{"id":4804,"date":"2025-09-29T11:12:00","date_gmt":"2025-09-29T11:12:00","guid":{"rendered":"https:\/\/lp.szlogic.cn\/knowledge-center\/big-data-vs-traditional-data-key-differences-explained\/"},"modified":"2026-06-22T06:36:40","modified_gmt":"2026-06-22T06:36:40","slug":"big-data-vs-traditional-data-key-differences-explained","status":"publish","type":"post","link":"https:\/\/resourceslp.szlogic.cn\/vi\/knowledge-center\/big-data-vs-traditional-data-key-differences-explained","title":{"rendered":"Big Data so v\u1edbi D\u1eef li\u1ec7u Truy\u1ec1n th\u1ed1ng: Nh\u1eefng kh\u00e1c bi\u1ec7t then ch\u1ed1t b\u1ea1n c\u1ea7n bi\u1ebft"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"712\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f.webp\" alt=\"Big Data vs. Traditional Data\" class=\"wp-image-4801\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f.webp 1200w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f-300x178.webp 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f-1024x608.webp 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f-768x456.webp 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/fc079396038246f79d60cf11132cb15f-18x12.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" >\u2776 Gi\u1edbi thi\u1ec7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u lu\u00f4n l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh, nh\u01b0ng c\u00e1ch ch\u00fang ta thu th\u1eadp, l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u00e3 thay \u0111\u1ed5i m\u1ed9t c\u00e1ch \u0111\u00e1ng k\u1ec3. Ng\u00e0y nay, c\u00e1c t\u1ed5 ch\u1ee9c ph\u00e2n bi\u1ec7t gi\u1eefa <strong>d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng<\/strong> \u2014 c\u00f3 c\u1ea5u tr\u00fac, quy m\u00f4 nh\u1ecf h\u01a1n v\u00e0 c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c trong c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 \u2014 v\u00e0 <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/glossary\/what-is-big-data-definition-characteristics-applications-trends\/\"><strong>D\u1eef li\u1ec7u l\u1edbn<\/strong><\/a>, v\u1ed1n r\u1ea5t l\u1edbn, ph\u1ee9c t\u1ea1p v\u00e0 th\u01b0\u1eddng kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c hi\u1ec3u r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa hai lo\u1ea1i n\u00e0y l\u00e0 \u0111i\u1ec1u thi\u1ebft y\u1ebfu \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang l\u00ean k\u1ebf ho\u1ea1ch chuy\u1ec3n \u0111\u1ed5i s\u1ed1, \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ho\u1eb7c m\u1edf r\u1ed9ng n\u0103ng l\u1ef1c ph\u00e2n t\u00edch c\u1ee7a m\u00ecnh. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd l\u00e0m r\u00f5 c\u00e1c <strong>kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa D\u1eef li\u1ec7u l\u1edbn v\u00e0 D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng<\/strong>, \u0111\u1ed3ng th\u1eddi kh\u00e1m ph\u00e1 c\u00e1ch c\u00e1c c\u00f4ng ngh\u1ec7 m\u1ea1ng hi\u1ec7n \u0111\u1ea1i, bao g\u1ed3m c\u1ea3 <a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\"><strong>b\u1ed9 thu ph\u00e1t quang t\u1eeb LINK-PP<\/strong><\/a>, gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c qu\u1ea3n l\u00fd s\u1ef1 chuy\u1ec3n d\u1ecbch n\u00e0y.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" >\u2777 D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c t\u1eadp d\u1eef li\u1ec7u c\u00f3 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>C\u00f3 c\u1ea5u tr\u00fac<\/strong>: \u0110\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 v\u1edbi c\u00e1c h\u00e0ng v\u00e0 c\u1ed9t \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh r\u00f5 r\u00e0ng.<\/p><\/li><li><p><strong>K\u00edch th\u01b0\u1edbc d\u1ec5 qu\u1ea3n l\u00fd<\/strong>: Th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng MB ho\u1eb7c GB, x\u1eed l\u00fd tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 \u0111\u01a1n l\u1ebb.