{"id":26956,"date":"2024-07-05T10:00:09","date_gmt":"2024-07-05T03:00:09","guid":{"rendered":"https:\/\/www.fiahub.com\/blog\/?p=26956"},"modified":"2025-06-08T11:01:13","modified_gmt":"2025-06-08T04:01:13","slug":"depin-san-sang-pha-vo-nganh-cong-nghiep-dien-toan-dam-may-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/www.fiahub.com\/blog\/depin-san-sang-pha-vo-nganh-cong-nghiep-dien-toan-dam-may-nhu-the-nao\/","title":{"rendered":"DePIN s\u1eb5n s\u00e0ng ph\u00e1 v\u1ee1 ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 b\u00e1o c\u00e1o kh\u00e1m ph\u00e1 c\u00e1ch m\u1ea1ng <a href=\"https:\/\/www.fiahub.com\/blog\/depin-la-gi-lieu-depin-co-du-suc-tao-trend-trong-2024\/\">DePIN<\/a> v\u00e0 h\u1ec7 sinh th\u00e1i SwanChain \u0111ang thay \u0111\u1ed5i ng\u00e0nh \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Trong v\u00e0i n\u0103m qua, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n. V\u1ed1n h\u00f3a th\u1ecb tr\u01b0\u1eddng c\u1ee7a n\u00f3 \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd t\u0103ng g\u1ea5p b\u1ed1n l\u1ea7n l\u00ean 2,3 ngh\u00ecn t\u1ef7 USD v\u00e0o n\u0103m 2032. Tuy nhi\u00ean, do th\u1ecb tr\u01b0\u1eddng b\u1ecb th\u1ed1ng tr\u1ecb b\u1edfi m\u1ed9t s\u1ed1 \u00edt ng\u01b0\u1eddi tham gia, nh\u01b0 AWS, Azure v\u00e0 Google Cloud, n\u00ean c\u00e1c c\u00f4ng ty v\u00e0 ng\u01b0\u1eddi d\u00f9ng b\u00e1n l\u1ebb tr\u00ean to\u00e0n th\u1ebf gi\u1edbi s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng n\u1eb7ng n\u1ec1 do l\u1ed7i h\u1ec7 th\u1ed1ng c\u1ee7a m\u1ed9t trong nh\u1eefng nh\u1eefng ng\u01b0\u1eddi ch\u01a1i n\u00e0y. S\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Meta v\u00e0o th\u00e1ng 3 n\u0103m 2024 \u0111\u00e3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u00edt nh\u1ea5t 600.000 ng\u01b0\u1eddi tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.<\/span><\/p>\n<figure id=\"attachment_26958\" aria-describedby=\"caption-attachment-26958\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-26958\" src=\"https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10.png\" alt=\"\" width=\"900\" height=\"425\" srcset=\"https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10.png 1212w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-300x142.png 300w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-1024x483.png 1024w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-150x71.png 150w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-768x362.png 768w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-450x212.png 450w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.10-1200x566.png 1200w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption id=\"caption-attachment-26958\" class=\"wp-caption-text\">Ph\u00e2n b\u1ed5 th\u1ecb tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y &#8211; Ngu\u1ed3n: Statista<\/figcaption><\/figure>\n<p><b>DePIN (C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u1eadt l\u00fd phi t\u1eadp trung)<\/b><span style=\"font-weight: 400;\"> v\u00e0 <\/span><b>DeREN (M\u1ea1ng t\u00e0i nguy\u00ean phi t\u1eadp trung) <\/b><span style=\"font-weight: 400;\">c\u00f3 ti\u1ec1m n\u0103ng kh\u00f4ng ch\u1ec9 gi\u1ea3m thi\u1ec3u r\u1ee7i ro c\u1ee7a nh\u1eefng s\u1ef1 c\u1ed1 nh\u01b0 v\u1eady m\u00e0 c\u00f2n t\u0103ng c\u01b0\u1eddng t\u00ednh b\u1ea3o m\u1eadt v\u00e0 minh b\u1ea1ch c\u1ee7a qu\u00e1 tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ed3ng th\u1eddi gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb. SwanChain \u0111\u00e3 xu\u1ea5t b\u1ea3n m\u1ed9t b\u00e1o c\u00e1o \u0111\u00e1nh gi\u00e1 c\u00e1c v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng c\u1ee7a th\u1ecb tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y c\u0169ng nh\u01b0 c\u00e1ch DePIN v\u00e0 DeREN c\u00f3 th\u1ec3 d\u00e2n ch\u1ee7 h\u00f3a v\u00e0 n\u00e2ng cao n\u00f3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ef1 t\u0103ng tr\u01b0\u1edfng c\u1ee7a DePIN v\u00e0 DeREN \u0111\u01b0\u1ee3c k\u00edch th\u00edch b\u1edfi s\u1ef1 gia t\u0103ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI