{"id":2851,"date":"2025-05-16T17:38:11","date_gmt":"2025-05-16T08:38:11","guid":{"rendered":"https:\/\/wise.ajou.ac.kr\/?page_id=2851"},"modified":"2026-04-01T16:43:37","modified_gmt":"2026-04-01T07:43:37","slug":"research","status":"publish","type":"page","link":"https:\/\/wise.ajou.ac.kr\/?page_id=2851","title":{"rendered":"Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2851\" class=\"elementor elementor-2851\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67ee9ad elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67ee9ad\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-46b364e\" data-id=\"46b364e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0c3772 elementor-widget elementor-widget-heading\" data-id=\"c0c3772\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[HPC] \uc5d1\uc0ac\uae09 \ucd08\uace0\uc131\ub2a5\ucef4\ud4e8\ud130\ub97c \uc704\ud55c \uc624\ud1a0\ud29c\ub2dd \ud504\ub808\uc784\uc6cc\ud06c \uac1c\ubc1c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ebd78b elementor-widget elementor-widget-text-editor\" data-id=\"8ebd78b\" 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>\uc5d1\uc0ac\uae09(Exascale) \ucd08\uace0\uc131\ub2a5 \ucef4\ud4e8\ud130(HPC)\ub294 1\ucd08\uc5d0 10\uc758 18\uc81c\uacf1 \uc5f0\uc0b0\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc288\ud37c\ucef4\ud4e8\ud130\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uacfc\ud559 \uc2dc\ubbac\ub808\uc774\uc158, \uc778\uacf5\uc9c0\ub2a5 \ud559\uc2b5, \uae30\ud6c4 \uc608\uce21 \ub4f1 \ubc29\ub300\ud55c \uacc4\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac70\ub300\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uac01\uae30 \ub2e4\ub978 \ud558\ub4dc\uc6e8\uc5b4 \uc790\uc6d0\uacfc \ubcf5\uc7a1\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud658\uacbd\uc744 \uc0c1\ud669\uc5d0 \ub9de\uac8c \ucd5c\uc801\ud654\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. KISTI \uc288\ud37c\ucef4\ud4e8\ud305 \uc13c\ud130\uc640 \ud611\uc5c5\ud558\uc5ec \uc288\ud37c\ucef4\ud4e8\ud130 5\ud638\uae30(\ub204\ub9ac\uc628 \ub4f1), 6\ud638\uae30\uc5d0 \ud6a8\uacfc\uc801\uc778 \uc2a4\ucf00\uc904\ub9c1 \uc54c\uace0\ub9ac\uc998\uacfc \ud504\ub85c\uadf8\ub7a8 \uc2e4\ud589 \uc2dc \ud30c\ub77c\ubbf8\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \ud29c\ub2dd\ud558\ub294 \uae30\ubc95\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4.\u00a0<!-- notionvc: 0c74b334-776c-4465-9d40-33b41f170ec6 --><\/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-be967be elementor-widget elementor-widget-text-editor\" data-id=\"be967be\" 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>HPC \uc2a4\ucf00\uc904\ub9c1 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uae30\uacc4\ud559\uc2b5(\uac15\ud654\ud559\uc2b5) \uc54c\uace0\ub9ac\uc998 \uc5f0\uad6c<!-- notionvc: 5b1965df-94a9-481a-9dc7-6054168f65f1 --><\/h4>\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-086e311 elementor-widget elementor-widget-image\" data-id=\"086e311\" 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=\"525\" height=\"175\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image-1024x341.png\" class=\"attachment-large size-large wp-image-2968\" alt=\"\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image-1024x341.png 1024w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image-300x100.png 300w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image-768x256.png 768w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image-1536x512.png 1536w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image.png 1830w\" sizes=\"100vw\" \/>\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 class=\"elementor-element elementor-element-48e5649 elementor-widget elementor-widget-text-editor\" data-id=\"48e5649\" 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><span style=\"font-size: 1rem;\">\uc288\ud37c\ucef4\ud4e8\ud130(i.e., \uace0\uc131\ub2a5\ucef4\ud4e8\ud305 \ud074\ub7ec\uc2a4\ud130)\uc758 \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba40\ud2f0 \ub178\ub4dc\uc5d0\uc11c\uc758 \uc791\uc5c5 \uc2a4\ucf00\uc904\ub9c1\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud074\ub7ec\uc2a4\ud130 \ud658\uacbd\uc740 \uc81c\ucd9c\ub41c \uc791\uc5c5 \ucc98\ub9ac\uc728, \ub300\uae30 \uc2dc\uac04, \uc790\uc6d0 \ud65c\uc6a9\ub960 \ub4f1 \ucd5c\uc801\ud654\uac00 \ud544\uc694\ud55c \ubcc0\uc218\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 heuristic or rule \uae30\ubc18 \uc2a4\ucf00\uc904\ub7ec(FCFS, SJF \ub4f1)\ub294 \uac11\uc791\uc2a4\ub7f0 \uc2dc\uc2a4\ud15c \uad6c\uc131 \ubcc0\ud654\uc5d0 \ub3d9\uc801\uc73c\ub85c \ub300\uc751\ud558\uc9c0 \ubabb\ud558\uace0 \uc0c8\ub85c\uc6b4 \uc6cc\ud06c\ub85c\ub4dc \ud2b9\uc131\uc5d0 \ub9de\ucdb0 \uc790\uc6d0 \ud560\ub2f9\uc774 \uc5b4\ub824\uc6b4 \ubb38\uc81c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc0c8\ub85c\uc6b4 \ub300\uc548\uc73c\ub85c \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \ub2e4\uc591\ud55c \uc2a4\ucf00\uc904\ub9c1 \uae30\ubc95\uc774 \uc81c\uc548\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uc911, \uac15\ud654\ud559\uc2b5\uc740 \uba85\uc2dc\uc801\uc778 \uaddc\uce59 \uc5c6\uc774\ub3c4 \ub3d9\uc801\uc73c\ub85c \uc2a4\ucf00\uc904\ub9c1 \uc815\ucc45\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ud558\uc5ec \uae30\uc874 \uc5f0\uad6c\ub4e4\uc5d0\uc11c \uc88b\uc740 \uacb0\uacfc\ub97c \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><br \/><!-- notionvc: 0c74b334-776c-4465-9d40-33b41f170ec6 --><\/p><p>\ub530\ub77c\uc11c, \ubcf8 \ud504\ub85c\uc81d\ud2b8\ub294 \ub3d9\uc801\uc778 \ud658\uacbd\uc5d0 \uc801\uc808\ud788 \ub300\uc751\ud568\uacfc \ub3d9\uc2dc\uc5d0 \uc5ec\ub7ec \uc9c0\ud45c\ub97c \ucd5c\uc801\ud654 \uac00\ub2a5\ud55c \uc2a4\ucf00\uc904\ub9c1 \uc54c\uace0\ub9ac\uc998\uc744 \uc5f0\uad6c\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ud604\uc7ac \ud658\uacbd\uc5d0 \ub9de\uac8c \uc5ec\ub7ec \uc9c0\ud45c \uac04 \uc6b0\uc120\uc21c\uc704\ub97c \uc790\ub3d9\uc73c\ub85c \uc815\uc758\ud55c \ub4a4, \uac15\ud654\ud559\uc2b5 \uc815\ucc45\uc744 \ud1b5\ud574 \uc2a4\ucf00\uc904\ub9c1\uc744 \uc218\ud589\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc131\ub2a5 \uc9c0\ud45c\ub294 \ud3c9\uade0 \uc791\uc5c5 \ub300\uae30 \uc2dc\uac04, \ucc98\ub9ac\uc728, \uc790\uc6d0 \ud65c\uc6a9\ub960 \ub4f1 \uc5ec\ub7ec \uc9c0\ud45c\ub4e4\uc774 \uc88b\uc740 \uc131\ub2a5\uc744 \ubcf4\uc774\ub3c4\ub85d \uae30\uacc4\ud559\uc2b5 \ud639\uc740 \uac15\ud654\ud559\uc2b5 \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uae30\ubc95\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. <br \/><!-- notionvc: 60f9945f-f028-42b0-a213-b7af0dec536b --><\/p><p><!-- notionvc: d6f9e929-9e66-45ae-8176-565a37c2a14e --><\/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-54c1e3f elementor-widget elementor-widget-text-editor\" data-id=\"54c1e3f\" 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>\ub2e4\ucc28\uc6d0 \ucffc\ub9ac \ucc98\ub9ac\ub97c \uc704\ud55c \uacbd\ub7c9 LSM-Tree \uc778\ub371\uc2f1 \uae30\uc220 \uac1c\ubc1c<br \/><!-- notionvc: 577d7a97-5e05-4ccf-bf5c-c49d299b869a --><!-- notionvc: 5b1965df-94a9-481a-9dc7-6054168f65f1 --><\/h4>\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-b6a90ed elementor-widget elementor-widget-image\" data-id=\"b6a90ed\" 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 decoding=\"async\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/elementor\/thumbs\/\u1109\u1173\u110f\u1173\u1105\u1175\u11ab\u1109\u1163\u11ba-2026-02-23-\u110b\u1169\u1112\u116e-5.40.29-rkac30876eyh5y15r0m2ctwc64s4ng0j821cbp3qty.png\" title=\"\ub2e4\ucc28\uc6d0 \ucffc\ub9ac \ucc98\ub9ac\ub97c \uc704\ud55c \uacbd\ub7c9 LSM-Tree \uc778\ub371\uc2f1 \uae30\uc220 \uac1c\ubc1c\" alt=\"\ub2e4\ucc28\uc6d0 \ucffc\ub9ac \ucc98\ub9ac\ub97c \uc704\ud55c \uacbd\ub7c9 LSM-Tree \uc778\ub371\uc2f1 \uae30\uc220 \uac1c\ubc1c\" loading=\"lazy\" \/>\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 class=\"elementor-element elementor-element-8b30575 elementor-widget elementor-widget-text-editor\" data-id=\"8b30575\" 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>IoT \ub514\ubc14\uc774\uc2a4, \ubaa8\ubc14\uc77c \uc5b4\ud50c\ub9ac\ucf00\uc774\uc158, \uadf8\ub9ac\uace0 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \uae30\ubc18 \uc11c\ube44\uc2a4\uc758 \ud655\uc0b0\uc73c\ub85c \ub370\uc774\ud130\uac00 \ud3ed\ubc1c\uc801\uc73c\ub85c \uc0dd\uc131\ub418\ub294 \ud604\ub300 \ucef4\ud4e8\ud305 \ud658\uacbd\uc5d0\uc11c, \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uace0\uc18d\uc73c\ub85c \uc218\uc9d1\ud558\ub294 \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc989\uac01\uc801\uc73c\ub85c \ubd84\uc11d\ud558\ub294 \ub2a5\ub825\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub9ce\uc740 \uc2dc\uc2a4\ud15c\uc774 \uc4f0\uae30 \uc131\ub2a5\uc774 \ub6f0\uc5b4\ub09c LSM-Tree (Log-Structured Merge Tree) \uae30\ubc18\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uae30\ubcf8 \ud0a4 \uc870\ud68c\uc5d0 \ucd5c\uc801\ud654\ub41c LSM-Tree\uc758 \uad6c\uc870\uc801 \ud2b9\uc131\uc0c1, &#8220;\ud2b9\uc815 \ub9ac\uc804\uc758 20\ub300 \uc0ac\uc6a9\uc790 \ud65c\ub3d9 \ub85c\uadf8&#8221;\uc640 \uac19\uc774 \uc5ec\ub7ec \uc18d\uc131\uc744 \uc870\ud569\ud574\uc57c \ud558\ub294 \ub2e4\ucc28\uc6d0 \ucffc\ub9ac(Multidimensional Query) \ucc98\ub9ac \uc2dc\uc5d0\ub294 \uc804\uccb4 \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud574\uc57c \ud558\ub294 \uc2ec\uac01\ud55c \uc77d\uae30 \uc131\ub2a5 \uc800\ud558\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/p><p>\uc6b0\ub9ac \uc5f0\uad6c\uc2e4\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0\uc790, LSM-Tree\uc758 \uace0\uc18d \uc4f0\uae30 \uc131\ub2a5\uc744 \uc628\uc804\ud788 \ubcf4\uc874\ud558\uba74\uc11c\ub3c4 \ub2e4\ucc28\uc6d0 \ubd84\uc11d \ucffc\ub9ac\ub97c \ud68d\uae30\uc801\uc73c\ub85c \uac00\uc18d\ud654\ud560 \uc218 \uc788\ub294 \uc778\ub371\uc2f1 \uae30\uc220\uc744 \uc5f0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc778\ub371\uc2a4\uc758 \uc0dd\uba85\uc8fc\uae30\ub97c \ubd88\ubcc0 \ub370\uc774\ud130 \ud30c\uc77c(SSTable)\uacfc \uc77c\uce58\uc2dc\ucf1c \uc778\ub371\uc2a4 \uad00\ub9ac \uc624\ubc84\ud5e4\ub4dc\ub97c \ub0ae\ucd94\uace0, \ube44\ud2b8\ub9f5 \uc5f0\uc0b0\uc744 \ud1b5\ud574 \ubcf5\uc7a1\ud55c \ub2e4\ucc28\uc6d0 \uc870\uac74\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud544\ud130\ub9c1\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p><p>\ud2b9\ud788, \ub370\uc774\ud130 \ubd84\ud3ec\uc5d0 \ub530\ub77c \uc778\ub371\uc2a4\ub97c \uc801\uc751\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ud558\ub294 \uae30\ubc95\uc744 \ub3c4\uc785\ud558\uc5ec, \ub370\uc774\ud130 \ubd84\ud3ec\uc758 \ud3b8\ud5a5\uc774 \uc2ec\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc77c\uad00\ub41c \ubd84\uc11d \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc744 \ud575\uc2ec \ubaa9\ud45c\ub85c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uace0\uc18d\uc758 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uc9c0\uc5f0 \uc5c6\ub294 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \ub3d9\uc2dc\uc5d0 \uc694\uad6c\ub418\ub294 \ucc28\uc138\ub300 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc758 \ud575\uc2ec \uc2a4\ud1a0\ub9ac\uc9c0 \uc5d4\uc9c4 \uae30\uc220\uc744 \ud655\ubcf4\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p><p><!-- notionvc: a5b15a3a-2fb4-4afa-84d0-9afdf9499d24 --><\/p><p><!-- notionvc: 8cac0380-575f-4ba4-8ff0-bdbb32b5aadd --><\/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-352610e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"352610e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cea9ce8 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cea9ce8\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e9a1e7e\" data-id=\"e9a1e7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-504dc0e elementor-widget elementor-widget-heading\" data-id=\"504dc0e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[MD-GNN] Multi-GPU \ud658\uacbd\uc5d0\uc11c GNN \uae30\ubc18\uc758 MLIP \ucd5c\uc801\ud654 \uae30\ubc95 \uc5f0\uad6c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67256d5 elementor-widget elementor-widget-image\" data-id=\"67256d5\" 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 decoding=\"async\" width=\"525\" height=\"286\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image.png\" class=\"attachment-large size-large wp-image-3328\" alt=\"\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image.png 612w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-300x163.png 300w\" sizes=\"100vw\" \/>\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 class=\"elementor-element elementor-element-b84d160 elementor-widget elementor-widget-text-editor\" data-id=\"b84d160\" 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>MD (Molecular Dynamics, \ubd84\uc790\ub3d9\uc5ed\ud559)\ub294 \uc6d0\uc790\uc758 \uc704\uce58\uc640 \uc18d\ub3c4\ub97c \uc2dc\uac04\uc5d0 \ub530\ub77c \uc801\ubd84\ud558\uc5ec, \ubb3c\uc9c8\uc758 \ub3d9\uc5ed\ud559\uc801 \uc6c0\uc9c1\uc784\uc744 \uacc4\uc0b0\ud558\ub294 \uc2dc\ubbac\ub808\uc774\uc158 \uae30\ubc95\uc785\ub2c8\ub2e4. MD\ub294 \uc591\uc790\uc5ed\ud559 \uae30\ubc18\uc758 QM (Quantum Mechanical Electroninc Structure Calculations)\uc5d0 \ube44\ud574 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ud604\uc800\ud788 \ub0ae\uc544 \ub300\uaddc\ubaa8 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud65c\uc6a9\uc774 \uac00\ub2a5\ud558\uba70 CM (Continum Model)\uacfc \ub2ec\ub9ac \uc6d0\uc790 \uc218\uc900\uc758 \ubbf8\uc2dc\uc801 \uad6c\uc870\ub97c \uc9c1\uc811 \uc2dc\ubbac\ub808\uc774\uc158\uc774 \uac00\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0 \uc7ac\ub8cc\uacf5\ud559, \ud654\ud559\uacf5\ud559 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\ubc1c\ud788 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p><p>MD \uc2dc\ubbac\ub808\uc774\uc158\uc5d0\uc11c\ub294 \uc6d0\uc790 \uac04 \uc0c1\ud638\uc791\uc6a9\uc744 \ud37c\ud150\uc15c \uc5d0\ub108\uc9c0 \ud568\uc218(Force Field \ub610\ub294 Interatomic Potential)\ub85c \uadfc\uc0ac\ud558\uc5ec, \uac01 \uc6d0\uc790\uc5d0 \uc791\uc6a9\ud558\ub294 \ud798\uc744 \uacc4\uc0b0\ud558\uc5ec \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc801\ubd84\ud569\ub2c8\ub2e4. \uc774\ub54c \ud37c\ud150\uc15c \uc5d0\ub108\uc9c0\ub97c \uacc4\uc0b0\ud558\uae30 \uc704\ud55c \ubc29\ubc95 \uc911 \ud558\ub098\ub85c GNN\uc5d0 \uae30\ubc18\ud55c Machine Learning \uae30\ubc95\uc774 \ucd5c\uadfc \ube60\ub974\uace0 \ub192\uc740 \uc815\ud655\uc131\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/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-7434a73 elementor-widget elementor-widget-text-editor\" data-id=\"7434a73\" 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>GPU \ud658\uacbd \ud2b9\ud654 MD \uc2dc\ubbac\ub808\uc774\ud130 \ud504\ub808\uc784\uc6cc\ud06c \uac1c\ubc1c<br \/><!-- notionvc: 5b1965df-94a9-481a-9dc7-6054168f65f1 --><\/h4>\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-1d76ee1 elementor-widget elementor-widget-text-editor\" data-id=\"1d76ee1\" 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>LAMMPS, GROMACS\uc640 \uac19\uc740 \uc804\ud1b5\uc801\uc778 MD \uc2dc\ubbac\ub808\uc774\ud130\ub294 CPU \uc911\uc2ec\uc758 \uc2e4\ud589 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc124\uacc4\ub418\uc5b4 GPU\ub294 \uc8fc\ub85c Force \uacc4\uc0b0\uacfc \uac19\uc740 \uc77c\ubd80 \uc5ed\ud560\uc744 \uac00\uc18d\ud558\ub294 \uc5ed\ud560\uc5d0 \ud55c\uc815\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\uc5d0\uc11c neighbor list \uc0dd\uc131, \ub370\uc774\ud130 \uc7ac\ubc30\uce58, \ud1b5\uc2e0 \uc81c\uc5b4 \ub4f1 \ub2e4\uc218\uc758 \ub2e8\uacc4\uac00 \uc5ec\uc804\ud788 CPU\uc5d0 \uc758\uc874\ud558\uac8c \ub418\uc5b4, \uc774\ub85c \uc778\ud574 CPU-GPU \uac04 \ud1b5\uc2e0 \ubcd1\ubaa9\uacfc GPU Idle time\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \ub610\ud55c, CPU\uc640 \ub3d9\uc77c\ud55c \uc6d0\uc790 \ub370\uc774\ud130\uac00 \uc911\ubcf5 \uc800\uc7a5\ub428\uc73c\ub85c\uc368 \uba54\ubaa8\ub9ac \uc0ac\uc6a9 \ud6a8\uc728 \ub610\ud55c \uc800\ud558\ub429\ub2c8\ub2e4.<\/p><p>\uc774\ub7ec\ud55c \uad6c\uc870\uc801 \ud55c\uacc4\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ud574\uacb0\ud558\uae30 \uc704\ud574, GPU\ub97c \uc8fc \uc2e4\ud589 \uc7a5\uce58\ub85c \uc124\uc815\ud55c GPU-specific MD \uc2dc\ubbac\ub808\uc774\ud130 \ud504\ub808\uc784\uc6cc\ud06c\ub97c KISTI\uc640 \ud611\uc5c5\ud558\uc5ec \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud574\ub2f9 \ud504\ub808\uc784\uc6cc\ud06c\ub294 MD \uc2dc\ubbac\ub808\uc774\uc158\uc758 \uc8fc\uc694 \uacc4\uc0b0 \ubc0f \ub370\uc774\ud130 \ud750\ub984\uc744 GPU-resident \ubc29\uc2dd\uc73c\ub85c \ud1b5\ud569\ud568\uc73c\ub85c\uc368, \ub300\uaddc\ubaa8 \uc2dc\uc2a4\ud15c\uacfc GNN \uae30\ubc18 MLIP\uc744 \ud3ec\ud568\ud55c \ubcf5\uc7a1\ud55c force \uacc4\uc0b0\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc131\ub2a5 \ud655\uc7a5\uc131\uc744 \ub2ec\uc131\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/p><p><!-- notionvc: 856fb20d-0674-44a0-8b72-82f9b36aadc1 --><\/p><p><!-- notionvc: 60f9945f-f028-42b0-a213-b7af0dec536b --><\/p><p><!-- notionvc: d6f9e929-9e66-45ae-8176-565a37c2a14e --><\/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-e0f02d3 elementor-widget elementor-widget-text-editor\" data-id=\"e0f02d3\" 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>Pipelining\uc744 \ud1b5\ud55c GNN-IP \ucd5c\uc801\ud654 \uae30\ubc95 \uac1c\ubc1c<br \/><!-- notionvc: b91b5120-1311-4115-b26a-9c80ec6b643a --><!-- notionvc: 577d7a97-5e05-4ccf-bf5c-c49d299b869a --><!