f3 \u0111ang ch\u1ea1y kh\u00f4ng?&#8221;<\/i> m\u00e0 ph\u1ea3i tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c c\u00e2u h\u1ecfi: <i data-path-to-node=\"4\" data-index-in-node=\"308\">&#8220;T\u1ea1i sao h\u1ec7 th\u1ed1ng ch\u1ea1y ch\u1eadm, tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng b\u1ecb \u1ea3nh h\u01b0\u1edfng do \u0111\u00e2u, v\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng s\u1eeda ch\u1eefa tr\u01b0\u1edbc khi s\u1eadp?&#8221;<\/i><\/p>\n<p data-path-to-node=\"5\">\u0110\u00f3 l\u00e0 l\u00fd do d\u1eabn \u0111\u1ebfn cu\u1ed9c d\u1ecbch chuy\u1ec3n mang t\u00ednh b\u01b0\u1edbc ngo\u1eb7t sang <b data-path-to-node=\"5\" data-index-in-node=\"63\">Kh\u1ea3 n\u0103ng quan s\u00e1t to\u00e0n di\u1ec7n (Observability)<\/b> k\u1ebft h\u1ee3p <b data-path-to-node=\"5\" data-index-in-node=\"115\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong v\u1eadn h\u00e0nh CNTT (AIOps)<\/b>. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u1ec1 m\u1eb7t ki\u1ebfn tr\u00fac gi\u1ea3i ph\u00e1p (Solution Architecture) v\u00e0 xu h\u01b0\u1edbng v\u1eadn h\u00e0nh hi\u1ec7n \u0111\u1ea1i c\u1ee7a h\u1ec7 sinh th\u00e1i n\u00e0y.<\/p>\n<p data-path-to-node=\"5\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-47741\" src=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-scaled.png\" alt=\"\" width=\"2560\" height=\"1396\" srcset=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-scaled.png 2560w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-733x400.png 733w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-1400x764.png 1400w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-768x419.png 768w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-1536x838.png 1536w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-2048x1117.png 2048w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_qy31mnqy31mnqy31-600x327.png 600w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2 data-path-to-node=\"7\">1. B\u1ea3n Ch\u1ea5t Cu\u1ed9c Chuy\u1ec3n D\u1ecbch: Monitoring vs. Observability &amp; AIOps<\/h2>\n<p data-path-to-node=\"8\">\u0110\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c v\u1eadn h\u00e0nh c\u00f4ng ngh\u1ec7 v\u1eefng ch\u1eafc, vi\u1ec7c ph\u00e2n bi\u1ec7t r\u00f5 r\u00e0ng b\u1ea3n ch\u1ea5t c\u1ee7a c\u00e1c kh\u00e1i ni\u1ec7m n\u00e0y l\u00e0 \u0111i\u1ec1u ti\u00ean quy\u1ebft:<\/p>\n<ul data-path-to-node=\"9\">\n<li>\n<p data-path-to-node=\"9,0,0\"><b data-path-to-node=\"9,0,0\" data-index-in-node=\"0\">Monitoring (Gi\u00e1m s\u00e1t truy\u1ec1n th\u1ed1ng):<\/b> T\u1eadp trung v\u00e0o nh\u1eefng r\u1ee7i ro \u0111\u00e3 bi\u1ebft tr\u01b0\u1edbc (<i data-path-to-node=\"9,0,0\" data-index-in-node=\"78\">Known-knowns<\/i>). H\u1ec7 th\u1ed1ng thu th\u1eadp c\u00e1c ch\u1ec9 s\u1ed1 \u0111\u1ecbnh k\u1ef3 v\u00e0 k\u00edch ho\u1ea1t c\u1ea3nh b\u00e1o khi v\u01b0\u1ee3t ng\u01b0\u1ee1ng (v\u00ed d\u1ee5: CPU &gt; 90%). C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y t\u1ea1o ra c\u00e1c l\u1ed7 h\u1ed5ng l\u1edbn khi h\u1ec7 th\u1ed1ng ph\u00e2n t\u00e1n g\u1eb7p c\u00e1c l\u1ed7i logic ch\u01b0a t\u1eebng c\u00f3 ti\u1ec1n l\u1ec7 (<i data-path-to-node=\"9,0,0\" data-index-in-node=\"291\">Unknown-unknowns<\/i>).