<\/p><\/li><li><p><strong>T\u0129nh<\/strong>: Vi\u1ec7c c\u1eadp nh\u1eadt d\u1eef li\u1ec7u \u00edt di\u1ec5n ra v\u00e0 th\u01b0\u1eddng \u0111\u01b0\u1ee3c x\u1eed l\u00fd theo l\u00f4.<\/p><\/li><li><p><strong>T\u1ed1c \u0111\u1ed9 th\u1ea5p<\/strong>: \u0110\u01b0\u1ee3c t\u1ea1o ra v\u1edbi t\u1ed1c \u0111\u1ed9 c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c (v\u00ed d\u1ee5: h\u1ed3 s\u01a1 b\u00e1n h\u00e0ng, h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng).<\/p><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf s\u1eed d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng ERP, CRM v\u00e0 \u1ee9ng d\u1ee5ng t\u00e0i ch\u00ednh.<\/p><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" >\u2778 D\u1eef li\u1ec7u l\u1edbn l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/glossary\/what-is-big-data-definition-characteristics-applications-trends\/\">D\u1eef li\u1ec7u l\u1edbn<\/a>, ng\u01b0\u1ee3c l\u1ea1i, \u0111\u01b0\u1ee3c \u0111\u1eb7c tr\u01b0ng b\u1edfi <strong>5V<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>Kh\u1ed1i l\u01b0\u1ee3ng<\/strong>: Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng TB ho\u1eb7c PB.<\/p><\/li><li><p><strong>T\u1ed1c \u0111\u1ed9 (Velocity)<\/strong>: \u0110\u01b0\u1ee3c t\u1ea1o ra v\u00e0 x\u1eed l\u00fd theo th\u1eddi gian th\u1ef1c ho\u1eb7c g\u1ea7n th\u1eddi gian th\u1ef1c.<\/p><\/li><li><p><strong>\u0110a d\u1ea1ng (Variety)<\/strong>: Bao g\u1ed3m d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac, b\u00e1n c\u1ea5u tr\u00fac v\u00e0 kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac (v\u00ed d\u1ee5: c\u1ea3m bi\u1ebfn IoT, m\u1ea1ng x\u00e3 h\u1ed9i, h\u00ecnh \u1ea3nh, video).<\/p><\/li><li><p><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c (Veracity)<\/strong>: D\u1eef li\u1ec7u c\u00f3 th\u1ec3 kh\u00f4ng ch\u1eafc ch\u1eafn ho\u1eb7c thi\u1ebfu nh\u1ea5t qu\u00e1n, \u0111\u00f2i h\u1ecfi x\u1eed l\u00fd n\u00e2ng cao.<\/p><\/li><li><p><strong>Value<\/strong>: C\u00e1c th\u00f4ng tin \u0111\u01b0\u1ee3c khai th\u00e1c t\u1eeb D\u1eef li\u1ec7u l\u1edbn th\u00fac \u0111\u1ea9y tr\u00ed tu\u1ec7 kinh doanh, AI v\u00e0 ph\u00e2n t\u00edch d\u1ef1 b\u00e1o.<\/p><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>C\u00e1c m\u00f4i tr\u01b0\u1eddng D\u1eef li\u1ec7u l\u1edbn ph\u1ee5 thu\u1ed9c v\u00e0o l\u01b0u tr\u1eef ph\u00e2n t\u00e1n (v\u00ed d\u1ee5: Hadoop, n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y) v\u00e0 m\u1ea1ng t\u1ed1c \u0111\u1ed9 cao \u0111\u1ec3 qu\u1ea3n l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3.<\/p><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" >\u2779 So s\u00e1nh D\u1eef li\u1ec7u l\u1edbn v\u00e0 D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng: C\u00e1c kh\u00e1c bi\u1ec7t ch\u00ednh<\/h2>\n\n\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<colgroup><col style=\"width: 126px;\"\/><col style=\"width: 283px;\"\/><col style=\"min-width: 25px;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p>\u0110\u1eb7c t\u00ednh<\/p><\/th><th colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>D\u1eef li\u1ec7u l\u1edbn<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>Lo\u1ea1i d\u1eef li\u1ec7u<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>C\u00f3 c\u1ea5u tr\u00fac (b\u1ea3ng, h\u00e0ng, c\u1ed9t)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>C\u00f3 c\u1ea5u tr\u00fac + Kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac + B\u00e1n c\u1ea5u tr\u00fac<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>K\u00edch th\u01b0\u1edbc<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>T\u1eeb MB \u0111\u1ebfn GB<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>T\u1eeb