chuy\u00ean s\u00e2u v\u1ec1 t\u00ednh to\u00e1n, th\u1ecb tr\u01b0\u1eddng c\u1ee7a ch\u00fang d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd \u0111\u1ea1t kho\u1ea3ng 1,4 ngh\u00ecn t\u1ef7 USD v\u00e0o n\u0103m 2029. DePIN v\u00e0 DeREN c\u00f3 th\u1ec3 h\u1ea1 th\u1ea5p r\u00e0o c\u1ea3n gia nh\u1eadp \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI th\u00f4ng qua kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n r\u1ebb h\u01a1n. V\u00ed d\u1ee5: <strong>Flux<\/strong> cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y gi\u1ed1ng nh\u01b0 <strong>Google Cloud<\/strong> v\u1edbi chi ph\u00ed ch\u1ec9 b\u1eb1ng m\u1ed9t ph\u1ea7n nh\u1ecf so v\u1edbi Google Cloud (5 USD so v\u1edbi 300 USD). Nh\u1eefng l\u00fd do \u0111\u1eb1ng sau vi\u1ec7c gi\u1ea3m chi ph\u00ed \u0111\u00e1ng k\u1ec3 nh\u01b0 v\u1eady \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 chi ti\u1ebft trong b\u00e1o c\u00e1o.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.fiahub.com\/blog\/depin-san-sang-pha-vo-nganh-cong-nghiep-dien-toan-dam-may-nhu-the-nao\/#Vai_tro_cua_SwanChain_trong_khong_gian_DePIN\" >Vai tr\u00f2 c\u1ee7a SwanChain trong kh\u00f4ng gian DePIN<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.fiahub.com\/blog\/depin-san-sang-pha-vo-nganh-cong-nghiep-dien-toan-dam-may-nhu-the-nao\/#Dien_toan_AI_va_ZK\" >\u0110i\u1ec7n to\u00e1n AI v\u00e0 ZK<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Vai_tro_cua_SwanChain_trong_khong_gian_DePIN\"><\/span><span style=\"font-weight: 400;\">Vai tr\u00f2 c\u1ee7a SwanChain trong kh\u00f4ng gian DePIN<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Swan Chain cung c\u1ea5p n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y phi t\u1eadp trung cung c\u1ea5p c\u00e1c t\u00e0i nguy\u00ean nh\u01b0 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n, l\u01b0u tr\u1eef v\u00e0 b\u0103ng th\u00f4ng. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c \u1ee9ng d\u1ee5ng AI, h\u1ee3p \u0111\u1ed3ng th\u00f4ng minh v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 phi t\u1eadp trung kh\u00e1c. V\u1ec1 c\u1ed1t l\u00f5i, n\u1ec1n t\u1ea3ng n\u00e0y l\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng \u0111\u1eb7t gi\u00e1 th\u1ea7u l\u01b0u tr\u1eef v\u00e0 \u0111i\u1ec7n to\u00e1n AI, n\u01a1i ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u0103ng y\u00eau c\u1ea7u v\u1ec1 c\u00e1c t\u00e0i nguy\u00ean ph\u00f9 h\u1ee3p v\u1edbi nh\u00e0 cung c\u1ea5p.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ed d\u1ee5: n\u1ebfu ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i hi\u1ec3n th\u1ecb ho\u1ea1t \u1ea3nh 3D ph\u1ee9c t\u1ea1p m\u00e0 kh\u00f4ng c\u00f3 ph\u1ea7n c\u1ee9ng c\u1ea7n thi\u1ebft, h\u1ecd c\u00f3 th\u1ec3 \u0111\u0103ng y\u00eau c\u1ea7u tr\u00ean n\u1ec1n t\u1ea3ng c\u1ee7a Swan Chain. C\u00e1c nh\u00e0 cung c\u1ea5p c\u00f3 kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n c\u1ea7n thi\u1ebft c\u00f3 th\u1ec3 \u0111\u1ea5u th\u1ea7u \u0111\u1ec3 \u0111\u1ea3m nh\u1eadn nhi\u1ec7m v\u1ee5 n\u00e0y. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m th\u1eddi gian v\u00e0 chi ph\u00ed so v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y truy\u1ec1n th\u1ed1ng. Theo th\u00f4ng tin do nh\u00f3m SwanChain cung c\u1ea5p, vi\u1ec7c ch\u1ea1y m\u00f4 h\u00ecnh gi\u1ed1ng Chat GPT tr\u00ean m\u1ea1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee7a Swan Chain c\u00f3 th\u1ec3 r\u1ebb h\u01a1n 40-50% so v\u1edbi c\u00e1c c\u00f4ng ty l\u1edbn tr\u00ean th\u1ecb tr\u01b0\u1eddng nh\u01b0 AWS.