<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"9,1,0\"><b data-path-to-node=\"9,1,0\" data-index-in-node=\"0\">Observability (Kh\u1ea3 n\u0103ng quan s\u00e1t):<\/b> L\u00e0 thu\u1ed9c t\u00ednh c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng, cho ph\u00e9p suy di\u1ec5n tr\u1ea1ng th\u00e1i b\u00ean trong c\u1ee7a h\u1ec7 th\u1ed1ng \u0111\u00f3 d\u1ef1a tr\u00ean c\u00e1c d\u1eef li\u1ec7u \u0111\u1ea7u ra (Telemetry Data). Kh\u00f4ng ch\u1ec9 nh\u00ecn \u1edf b\u1ec1 n\u1ed5i, Observability cho ph\u00e9p k\u1ef9 s\u01b0 \u0111\u1eb7t nh\u1eefng c\u00e2u h\u1ecfi t\u1ef1 do \u0111\u1ec3 truy v\u1ebft ngu\u1ed3n g\u1ed1c c\u1ee7a m\u1ed9t l\u1ed7i ph\u00e1t sinh \u1edf b\u1ea5t k\u1ef3 t\u1ea7ng n\u00e0o.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"9,2,0\"><b data-path-to-node=\"9,2,0\" data-index-in-node=\"0\">AIOps (Artificial Intelligence for IT Operations):<\/b> L\u00e0 t\u1ea7ng t\u01b0 duy t\u1ed1i cao. AIOps \u00e1p d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y (Machine Learning) v\u00e0 AI \u0111\u1ec3 x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 do Observability thu th\u1eadp, t\u1eeb \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng, gi\u1ea3m nhi\u1ec5u c\u1ea3nh b\u00e1o v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh &#8220;t\u1ef1 ch\u1eefa l\u00e0nh&#8221; (Self-healing).<\/p>\n<\/li>\n<\/ul>\n<h3 data-path-to-node=\"10\">B\u1ea3ng So S\u00e1nh Chi\u1ebfn L\u01b0\u1ee3c<\/h3>\n<table data-path-to-node=\"11\">\n<thead>\n<tr>\n<td><strong>Ti\u00eau ch\u00ed<\/strong><\/td>\n<td><strong>Gi\u00e1m s\u00e1t truy\u1ec1n th\u1ed1ng (Monitoring)<\/strong><\/td>\n<td><strong>Kh\u1ea3 n\u0103ng quan s\u00e1t th\u00f4ng minh (Observability + AIOps)<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span data-path-to-node=\"11,1,0,0\"><b data-path-to-node=\"11,1,0,0\" data-index-in-node=\"0\">C\u00e1ch ti\u1ebfp c\u1eadn<\/b><\/span><\/td>\n<td><span data-path-to-node=\"11,1,1,0\"><b data-path-to-node=\"11,1,1,0\" data-index-in-node=\"0\">Reactive:<\/b> Ph\u1ea3n \u1ee9ng v\u00e0 kh\u1eafc ph\u1ee5c sau khi s\u1ef1 c\u1ed1 x\u1ea3y ra.<\/span><\/td>\n<td><span data-path-to-node=\"11,1,2,0\"><b data-path-to-node=\"11,1,2,0\" data-index-in-node=\"0\">Proactive &amp; Predictive:<\/b> Ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng ng\u1eeba v\u00e0 d\u1ef1 b\u00e1o tr\u01b0\u1edbc t\u01b0\u01a1ng lai.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"11,2,0,0\"><b data-path-to-node=\"11,2,0,0\" data-index-in-node=\"0\">B\u1ea3n ch\u1ea5t c\u00e2u h\u1ecfi<\/b><\/span><\/td>\n<td><span data-path-to-node=\"11,2,1,0\">H\u1ec7 th\u1ed1ng c\u00f3 b\u1ecb s\u1eadp hay kh\u00f4ng?