TB \u0111\u1ebfn PB v\u00e0 h\u01a1n th\u1ebf n\u1eefa<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>X\u1eed l\u00fd<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>X\u1eed l\u00fd theo l\u00f4, truy v\u1ea5n SQL<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Th\u1eddi gian th\u1ef1c, song song v\u00e0 ph\u00e2n t\u00e1n<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>B\u1ed9 nh\u1edb l\u01b0u tr\u1eef<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>C\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 (RDBMS)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>NoSQL, Hadoop, h\u1ec7 th\u1ed1ng t\u1ec7p ph\u00e2n t\u00e1n<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>T\u1ed1c \u0111\u1ed9 (Velocity)<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>Ch\u1eadm, c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Nhanh, li\u00ean t\u1ee5c, lu\u1ed3ng d\u1eef li\u1ec7u t\u1ea7n su\u1ea5t cao<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"126\"><p><strong>Tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng<\/strong><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"283\"><p>H\u1ed3 s\u01a1 t\u00e0i ch\u00ednh, ERP, CRM<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/knowledge-center\/artificial-intelligence-what-it-is-and-how-it-works-explained\/\">AI<\/a>, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/knowledge-center\/iot-internet-of-things-definition-and-real-world-examples\/\">IoT<\/a>, ph\u00e2n t\u00edch d\u1ef1 b\u00e1o, \u1ee9ng d\u1ee5ng \u0111\u00e1m m\u00e2y<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" >\u277a T\u1ea1i sao h\u1ea1 t\u1ea7ng l\u1ea1i quan tr\u1ecdng?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i t\u1eeb qu\u1ea3n l\u00fd d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng sang ph\u00e2n t\u00edch D\u1eef li\u1ec7u l\u1edbn s\u1ebd kh\u00f4ng th\u00e0nh c\u00f4ng n\u1ebfu thi\u1ebfu <strong>h\u1ea1 t\u1ea7ng c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong>. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m m\u00e1y ch\u1ee7 hi\u1ec7u n\u0103ng cao, l\u01b0u tr\u1eef ph\u00e2n t\u00e1n v\u00e0 quan tr\u1ecdng nh\u1ea5t l\u00e0, <strong>k\u1ebft n\u1ed1i b\u0103ng th\u00f4ng r\u1ed9ng, \u0111\u1ed9 tr\u1ec5 th\u1ea5p<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4-\u0111un quang \u2014 ch\u1eb3ng h\u1ea1n nh\u01b0 <a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/products\/476092.htm\"><strong>SFP<\/strong><\/a><strong>, <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/products\/475817.htm\"><strong>SFP+<\/strong><\/a><strong>, <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/products\/491452.htm\"><strong>QSFP28<br><\/strong><\/a><strong>, and <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/products\/488452.htm\"><strong>thu ph\u00e1t 100G<\/strong><\/a> \u2014 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 di chuy\u1ec3n nhanh ch\u00f3ng v\u00e0 an to\u00e0n gi\u1eefa c\u00e1c m\u00e1y ch\u1ee7, h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef v\u00e0 n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Kh\u00e1m ph\u00e1 <a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\"><strong>b\u1ed9 thu ph\u00e1t quang v\u00e0 m\u00f4-\u0111un SFP<\/strong><\/a> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c D\u1eef li\u1ec7u l\u1edbn.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1200\" height=\"712\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791.webp\" alt=\"optical transceivers and SFP modules\" class=\"wp-image-4802\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791.webp 1200w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791-300x178.webp 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791-1024x608.webp 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791-768x456.webp 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/ffd7d2ab93c8410a9c0b0eea0793d791-18x12.