-- notionvc: 5b1965df-94a9-481a-9dc7-6054168f65f1 --><\/h4>\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-c396727 elementor-widget elementor-widget-image\" data-id=\"c396727\" 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 decoding=\"async\" width=\"525\" height=\"232\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1-1024x453.png\" class=\"attachment-large size-large wp-image-3330\" alt=\"\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1-1024x453.png 1024w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1-300x133.png 300w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1-768x340.png 768w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1-1536x679.png 1536w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2026\/02\/image-1.png 1750w\" sizes=\"100vw\" \/>\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 class=\"elementor-element elementor-element-4ac22ed elementor-widget elementor-widget-text-editor\" data-id=\"4ac22ed\" 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>LAMMPS\uc640 GROMACS\uc640 \uac19\uc740 heterogeneous \ud558\ub4dc\uc6e8\uc5b4 \uae30\ubc18 MD \uc2dc\ubbac\ub808\uc774\ud130\uc5d0\uc11c GNN-IP\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac00\uc18d\ud558\uae30 \uc704\ud574, GPU \uc0c1\uc758 local \uacc4\uc0b0\uacfc non-local \ud1b5\uc2e0\uc744 \ubd84\ub9ac\ud558\uace0 \uc774\ub97c overlap\ud558\ub294 pipelining \uae30\ubc95\uc744 \uc5f0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. GNN\uc758 forward \ubc0f backward \ub2e8\uacc4\uc5d0\uc11c halo atom exchange \ud1b5\uc2e0\uc774 \ubc1c\uc0dd\ub418\ub294 convolution \uc5f0\uc0b0\uc744 non-local GPU \uc2a4\ud2b8\ub9bc\uc73c\ub85c \ubd84\ub9ac\ud558\uace0, \uc774\ub97c local convolution \uc5f0\uc0b0\uacfc \ub3d9\uc2dc\uc5d0 \uc218\ud589\ud568\uc73c\ub85c\uc368 \ud1b5\uc2e0 \uc9c0\uc5f0\uc744 \uc740\ub2c9\ud55c\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc874\uc758 \uc9c1\ub82c \uc2e4\ud589 \uad6c\uc870 \ub300\ube44 GPU \uc790\uc6d0 \ud65c\uc6a9\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0, GNN-IP \uae30\ubc18 MD \uc2dc\ubbac\ub808\uc774\uc158\uc758 \uc2dc\uac04\ub2f9 \ucc98\ub9ac \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p><p><!-- notionvc: ab25634e-7493-4df6-96c5-29bcba89e4d5 --><\/p><p><!-- notionvc: 8cac0380-575f-4ba4-8ff0-bdbb32b5aadd --><\/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-69fd56b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"69fd56b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b536a44 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b536a44\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cf78e4\" data-id=\"7cf78e4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-648f6a4 elementor-widget elementor-widget-heading\" data-id=\"648f6a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[Big Data] \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc758 \ub300\uc6a9\ub7c9 \uc8fc\ud589 \uc2dc\ub098\ub9ac\uc624 \uc9c8\uc758 \uc6f9 \ud398\uc774\uc9c0 \uac1c\ubc1c<!-- notionvc: c664255b-8cef-4072-ab8c-5005f8be148d --><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7eba5f2 elementor-widget elementor-widget-image\" data-id=\"7eba5f2\" 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 loading=\"lazy\" decoding=\"async\" width=\"525\" height=\"302\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image6-1024x589.png\" class=\"attachment-large size-large wp-image-2973\" alt=\"\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image6-1024x589.png 1024w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image6-300x173.png 300w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image6-768x442.png 768w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/image6.png 1137w\" sizes=\"100vw\" \/>\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 class=\"elementor-element elementor-element-b15d73d elementor-widget elementor-widget-text-editor\" data-id=\"b15d73d\" 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>\uc544\uc8fc\ub300\ud559\uad50 \ubbf8\ub798\ubaa8\ud2f8\ub9ac\ud2f0\ud559\uacfc(\uae30\uacc4\uacf5\ud559\uacfc) \uc5f0\uad6c\uc2e4\uacfc \ud611\uc5c5\ud558\uc5ec \uc9c4\ud589\ud558\ub294 \ud504\ub85c\uc81d\ud2b8\ub85c, 100TB \uaddc\ubaa8\uc758 \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9 \uc8fc\ud589 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \ub370\uc774\ud130 \uc11c\ube44\uc2a4 \ud50c\ub7ab\ud3fc\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc6f9 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ub97c \uc27d\uac8c \uc9c8\uc758\ud558\uace0, \ub9de\ucda4\ud615 \ubd84\uc11d\uc744 \uc694\uccad\ud560 \uc218 \uc788\uc73c\uba70, \ube60\ub974\uace0 \uc815\ud655\ud55c \uacb0\uacfc\ub97c \ubc1b\uc544\ubcfc \uc218 \uc788\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130 \ud658\uacbd\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 \uc800\uc7a5 \uad6c\uc870, \uc2e4\uc2dc\uac04 \ucffc\ub9ac \ucc98\ub9ac, \uc0ac\uc6a9\uc790 \uc694\uccad\uc5d0 \ucd5c\uc801\ud654\ub41c \uc751\ub2f5 \uc2dc\uc2a4\ud15c \ub4f1 \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uacfc\uc81c\uc5d0 \ub300\ud55c \uc5f0\uad6c\ub97c \ud568\uaed8 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<!