<\/span><\/td>\n<td><span data-path-to-node=\"11,2,2,0\">T\u1ea1i sao h\u1ec7 th\u1ed1ng ch\u1ea1y ch\u1eadm v\u00e0 h\u00e0nh vi b\u1ea5t th\u01b0\u1eddng b\u1eaft ngu\u1ed3n t\u1eeb \u0111\u00e2u?<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"11,3,0,0\"><b data-path-to-node=\"11,3,0,0\" data-index-in-node=\"0\">C\u01a1 ch\u1ebf c\u1ea3nh b\u00e1o<\/b><\/span><\/td>\n<td><span data-path-to-node=\"11,3,1,0\">D\u1ef1a tr\u00ean ng\u01b0\u1ee1ng c\u1ed1 \u0111\u1ecbnh, th\u1ee7 c\u00f4ng (Static Thresholds).<\/span><\/td>\n<td><span data-path-to-node=\"11,3,2,0\">D\u1ef1a tr\u00ean h\u1ecdc m\u00e1y \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u00ednh to\u00e1n \u0111\u01b0\u1eddng c\u01a1 s\u1edf \u0111\u1ed9ng (Dynamic Baseline).<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"11,4,0,0\"><b data-path-to-node=\"11,4,0,0\" data-index-in-node=\"0\">T\u1ea7m nh\u00ecn h\u1ec7 th\u1ed1ng<\/b><\/span><\/td>\n<td><span data-path-to-node=\"11,4,1,0\">B\u1ecb chia c\u1eaft theo t\u1eebng m\u1ea3ng (Silo): H\u1ea1 t\u1ea7ng m\u1ea1ng, M\u00e1y ch\u1ee7, Database ri\u00eang bi\u1ec7t.<\/span><\/td>\n<td><span data-path-to-node=\"11,4,2,0\">To\u00e0n di\u1ec7n (Full-stack), li\u00ean k\u1ebft d\u00f2ng ch\u1ea3y d\u1eef li\u1ec7u t\u1eeb h\u1ea1 t\u1ea7ng v\u1eadt l\u00fd \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"11,5,0,0\"><b data-path-to-node=\"11,5,0,0\" data-index-in-node=\"0\">Vai tr\u00f2 con ng\u01b0\u1eddi<\/b><\/span><\/td>\n<td><span data-path-to-node=\"11,5,1,0\">Tr\u1ef1c m\u00e0n h\u00ecnh NOC 24\/7, x\u1eed l\u00fd s\u1ef1 c\u1ed1 b\u1eb1ng kinh nghi\u1ec7m c\u00e1 nh\u00e2n m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng.<\/span><\/td>\n<td><span data-path-to-node=\"11,5,2,0\">Ph\u00ea duy\u1ec7t k\u1ecbch b\u1ea3n t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1ed1i \u01b0u h\u00f3a ki\u1ebfn tr\u00fac d\u1ef1a tr\u00ean d\u1eef li\u1ec7u ph\u00e2n t\u00edch s\u00e2u.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 data-path-to-node=\"13\">2. Solution Architecture: Thi\u1ebft K\u1ebf Ki\u1ebfn Tr\u00fac Intelligent Hybrid Cloud Observability Platform<\/h2>\n<h2 data-path-to-node=\"14\">Gi\u00e1m s\u00e1t h\u1ea1 t\u1ea7ng cntt: Vai Tr\u00f2 Quan Tr\u1ecdng Trong Qu\u1ea3n L\u00fd Ngu\u1ed3n L\u1ef1c<\/h2>\n<p data-path-to-node=\"14\">D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ea3n thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac t\u1ed5ng th\u1ec3 c\u1ee7a m\u1ed9t n\u1ec1n t\u1ea3ng quan s\u00e1t th\u00f4ng minh, t\u1ed1i \u01b0u h\u00f3a cho m\u00f4i tr\u01b0\u1eddng Hybrid Cloud b\u1eb1ng vi\u1ec7c k\u1ebft h\u1ee3p ba c\u00f4ng ngh\u1ec7 ti\u00ean phong: <b data-path-to-node=\"14\" data-index-in-node=\"164\">eBPF<\/b> (Thu th\u1eadp kh\u00f4ng can thi\u1ec7p), <b data-path-to-node=\"14\" data-index-in-node=\"197\">OpenTelemetry<\/b> (Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u) v\u00e0 <b data-path-to-node=\"14\" data-index-in-node=\"234\">AIOps Engine<\/b> (Datadog ho\u1eb7c Dynatrace).