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" >\u277b C\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (Machine Learning)<\/strong>: Y\u00eau c\u1ea7u c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng D\u1eef li\u1ec7u l\u1edbn \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9 t\u1ed1c \u0111\u1ed9 cao.<\/p><\/li><li><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/knowledge-center\/iot-internet-of-things-definition-and-real-world-examples\/\"><strong>IoT<\/strong><\/a><strong> Tri\u1ec3n khai<\/strong>: H\u00e0ng t\u1ef7 thi\u1ebft b\u1ecb t\u1ea1o ra lu\u1ed3ng d\u1eef li\u1ec7u li\u00ean t\u1ee5c c\u1ea7n \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch.<\/p><\/li><li><p><strong>Ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c<\/strong>: T\u1eeb ph\u00e1t hi\u1ec7n gian l\u1eadn \u0111\u1ebfn \u0111\u1ec1 xu\u1ea5t c\u00e1 nh\u00e2n h\u00f3a, c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c nh\u1ea1y c\u1ea3m v\u1edbi \u0111\u1ed9 tr\u1ec5 \u0111\u1ec1u ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ea1ng d\u1ef1a tr\u00ean s\u1ee3i quang.\u2019<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" >\u277c K\u1ebft lu\u1eadn<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 <strong>D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng<\/strong> ti\u1ebfp t\u1ee5c ph\u1ee5c v\u1ee5 c\u00e1c quy tr\u00ecnh kinh doanh c\u00f3 c\u1ea5u tr\u00fac, <strong>D\u1eef li\u1ec7u l\u1edbn<\/strong> l\u00e0 y\u1ebfu t\u1ed1 thi\u1ebft y\u1ebfu \u0111\u1ec3 khai ph\u00e1 ph\u00e2n t\u00edch n\u00e2ng cao, AI v\u00e0 \u0111\u1ed5i m\u1edbi IoT. C\u00e1c kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i n\u1eb1m \u1edf <strong>quy m\u00f4, t\u1ed1c \u0111\u1ed9 v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p<\/strong> \u2014 nh\u1eefng y\u1ebfu t\u1ed1 n\u00e0y \u0111\u00f2i h\u1ecfi h\u1ea1 t\u1ea7ng m\u1ea1nh m\u1ebd v\u00e0 s\u1eb5n s\u00e0ng cho t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1edbi danh m\u1ee5c b\u1ed9 thu ph\u00e1t quang hi\u1ec7u n\u0103ng cao c\u1ee7a m\u00ecnh, <strong>LINK-PP<\/strong> trao quy\u1ec1n cho c\u00e1c t\u1ed5 ch\u1ee9c chuy\u1ec3n \u0111\u1ed5i li\u1ec1n m\u1ea1ch t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng sang m\u00f4i tr\u01b0\u1eddng D\u1eef li\u1ec7u l\u1edbn, \u0111\u1ea3m b\u1ea3o <strong>k\u1ebft n\u1ed1i nhanh, \u0111\u00e1ng tin c\u1eady v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c gi\u1ea3i ph\u00e1p m\u00f4-\u0111un quang c\u1ee7a LINK-PP t\u1ea1i \u0111\u00e2y:<br\/><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\"><strong>B\u1ed9 thu ph\u00e1t quang v\u00e0 m\u00f4-\u0111un SFP c\u1ee7a LINK-PP<\/strong><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" >\u277d C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p (FAQ)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C1: Li\u1ec7u D\u1eef li\u1ec7u l\u1edbn c\u00f3 \u0111ang thay th\u1ebf D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng?<\/strong><br\/>\u0110: Kh\u00f4ng ho\u00e0n to\u00e0n. D\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng v\u1eabn \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c h\u1ec7 th\u1ed1ng giao d\u1ecbch c\u00f3 c\u1ea5u tr\u00fac, trong khi D\u1eef li\u1ec7u l\u1edbn x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn, \u0111a d\u1ea1ng v\u00e0 th\u1eddi gian th\u1ef1c. Hai lo\u1ea1i n\u00e0y th\u01b0\u1eddng t\u1ed3n t\u1ea1i song song trong c\u00e1c m\u00f4i tr\u01b0\u1eddng lai.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C2: V\u00ec sao D\u1eef li\u1ec7u l\u1edbn l\u1ea1i quan tr\u1ecdng \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p ng\u00e0y nay?