-- notionvc: a061dfd9-60bf-47b0-9c91-c4af5d131579 --><!-- notionvc: eaf16441-df44-4d33-9374-e2b8395d6c6b --><!-- notionvc: 0c74b334-776c-4465-9d40-33b41f170ec6 --><\/p><p>\uae30\uc874\uc758 Hadoop MapReduce \uae30\ubc18 \ubc30\uce58 \ub370\uc774\ud130 \ucc98\ub9ac \ubc29\uc2dd\uc744 Spark \uae30\ubc18\uc758 \ubcd1\ub82c \ucc98\ub9ac \ubc29\uc2dd\uc73c\ub85c \uc7ac\uc124\uacc4\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4. In-memory \ubc29\uc2dd\uc744 \ud65c\uc6a9\ud55c Spark \uae30\ubc18 \uc124\uacc4\ub97c \ud1b5\ud574 \uae30\uc874 \ubc29\uc2dd \ub300\ube44 \ucc98\ub9ac \uc2dc\uac04\uc744 50% \uc774\uc0c1 \ub2e8\ucd95\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ub610\ud55c, \ub370\uc774\ud130 \uc77d\uae30\/\uc4f0\uae30 \uc18d\ub3c4 \ucd5c\uc801\ud654\ub97c \uc704\ud574 MongoDB\uc758 WiredTiger \uc5d4\uc9c4\uacfc RocksDB\ub97c \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ud658\uacbd\uc744 \uad6c\ucd95\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \uc774 \uad6c\uc870\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub77c\uc6b0\ud130\ub97c \ud1b5\ud574 \uc77d\uae30\uc640 \uc4f0\uae30 \uc791\uc5c5\uc744 \ubd84\ub9ac\ud558\uace0, \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \ub3d9\uae30\ud654 \uba54\ucee4\ub2c8\uc998\uc744 \uc801\uc6a9\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4.<\/p><p>\ub370\uc774\ud130 \uc804\uc1a1 \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \uc704\ud574 \uc2a4\ud2b8\ub9ac\ubc0d \uae30\ubc18 \ub2e4\uc6b4\ub85c\ub4dc \ubc29\uc2dd\uc744 \ub3c4\uc785\ud558\uc5ec \ud30c\uc77c \uc804\uc1a1 \uad6c\uc870\ub97c \uace0\ub3c4\ud654\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4. \uae30\uc874\uc758 \ud30c\uc77c \ubcf5\uc0ac \uacfc\uc815\uc744 \uc81c\uac70\ud568\uc73c\ub85c\uc368 \ub514\uc2a4\ud06c I\/O\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \ud30c\uc77c \uc555\ucd95 \ubc0f \uc804\uc1a1 \uacfc\uc815\uc744 \uc2a4\ud2b8\ub9ac\ubc0d \ubc29\uc2dd\uc73c\ub85c \uc5f0\ub3d9\ud558\uc5ec \uc804\uccb4 \ub2e4\uc6b4\ub85c\ub4dc \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc2dc\uac04 \uc804\uc1a1 \ud658\uacbd\uc5d0\uc11c \ub370\uc774\ud130 \ubb34\uacb0\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 MD5 \ud574\uc2dc \uae30\ubc18\uc758 \uac80\uc99d \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\uc5ec \uc548\uc804\ud55c \ub370\uc774\ud130 \uc804\uc1a1\uc744 \uac00\ub2a5\ud558\uac8c \ud560 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p><p><!-- notionvc: 96409170-69b3-41c5-b284-fed50415fb27 --><\/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-49e6e23 elementor-widget elementor-widget-image\" data-id=\"49e6e23\" 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 loading=\"lazy\" decoding=\"async\" width=\"525\" height=\"159\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-1024x311.jpg\" class=\"attachment-large size-large wp-image-2974\" alt=\"\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-1024x311.jpg 1024w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-300x91.jpg 300w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-768x233.jpg 768w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-1536x467.jpg 1536w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2025\/06\/dd-2048x622.jpg 2048w\" sizes=\"100vw\" \/>\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 class=\"elementor-element elementor-element-df675bc elementor-widget elementor-widget-text-editor\" data-id=\"df675bc\" 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>\uc6b0\ub9ac \uc5f0\uad6c\uc2e4\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uc704\ud574 \ud544\uc694\ud55c \uc5f0\uad6c\ub97c \uc218\ud589\ud558\uace0, \uadf8 \uc5f0\uad6c \uacb0\uacfc\ub97c \uc2e4\uc81c \uc11c\ube44\uc2a4\uc5d0 \ub3c4\uc785\ud558\uc5ec \uac80\uc99d\ud569\ub2c8\ub2e4. \ubc31\uc5d4\ub4dc \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uad00\uc810\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c \uc11c\ube44\uc2a4, \ubd84\uc0b0 \uc544\ud0a4\ud14d\ucc98, \uba54\uc138\uc9d5 \uc2dc\uc2a4\ud15c, \ubd84\uc0b0 \ud050 \ub4f1 \uad6c\ud604\uc774 \ud544\uc694\ud55c \uc694\uc18c\ub97c Kafka, RabbitMQ \ub4f1 \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c \uc8fc\ub85c \ud65c\uc6a9\ub418\ub294 \ud504\ub808\uc784\uc6cc\ud06c\/\ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ub3c4\uc785\ud558\uc5ec \ud574\uacb0\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd \uac00\ub2a5\ud55c \uae30\uc220\uc801\uc778 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 \uc2dc\uc2a4\ud15c \ubd80\ud558 \ubd84\uc0b0, \uc7a5\uc560 \ubcf5\uad6c, \ub370\uc774\ud130 \uc77c\uad00\uc131 \uc720\uc9c0 \ubc29\uc548 \ub4f1\uc5d0 \ub300\ud55c \uc5f0\uad6c\ub3c4 \ubcd1\ud589\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4. \ud2b9\ud788 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130 \ucc98\ub9ac \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \ucd5c\uc801\ud654\uc640 \ud655\uc7a5\uc131 \ud655\ubcf4\ub97c \uc704\ud55c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4 \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc \uad6c\ucd95\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<!