<\/p>\n<p data-path-to-node=\"14\"><strong>S\u01a1 \u0110\u1ed3 Kh\u1ed1i Ki\u1ebfn Tr\u00fac T\u1ed5ng Th\u1ec3<\/strong><\/p>\n<p data-path-to-node=\"14\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-47740\" src=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-scaled.png\" alt=\"\" width=\"2560\" height=\"1396\" srcset=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-scaled.png 2560w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-733x400.png 733w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-1400x764.png 1400w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-768x419.png 768w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-1536x838.png 1536w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-2048x1117.png 2048w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_orktcforktcforkt-600x327.png 600w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h3 data-path-to-node=\"18\">Ph\u00e2n T\u00edch Chi Ti\u1ebft C\u00e1c Th\u00e0nh Ph\u1ea7n Ki\u1ebfn Tr\u00fac<\/h3>\n<h4 data-path-to-node=\"19\">L\u1edbp 1 &amp; 2: H\u1ea1 T\u1ea7ng V\u00e0 Thu Th\u1eadp D\u1eef Li\u1ec7u Lai \u0110\u1ed9ng (Infrastructure &amp; Data Collection)<\/h4>\n<p data-path-to-node=\"20\">M\u00f4i tr\u01b0\u1eddng Hybrid Cloud \u0111\u00f2i h\u1ecfi c\u00e1c ph\u01b0\u01a1ng th\u1ee9c thu th\u1eadp d\u1eef li\u1ec7u linh ho\u1ea1t \u0111\u1ec3 kh\u00f4ng l\u00e0m \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn hi\u1ec7u n\u0103ng h\u1ec7 th\u1ed1ng:<\/p>\n<ul data-path-to-node=\"21\">\n<li>\n<p data-path-to-node=\"21,0,0\"><b data-path-to-node=\"21,0,0\" data-index-in-node=\"0\">eBPF Agent (Extended Berkeley Packet Filter):<\/b> Ch\u1ea1y tr\u1ef1c ti\u1ebfp trong kh\u00f4ng gian nh\u00e2n (<b data-path-to-node=\"21,0,0\" data-index-in-node=\"84\">Kernel space<\/b>) c\u1ee7a h\u1ec7 \u0111i\u1ec1u h\u00e0nh Linux. C\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p gi\u00e1m s\u00e1t to\u00e0n b\u1ed9 c\u00e1c l\u1ec7nh h\u1ec7 th\u1ed1ng (Syscalls). eBPF t\u1ef1 \u0111\u1ed9ng ghi nh\u1eadn c\u00e1c ch\u1ec9 s\u1ed1 m\u1ea1ng (TCP drops, latency, throughput), c\u00e1c h\u00e0nh vi c\u1ee7a Container v\u00e0 ti\u1ebfn tr\u00ecnh m\u00e0 kh\u00f4ng c\u1ea7n ch\u1ec9nh s\u1eeda b\u1ea5t k\u1ef3 d\u00f2ng m\u00e3 ngu\u1ed3n n\u00e0o c\u1ee7a \u1ee9ng d\u1ee5ng. D\u1eef li\u1ec7u t\u1eeb Kernel \u0111\u01b0\u1ee3c chuy\u1ec3n l\u00ean <b data-path-to-node=\"21,0,0\" data-index-in-node=\"400\">OTel Collector<\/b> \u1edf kh\u00f4ng gian ng\u01b0\u1eddi d\u00f9ng (<b data-path-to-node=\"21,0,0\" data-index-in-node=\"440\">User space<\/b>) qua c\u01a1 ch\u1ebf <i data-path-to-node=\"21,0,0\" data-index-in-node=\"463\">eBPF Maps<\/i> v\u1edbi \u0111\u1ed9 tr\u1ec5 (overhead) c\u1ef1c th\u1ea5p (&lt; 1%).