<\/strong><br\/>A: <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/vi\/glossary\/what-is-big-data-definition-characteristics-applications-trends\/\">D\u1eef li\u1ec7u l\u1edbn<\/a> cho ph\u00e9p ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c, \u0111\u01b0a ra th\u00f4ng tin d\u1ef1 b\u00e1o v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 c\u00e1 nh\u00e2n h\u00f3a \u2014 nh\u1eefng y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 c\u1ea1nh tranh trong c\u00e1c th\u1ecb tr\u01b0\u1eddng k\u1ef9 thu\u1eadt s\u1ed1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C3: T\u00f4i c\u1ea7n h\u1ea1 t\u1ea7ng n\u00e0o \u0111\u1ec3 h\u1ed7 tr\u1ee3 D\u1eef li\u1ec7u l\u1edbn?<\/strong><br\/>\u0110: C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n l\u01b0u tr\u1eef ph\u00e2n t\u00e1n, m\u00e1y ch\u1ee7 hi\u1ec7u n\u0103ng cao v\u00e0 <strong>m\u00f4-\u0111un m\u1ea1ng quang<\/strong> \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c truy\u1ec1n d\u1eef li\u1ec7u v\u1edbi \u0111\u1ed9 tr\u1ec5 th\u1ea5p v\u00e0 b\u0103ng th\u00f4ng cao.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C4: C\u01a1 s\u1edf d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng c\u00f3 th\u1ec3 x\u1eed l\u00fd D\u1eef li\u1ec7u l\u1edbn hay kh\u00f4ng?<\/strong><br\/>\u0110: C\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 truy\u1ec1n th\u1ed1ng g\u1eb7p kh\u00f3 kh\u0103n v\u1edbi quy m\u00f4 v\u00e0 \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a D\u1eef li\u1ec7u l\u1edbn. C\u00e1c n\u1ec1n t\u1ea3ng hi\u1ec7n \u0111\u1ea1i nh\u01b0 Hadoop, Spark v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed1c \u0111\u00e1m m\u00e2y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>C5: C\u00e1c m\u00f4-\u0111un quang LINK-PP h\u1ed7 tr\u1ee3 D\u1eef li\u1ec7u l\u1edbn nh\u01b0 th\u1ebf n\u00e0o?<\/strong><br\/>A: <a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\">transceiver quang h\u1ecdc LINK-PP<\/a> cung c\u1ea5p k\u1ebft n\u1ed1i t\u1ed1c \u0111\u1ed9 cao v\u00e0 \u0111\u00e1ng tin c\u1eady gi\u1eefa c\u00e1c m\u00e1y ch\u1ee7, h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef v\u00e0 h\u1ec7 th\u1ed1ng \u0111\u00e1m m\u00e2y, \u0111\u1ea3m b\u1ea3o D\u1eef li\u1ec7u l\u1edbn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>","protected":false},"excerpt":{"rendered":"<p>T\u00ecm hi\u1ec3u s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Big Data v\u00e0 D\u1eef li\u1ec7u Truy\u1ec1n th\u1ed1ng, bao g\u1ed3m quy m\u00f4, t\u1ed1c \u0111\u1ed9, \u0111\u1ed9 ph\u1ee9c t\u1ea1p v\u00e0 nhu c\u1ea7u v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng. Kh\u00e1m ph\u00e1 c\u00e1ch c\u00e1c module quang h\u1ed7 tr\u1ee3 c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c Big Data hi\u1ec7n \u0111\u1ea1i.<\/p>","protected":false},"author":1,"featured_media":4803,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[26],"class_list":["post-4804","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-center","tag-optics-transceivers"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/posts\/4804","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/comments?post=4804"}],"version-history":[{"count":4,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/posts\/4804\/revisions"}],"predecessor-version":[{"id":11045,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/posts\/4804\/revisions\/11045"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/media\/4803"}],"wp:attachment":[{"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/media?parent=4804"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/categories?post=4804"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/vi\/wp-json\/wp\/v2\/tags?post=4804"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}