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Dien_toan_AI_va_ZK\"><\/span><span style=\"font-weight: 400;\">\u0110i\u1ec7n to\u00e1n AI v\u00e0 ZK<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">H\u1ec7 sinh th\u00e1i c\u1ee7a Swan Chain d\u1ef1a tr\u00ean m\u1ea1ng l\u01b0\u1edbi phi t\u1eadp trung g\u1ed3m c\u00e1c nh\u00e0 cung c\u1ea5p ph\u1ea7n c\u1ee9ng th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 \u0111i\u1ec7n to\u00e1n thay m\u1eb7t cho ng\u01b0\u1eddi d\u00f9ng. L\u1edbp \u0111i\u1ec7n to\u00e1n n\u00e0y ch\u1ea5p nh\u1eadn thanh to\u00e1n b\u1eb1ng nhi\u1ec1u lo\u1ea1i token kh\u00e1c nhau tr\u00ean c\u00e1c chu\u1ed7i kh\u1ed1i. C\u00e1c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n <a href=\"https:\/\/www.fiahub.com\">Zero-Knowledge (ZK)<\/a> n\u1eb1m trong s\u1ed1 c\u00e1c d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c cung c\u1ea5p. N\u1ec1n t\u1ea3ng n\u00e0y \u0111\u00e3 x\u1eed l\u00fd g\u1ea7n 350.000 t\u00e1c v\u1ee5 \u0111i\u1ec7n to\u00e1n ZK trong v\u00f2ng hai th\u00e1ng k\u1ec3 t\u1eeb khi ra m\u1eaft, cho th\u1ea5y kh\u1ea3 n\u0103ng cung c\u1ea5p t\u00e0i nguy\u00ean \u0111i\u1ec7n to\u00e1n cho c\u00e1c \u1ee9ng d\u1ee5ng ZK tr\u00ean quy m\u00f4 l\u1edbn.<\/span><\/p>\n<figure id=\"attachment_26959\" aria-describedby=\"caption-attachment-26959\" style=\"width: 900px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-26959\" src=\"https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21.png\" alt=\"DePIN\" width=\"900\" height=\"466\" srcset=\"https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21.png 1202w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-300x155.png 300w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-1024x530.png 1024w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-150x78.png 150w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-768x397.png 768w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-450x233.png 450w, https:\/\/www.fiahub.com\/blog\/wp-content\/uploads\/2024\/07\/Anh-chup-Man-hinh-2024-07-06-luc-09.44.21-1200x621.png 1200w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption id=\"caption-attachment-26959\" class=\"wp-caption-text\">Nh\u00e0 cung c\u1ea5p \u0111i\u1ec7n to\u00e1n bi\u00ean &#8211; Ngu\u1ed3n: Swanchain<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">B\u00e1o c\u00e1o c\u1ee7a ch\u00fang t\u00f4i c\u0169ng \u0111\u01b0a ra c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 s\u1ef1 m\u1edf r\u1ed9ng nhanh ch\u00f3ng c\u1ee7a l\u0129nh v\u1ef1c DePIN v\u00e0 \u0111\u01b0a ra so s\u00e1nh gi\u1eefa c\u00e1c d\u1ef1 \u00e1n DePIN \u0111\u00e1ng ch\u00fa \u00fd nh\u01b0 Filecoin, Render Token\u2026 Nh\u1eefng d\u1ef1 \u00e1n n\u00e0y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 c\u00e1c nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh v\u1ec1 c\u00e1ch c\u00e1c m\u1ea1ng phi t\u1eadp trung c\u00f3 th\u1ec3 n\u00e2ng cao c\u00e1c \u1ee9ng d\u1ee5ng AI.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u1ea3m \u01a1n s\u1ef1 theo d\u00f5i v\u00e0 \u0111\u00f3n \u0111\u1ecdc c\u1ee7a c\u00e1c b\u1ea1n. B\u00e0i vi\u1ebft ch\u1ec9 nh\u1eb1m m\u1ee5c \u0111\u00edch chia s\u1ebb nghi\u00ean c\u1ee9u v\u00e0 b\u00e1o c\u00e1o theo quan \u0111i\u1ec3m c\u00e1 nh\u00e2n. \u0110\u1eebng qu\u00ean, m\u1ecdi th\u1eafc m\u1eafc v\u1ec1 th\u1ecb tr\u01b0\u1eddng ti\u1ec1n k\u1ef9 thu\u1eadt s\u1ed1 vui l\u00f2ng li\u00ean h\u1ec7 \u0111\u1ed9i ng\u0169 Support c\u1ee7a Fiahub 24\/7.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>M\u1ed9t s\u1ed1 b\u00e1o c\u00e1o kh\u00e1m ph\u00e1 c\u00e1ch m\u1ea1ng DePIN v\u00e0 h\u1ec7 sinh th\u00e1i SwanChain \u0111ang thay \u0111\u1ed5i ng\u00e0nh \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. Trong v\u00e0i n\u0103m qua, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n. V\u1ed1n h\u00f3a th\u1ecb tr\u01b0\u1eddng c\u1ee7a n\u00f3 \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd t\u0103ng g\u1ea5p b\u1ed1n l\u1ea7n l\u00ean 2,3 ngh\u00ecn t\u1ef7<\/p>\n","protected":false},"author":24,"featured_media":26957,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21849],"tags":[7609,23159],"class_list":{"0":"post-26956","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-phan-tich-nhan-dinh","8":"tag-defi","9":"tag-depin"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.0 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>DePIN s\u1eb5n s\u00e0ng ph\u00e1 v\u1ee1 ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y - Fiahub<\/title>\n<meta name=\"description\" content=\"M\u1ed9t s\u1ed1 b\u00e1o c\u00e1o kh\u00e1m 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