<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"21,1,0\"><b data-path-to-node=\"21,1,0\" data-index-in-node=\"0\">OpenTelemetry SDK (Application Instrumentation):<\/b> \u0110\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng c\u1ed1t l\u00f5i c\u1ea7n gi\u00e1m s\u00e1t s\u00e2u v\u00e0o logic nghi\u1ec7p v\u1ee5 v\u00e0 c\u00e1c giao d\u1ecbch t\u00e0i ch\u00ednh (Business transactions), l\u1eadp tr\u00ecnh vi\u00ean s\u1ebd nh\u00fang th\u01b0 vi\u1ec7n OTel SDK \u0111\u1ec3 ch\u1ee7 \u0111\u1ed9ng ghi nh\u1eadn c\u00e1c ch\u1ec9 s\u1ed1 t\u00f9y bi\u1ebfn (Custom Metrics) v\u00e0 chi ti\u1ebft d\u1ea5u v\u1ebft (Spans\/Traces).<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"21,2,0\"><b data-path-to-node=\"21,2,0\" data-index-in-node=\"0\">Cloud-Native Collectors:<\/b> T\u1ef1 \u0111\u1ed9ng k\u00e9o d\u1eef li\u1ec7u (Metrics\/Logs) t\u1eeb c\u00e1c d\u1ecbch v\u1ee5 d\u00f9ng s\u1eb5n c\u1ee7a nh\u00e0 cung c\u1ea5p Cloud (nh\u01b0 AWS CloudWatch, Azure Monitor) c\u1ee7a c\u00e1c c\u1ea5u ph\u1ea7n nh\u01b0 AWS RDS, S3, Lambda v\u1ec1 h\u1ec7 th\u1ed1ng t\u1eadp trung.<\/p>\n<\/li>\n<\/ul>\n<h4 data-path-to-node=\"22\">L\u1edbp 3: C\u1ed5ng X\u1eed L\u00fd Trung Gian (OpenTelemetry Collector Gateway)<\/h4>\n<p data-path-to-node=\"23\">\u0110\u00f3ng vai tr\u00f2 l\u00e0 &#8220;b\u1ed9 n\u00e3o \u0111i\u1ec1u ph\u1ed1i&#8221; d\u1eef li\u1ec7u \u0111\u1eb7t t\u1ea1i bi\u00ean c\u1ee7a t\u1eebng m\u00f4i tr\u01b0\u1eddng tr\u01b0\u1edbc khi \u0111\u1ea9y v\u1ec1 n\u1ec1n t\u1ea3ng Cloud SaaS:<\/p>\n<ul data-path-to-node=\"24\">\n<li>\n<p data-path-to-node=\"24,0,0\"><b data-path-to-node=\"24,0,0\" data-index-in-node=\"0\">Data Enrichment (L\u00e0m gi\u00e0u d\u1eef li\u1ec7u):<\/b> T\u1ef1 \u0111\u1ed9ng g\u00e1n nh\u00e3n ng\u1eef c\u1ea3nh \u0111\u1ed3ng nh\u1ea5t (Metadata Tags) cho m\u1ecdi lu\u1ed3ng d\u1eef li\u1ec7u truy\u1ec1n qua (v\u00ed d\u1ee5: <code data-path-to-node=\"24,0,0\" data-index-in-node=\"129\">env:production<\/code>, <code data-path-to-node=\"24,0,0\" data-index-in-node=\"145\">datacenter:hanoi-dc<\/code>, <code data-path-to-node=\"24,0,0\" data-index-in-node=\"166\">cluster:k8s-prod<\/code>).<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"24,1,0\"><b data-path-to-node=\"24,1,0\" data-index-in-node=\"0\">Tail-based Sampling (L\u1ea5y m\u1eabu th\u00f4ng minh):<\/b> Thay v\u00ec \u0111\u1ea9y 100% d\u1eef li\u1ec7u Traces v\u1ec1 Cloud g\u00e2y l\u00e3ng ph\u00ed chi ph\u00ed l\u01b0u tr\u1eef, OTel Gateway s\u1ebd gi\u1eef c\u00e1c Traces trong b\u1ed9 nh\u1edb \u0111\u1ec7m t\u1ea1m th\u1eddi. N\u1ebfu m\u1ed9t request th\u00e0nh c\u00f4ng (HTTP 200), n\u00f3 s\u1ebd gi\u1ea3m t\u1ef7 l\u1ec7 l\u1ea5y m\u1eabu. N\u1ebfu m\u1ed9t request l\u1ed7i (HTTP 500) ho\u1eb7c ph\u1ea3n h\u1ed3i ch\u1eadm (&gt; 2000ms), Gateway s\u1ebd g\u1eedi to\u00e0n b\u1ed9 Trace chi ti\u1ebft \u0111\u00f3 v\u1ec1 trung t\u00e2m \u0111\u1ec3 ph\u1ee5c v\u1ee5 \u0111i\u1ec1u tra s\u1ef1 c\u1ed1.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"24,2,0\"><b data-path-to-node=\"24,2,0\" data-index-in-node=\"0\">Security &amp; Data Masking:<\/b> T\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u00e0 m\u00e3 h\u00f3a ho\u1eb7c x\u00f3a b\u1ecf c\u00e1c d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m (PII nh\u01b0 s\u1ed1 th\u1ebb t\u00edn d\u1ee5ng, m\u1eadt kh\u1ea9u, th\u00f4ng tin c\u00e1 nh\u00e2n kh\u00e1ch h\u00e0ng) xu\u1ea5t hi\u1ec7n trong Logs tr\u01b0\u1edbc khi truy\u1ec1n ra ngo\u00e0i Internet.<\/p>\n<\/li>\n<\/ul>\n<h4 data-path-to-node=\"25\">L\u1edbp 4: N\u1ec1n T\u1ea3ng Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o (AIOps Platform &#8211; Datadog \/ Dynatrace)<\/h4>\n<p data-path-to-node=\"26\">To\u00e0n b\u1ed9 d\u1eef li\u1ec7u sau khi chu\u1ea9n h\u00f3a d\u01b0\u1edbi \u0111\u1ecbnh d\u1ea1ng <b data-path-to-node=\"26\" data-index-in-node=\"49\">OTLP (OpenTelemetry Protocol)<\/b> \u0111\u01b0\u1ee3c truy\u1ec1n qua k\u00eanh b\u1ea3o m\u1eadt HTTPS v\u1ec1 n\u1ec1n t\u1ea3ng AIOps. T\u1ea1i \u0111\u00e2y, c\u00e1c b\u1ed9 m\u00e1y AI (nh\u01b0 <i data-path-to-node=\"26\" data-index-in-node=\"161\">Dynatrace Davis<\/i> ho\u1eb7c <i data-path-to-node=\"26\" data-index-in-node=\"182\">Datadog Watchdog<\/i>) s\u1ebd th\u1ef1c hi\u1ec7n:<\/p>\n<ul data-path-to-node=\"27\">\n<li>\n<p data-path-to-node=\"27,0,0\"><b data-path-to-node=\"27,0,0\" data-index-in-node=\"0\">Smart Topology Mapping:<\/b> T\u1ef1 \u0111\u1ed9ng v\u1ebd b\u1ea3n \u0111\u1ed3 li\u00ean k\u1ebft \u0111\u1ed9ng c\u1ee7a to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng. AI hi\u1ec3u r\u00f5 m\u1ed1i quan h\u1ec7 t\u1eeb m\u1ed9t h\u00e0nh \u0111\u1ed9ng click chu\u1ed9t c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean \u1ee9ng d\u1ee5ng ch\u1ea1y \u1edf AWS, \u0111i qua \u0111\u01b0\u1eddng truy\u1ec1n m\u1ea1ng, \u0111\u1ebfn c\u00e2u l\u1ec7nh truy v\u1ea5n ch\u1ea1y d\u01b0\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u Oracle \u0111\u1eb7t t\u1ea1i On-premises.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"27,1,0\"><b data-path-to-node=\"27,1,0\" data-index-in-node=\"0\">B\u1ed1n C\u1ed9t Tr\u1ee5 D\u1eef Li\u1ec7u To\u00e0n Di\u1ec7n (The 4 Pillars of Telemetry):<\/b> Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf <b data-path-to-node=\"27,1,0\" data-index-in-node=\"81\">Metrics<\/b> (Ch\u1ec9 s\u1ed1), <b data-path-to-node=\"27,1,0\" data-index-in-node=\"99\">Logs<\/b> (Nh\u1eadt k\u00fd), <b data-path-to-node=\"27,1,0\" data-index-in-node=\"115\">Traces<\/b> (D\u1ea5u v\u1ebft), h\u1ec7 th\u1ed1ng t\u00edch h\u1ee3p th\u00eam <b data-path-to-node=\"27,1,0\" data-index-in-node=\"156\">Profiles<\/b> (B\u1ea3n s\u01a1 l\u01b0\u1ee3c hi\u1ec7u n\u0103ng). C\u1ed9t tr\u1ee5 th\u1ee9 t\u01b0 n\u00e0y cho ph\u00e9p AI ph\u00e2n t\u00edch m\u1ee9c \u0111\u1ed9 ti\u00eau th\u1ee5 t\u00e0i nguy\u00ean c\u1ee7a t\u1eebng h\u00e0m, t\u1eebng d\u00f2ng code trong th\u1eddi gian th\u1ef1c (Continuous Profiling) \u0111\u1ec3 ch\u1ec9 ra ch\u00ednh x\u00e1c \u0111i\u1ec3m ngh\u1ebdn m\u00e3 ngu\u1ed3n.<\/p>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"29\">3. Quy Tr\u00ecnh V\u1eadn H\u00e0nh Th\u00f4ng Minh: T\u1eeb C\u1ea3nh B\u00e1o \u0110\u1ebfn T\u1ef1 Ch\u1eefa L\u00e0nh (Closed-Loop Automation)<\/h2>\n<p data-path-to-node=\"30\">S\u1ee9c m\u1ea1nh th\u1ef1c s\u1ef1 c\u1ee7a s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa <a href=\"https:\/\/www.netgain-systems.com\/\" target=\"_blank\" rel=\"noopener\">Observability v\u00e0 AIOps<\/a> \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n r\u00f5 nh\u1ea5t khi h\u1ec7 th\u1ed1ng g\u1eb7p s\u1ef1 c\u1ed1 nghi\u00eam tr\u1ecdng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 k\u1ecbch b\u1ea3n v\u1eadn h\u00e0nh t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00e9p k\u00edn khi <b data-path-to-node=\"30\" data-index-in-node=\"174\">H\u1ec7 th\u1ed1ng Database On-Premises b\u1ecb qu\u00e1 t\u1ea3i<\/b>:<\/p>\n<h2 data-path-to-node=\"33\">4. L\u1ee3i \u00cdch Chi\u1ebfn L\u01b0\u1ee3c D\u00e0nh Cho Doanh Nghi\u1ec7p<\/h2>\n<p data-path-to-node=\"34\">Vi\u1ec7c tri\u1ec3n khai ki\u1ebfn tr\u00fac <a href=\"https:\/\/www.netgain-systems.com\/\" target=\"_blank\" rel=\"noopener\">Observability &amp; AIOps<\/a> mang l\u1ea1i nh\u1eefng gi\u00e1 tr\u1ecb kinh t\u1ebf v\u00e0 v\u1eadn h\u00e0nh v\u01b0\u1ee3t tr\u1ed9i cho c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p:<\/p>\n<ol start=\"1\" data-path-to-node=\"35\">\n<li>\n<p data-path-to-node=\"35,0,0\"><b data-path-to-node=\"35,0,0\" data-index-in-node=\"0\">T\u1ed1i \u01afu H\u00f3a Chi Ph\u00ed V\u1eadn H\u00e0nh (OpEx):<\/b> C\u01a1 ch\u1ebf l\u1ecdc v\u00e0 l\u1ea5y m\u1eabu th\u00f4ng minh (Tail-based Sampling) t\u1ea1i OpenTelemetry Gateway gi\u00fap doanh nghi\u1ec7p gi\u1ea3m t\u1edbi 30% &#8211; 40% chi ph\u00ed b\u0103ng th\u00f4ng v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng Cloud SaaS \u0111\u1eaft \u0111\u1ecf.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"35,1,0\"><b data-path-to-node=\"35,1,0\" data-index-in-node=\"0\">Gi\u1ea3m Thi\u1ec3u T\u1ed1i \u0110a Ch\u1ec9 S\u1ed1 MTTR (Mean Time To Resolution):<\/b> Nh\u1edd kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 (RCA) b\u1eb1ng AI ch\u1ec9 trong v\u00e0i gi\u00e2y, th\u1eddi gian t\u00ecm ki\u1ebfm v\u00e0 kh\u1eafc ph\u1ee5c l\u1ed7i gi\u1ea3m t\u1eeb v\u00e0i gi\u1edd \u0111\u1ed3ng h\u1ed3 xu\u1ed1ng c\u00f2n v\u00e0i ph\u00fat, b\u1ea3o v\u1ec7 uy t\u00edn th\u01b0\u01a1ng hi\u1ec7u v\u00e0 gi\u1ea3m thi\u1ec7t h\u1ea1i t\u00e0i ch\u00ednh do Downtime.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"35,2,0\"><b data-path-to-node=\"35,2,0\" data-index-in-node=\"0\">Lo\u1ea1i B\u1ecf T\u00ecnh Tr\u1ea1ng &#8220;B\u00e1o \u0110\u1ed9ng Gi\u1ea3&#8221; (Alert Fatigue):<\/b> Vi\u1ec7c chuy\u1ec3n t\u1eeb ng\u01b0\u1ee1ng t\u0129nh sang ng\u01b0\u1ee1ng \u0111\u1ed9ng d\u1ef1a tr\u00ean AI gi\u00fap tri\u1ec7t ti\u00eau l\u00ean t\u1edbi 90% c\u00e1c c\u1ea3nh b\u00e1o r\u00e1c, gi\u00fap \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 t\u1eadp trung n\u0103ng l\u01b0\u1ee3ng v\u00e0o c\u00e1c t\u00e1c v\u1ee5 mang l\u1ea1i gi\u00e1 tr\u1ecb cao h\u01a1n thay v\u00ec b\u1ecb ki\u1ec7t s\u1ee9c v\u00ec c\u00e1c cu\u1ed9c g\u1ecdi b\u00e1o \u0111\u1ed9ng trong \u0111\u00eam.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"35,3,0\"><b data-path-to-node=\"35,3,0\" data-index-in-node=\"0\">Ki\u1ebfn Tr\u00fac Linh Ho\u1ea1t, Kh\u00f4ng B\u1ecb Kh\u00f3a Nh\u00e0 Cung C\u1ea5p (Vendor Lock-in):<\/b> Nh\u1edd s\u1eed d\u1ee5ng ti\u00eau chu\u1ea9n m\u1edf to\u00e0n c\u1ea7u OpenTelemetry v\u00e0 eBPF \u1edf t\u1ea7ng thu th\u1eadp, doanh nghi\u1ec7p ho\u00e0n to\u00e0n l\u00e0m ch\u1ee7 d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i t\u1eeb nh\u00e0 cung c\u1ea5p ph\u00e2n t\u00edch n\u00e0y sang nh\u00e0 cung c\u1ea5p kh\u00e1c c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n ch\u1ec9 b\u1eb1ng c\u00e1ch thay \u0111\u1ed5i c\u1ea5u h\u00ecnh xu\u1ea5t d\u1eef li\u1ec7u (Exporter) m\u00e0 kh\u00f4ng c\u1ea7n can thi\u1ec7p l\u1ea1i v\u00e0o h\u1ea1 t\u1ea7ng h\u1ec7 th\u1ed1ng hay m\u00e3 ngu\u1ed3n \u1ee9ng d\u1ee5ng.<\/p>\n<\/li>\n<li><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-47743\" src=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-scaled.png\" alt=\"\" width=\"2560\" height=\"1396\" srcset=\"https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-scaled.png 2560w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-733x400.png 733w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-1400x764.png 1400w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-768x419.png 768w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-1536x838.png 1536w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-2048x1117.png 2048w, https:\/\/vinastech.vn\/wp-content\/uploads\/2026\/06\/Gemini_Generated_Image_6cr5lr6cr5lr6cr5-600x327.png 600w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Kh\u00e1m ph\u00e1 xu h\u01b0\u1edbng gi\u00e1m s\u00e1t h\u1ea1 t\u1ea7ng CNTT 2026: Cu\u1ed9c d\u1ecbch chuy\u1ec3n t\u1eeb Monitoring truy\u1ec1n th\u1ed1ng sang Observability to\u00e0n di\u1ec7n k\u1ebft h\u1ee3p AIOps, eBPF v\u00e0 OpenTelemetry gi\u00fap h\u1ec7 th\u1ed1ng t\u1ef1 ch\u1eefa l\u00e0nh, t\u1ed1i \u01b0u chi ph\u00ed Hybrid Cloud.<\/p>\n","protected":false},"author":1,"featured_media":47743,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,2545,2573,2555,2571,2553,1718,1612],"tags":[],"class_list":["post-47739","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-khong-phan-loai","category-dich-vu","category-dich-vu-thue-ngoai","category-giai-phap","category-he-thong-giam-sat-va-tu-dong-hoa","category-managed-service","category-tin-cong-nghe-vi","category-tin-tuc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Gi\u00e1m S\u00e1t H\u1ea1 T\u1ea7ng CNTT - Observability &amp; AIOps IT<\/title>\n<meta name=\"description\" content=\"Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd, h\u1ea1 t\u1ea7ng CNTT c\u1ee7a c\u00e1c doanh nghi\u1ec7p kh\u00f4ng c\u00f2n g\u00f3i g\u1ecdn trong c\u00e1c ph\u00f2ng m\u00e1y ch\u1ee7 v\u1eadt l\u00fd (On-premises) ri\u00eang l\u1ebb. 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