-- notionvc: 22f56a45-4a7f-451f-b29f-73d85bc969f7 --><\/p><p><!-- notionvc: ab25634e-7493-4df6-96c5-29bcba89e4d5 --><\/p><p><!-- notionvc: 8cac0380-575f-4ba4-8ff0-bdbb32b5aadd --><\/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-daed5c2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"daed5c2\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ed70a9e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ed70a9e\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-404be22\" data-id=\"404be22\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c1a4cb elementor-widget elementor-widget-heading\" data-id=\"7c1a4cb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">[LLM Inference] \ub300\uaddc\ubaa8 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uc6b4\uc601\uc744 \uc704\ud55c Inference \ucd5c\uc801\ud654 \uc5f0\uad6c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28db35e elementor-widget elementor-widget-text-editor\" data-id=\"28db35e\" 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>ChatGPT \uac19\uc740 LLM \uc11c\ube44\uc2a4\ub294 \ud55c \uc0ac\uc6a9\uc790\uc758 \ub2f5\ubcc0\uc744 \ub9cc\ub4e4 \ub54c \ubb38\uc7a5\uc744 \ud55c \ubc88\uc5d0 \uc644\uc131\ud558\ub294 \uac83\uc774 \uc544\ub2cc, \ud1a0\ud070(\ubb38\uc7a5\uc744 \uc798\uac8c \ub098\ub208 \uc870\uac01)\uc744 \ud558\ub098\uc529 \uc21c\ucc28(iteration)\uc801\uc73c\ub85c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \ub2e4\uc218\uc758 \uc0ac\uc6a9\uc790 \uc694\uccad\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574\uc11c \uc11c\ubc84\ub294 \ub3d9\uc2dc\uc5d0 \ub4e4\uc5b4\uc624\ub294 \uc5ec\ub7ec \uc694\uccad\ub4e4\uc744 \ubb36\uc5b4 \ud55c \ubc88\uc5d0 \uc2e4\ud589(\ubc30\uce58 \ucc98\ub9ac)\ud574 GPU \uc790\uc6d0\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub54c \uc5b4\ub5a0\ud55c \uc694\uccad\ub4e4\uc744 \uc5b8\uc81c, \uc5bc\ub9c8\ub098 \ubb36\uc5b4\uc11c \uc2e4\ud589\ud560\uc9c0\ub97c \uc815\ud558\ub294 \uac83\uc774 Scheduling for LLM Inference\uc774\uba70, \ud1a0\ud070 \uc0dd\uc131 \uacfc\uc815\uc5d0\uc11c \uc0dd\uae30\ub294 KV Cache(\uc911\uac04 \uacc4\uc0b0 \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\ub294 \uba54\ubaa8\ub9ac, \uce90\uc2dc)\uae4c\uc9c0 \ud568\uaed8 \uace0\ub824\ud574\uc57c \uc2e4\uc81c \uc11c\ube44\uc2a4 \uc218\uc900\uc5d0\uc11c \uc548\uc815\uc801\uc778 \uc131\ub2a5\uc744 \ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. <br \/><!-- notionvc: a061dfd9-60bf-47b0-9c91-c4af5d131579 --><!-- notionvc: eaf16441-df44-4d33-9374-e2b8395d6c6b --><!-- notionvc: 0c74b334-776c-4465-9d40-33b41f170ec6 --><\/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-07193c4 elementor-widget elementor-widget-text-editor\" data-id=\"07193c4\" 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>LLM Inference Scheduling \uae30\ubc18 LLM \uc11c\ube59 \ucd5c\uc801\ud654<br \/><!-- notionvc: b91b5120-1311-4115-b26a-9c80ec6b643a --><!-- notionvc: 577d7a97-5e05-4ccf-bf5c-c49d299b869a --><!-- notionvc: 5b1965df-94a9-481a-9dc7-6054168f65f1 --><\/h4>\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-acba0b1 elementor-widget elementor-widget-image\" data-id=\"acba0b1\" 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 decoding=\"async\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/elementor\/thumbs\/image-rkacccqf53r4mcgd622i5gzcu2pj734fubl64r8sd0.png\" title=\"\ub300\uaddc\ubaa8 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uc6b4\uc601\uc744 \uc704\ud55c Inference \ucd5c\uc801\ud654 \uc5f0\uad6c\" alt=\"\ub300\uaddc\ubaa8 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uc6b4\uc601\uc744 \uc704\ud55c Inference \ucd5c\uc801\ud654 \uc5f0\uad6c\" loading=\"lazy\" \/>\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 class=\"elementor-element elementor-element-631f816 elementor-widget elementor-widget-text-editor\" data-id=\"631f816\" 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>LLM \uc11c\ube59\uc5d0\uc11c \uc2a4\ucf00\uc904\ub9c1\uc740 \ub9e4 \ud1a0\ud070 \uc0dd\uc131 \ub2e8\uacc4\uc5d0\uc11c \uc5b4\ub5a4 \uc694\uccad\ub4e4\uc744 \uace8\ub77c \uac19\uc774 \ubb36\uc5b4\uc11c \ubc30\uce58\ub85c \ucc98\ub9ac\ud560\uc9c0\ub97c \uc815\ud558\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ub3d9\uc2dc\uc5d0 100\uba85\uc774 \ub2f5\ubcc0\uc744 \uae30\ub2e4\ub9ac\uace0 \uc788\ub2e4\uba74, \uc11c\ubc84\ub294 \uadf8 \uc694\uccad\ub4e4 \uc911 \uc77c\ubd80\ub97c \ubf51\uc544 \ud55c \ubc88\uc5d0 \uacc4\uc0b0\ud558\uace0, \ub2e4\uc74c iteration\uc5d0\ub294 \ub610 \ub2e4\ub978 \uc870\ud569\uc73c\ub85c \ubb36\uc5b4\uc11c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774 \ubc30\uce58 \uc120\ud0dd \ubc29\uc2dd\uc5d0 \ub530\ub77c \uc5b4\ub5a4 \uc0ac\uc6a9\uc790\ub294 \ube60\ub974\uac8c \uc751\ub2f5\uc744 \ubc1b\uae30\ub3c4 \ud558\uace0, \uc5b4\ub5a4 \uc0ac\uc6a9\uc790\ub294 \ubd88\ud544\uc694\ud558\uac8c \uc624\ub798 \uae30\ub2e4\ub9b4 \uc218\ub3c4 \uc788\uc73c\uba70, GPU\ub97c full-load \uc2dc\ud0ac \uc218\ub3c4, \ube44\ud6a8\uc728\uc801\uc73c\ub85c \ub180\uac8c \ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p><p>\ud2b9\ud788 \uc2e4\uc81c \uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c\ub294 \uc694\uccad\uc774 \ud56d\uc0c1 \uc77c\uc815\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc5b4\ub5a4 \uc2dc\uac04\ub300\uc5d0\ub294 \uc9e7\uc740 \uc9c8\ubb38\ub4e4\uc774 \ubab0\ub9b4 \uc218 \uc788\uace0, \ub610 \uc5b4\ub5a4 \uc2dc\uac04\ub300\uc5d0\ub294 \uae34 \uc694\uccad(\ud504\ub86c\ud504\ud2b8 \ubc0f \ub2f5\ubcc0\uc774 \uae34 \uc694\uccad)\uc774 \ub9ce\uc544\uc9c8 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \uc0c8\ub85c\uc6b4 \uc0ac\uc6a9\uc790\ub4e4\uc758 \uc694\uccad\uc740 \uacc4\uc18d \ub4e4\uc5b4\uc62c \uac83\uc774\uba70, \uc774\ubbf8 \ucc98\ub9ac \uc911\uc778 \uc694\uccad\ub4e4\ub3c4 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0c1\ud669\uc5d0\uc11c \uace0\uc815\ub41c \uaddc\uce59(\uc608: \ubb34\uc870\uac74 N\uac1c\uc529 \ubb36\uae30 \ub4f1)\ub9cc\uc73c\ub85c\ub294 \uc6cc\ud06c\ub85c\ub4dc(\uc694\uccad \ube48\ub3c4, \uae38\uc774 \ub4f1) \ubcc0\ud654\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\uae30\uac00 \uc5b4\ub824\uc6b0\uba70, \uac11\uc790\uae30 \uc0ac\uc6a9\uc790\uac00 \ub300\uae30\ud558\ub294 \uc2dc\uac04\uc774 \uae38\uac70\ub098, \ucc98\ub9ac\ub7c9\uc774 \uae09\uaca9\ud788 \ub5a8\uc5b4\uc9c0\ub294 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><p>\uc6b0\ub9ac \uc5f0\uad6c\uc2e4\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0\uc790 LLM \uc11c\ube59\uc5d0\uc11c i) \uc5b4\ub5a4 \uc694\uccad\uc744 \uba3c\uc800 \uc120\ud0dd\ud560\uc9c0(\uc6b0\uc120\uc21c\uc704 \ud310\ubcc4), ii) \ud55c \ubc88\uc5d0 \uba87 \uac1c\ub97c \uc5b4\ub5a4 \ub2e8\uc704\ub85c \ubb36\uc744\uc9c0(\ub3d9\uc801 \ubc30\uce58 \uad6c\uc131), iii) GPU \uc790\uc6d0\uc744 \uc5b4\ub5bb\uac8c \ubc30\ubd84\ud560\uc9c0(GPU \uc790\uc6d0 \ud560\ub2f9) \uac19\uc740 \uc694\uc18c\ub4e4\uc5d0 \ub300\ud574\uc11c \uc5f0\uad6c\ub97c \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4. \uc5f0\uad6c\uc758 \ud575\uc2ec \ubaa9\ud45c\ub294 \uc694\uccad \ucc98\ub9ac\ub7c9(throughput)\uc744 \ucd5c\ub300\ud654 \uc2dc\ud0a4\ub294 \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac \uc9c0\uc5f0(latency)\ub97c \ucd5c\uc18c\ud654 \uc2dc\ud0a4\ub294 \uc2a4\ucf00\uc904\ub9c1 \uc815\ucc45\uc744 \uc124\uacc4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<!-- notionvc: 5ef72c1d-d875-4104-a31b-e9add18e1ef4 --><!-- notionvc: 22f56a45-4a7f-451f-b29f-73d85bc969f7 --><\/p><p><!-- notionvc: ab25634e-7493-4df6-96c5-29bcba89e4d5 --><\/p><p><!-- notionvc: 8cac0380-575f-4ba4-8ff0-bdbb32b5aadd --><\/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-9822a40 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9822a40\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>[HPC] \uc5d1\uc0ac\uae09 \ucd08\uace0\uc131\ub2a5\ucef4\ud4e8\ud130\ub97c \uc704\ud55c \uc624\ud1a0\ud29c\ub2dd \ud504\ub808\uc784\uc6cc\ud06c \uac1c\ubc1c \uc5d1\uc0ac\uae09(Exascale) \ucd08\uace0\uc131\ub2a5 \ucef4\ud4e8\ud130(HPC)\ub294 1\ucd08\uc5d0 10\uc758 18\uc81c\uacf1 \uc5f0\uc0b0\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc288\ud37c\ucef4\ud4e8\ud130\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uacfc\ud559 \uc2dc\ubbac\ub808\uc774\uc158, \uc778\uacf5\uc9c0\ub2a5 \ud559\uc2b5, \uae30\ud6c4 \uc608\uce21 \ub4f1 \ubc29\ub300\ud55c \uacc4\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac70\ub300\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uac01\uae30 \ub2e4\ub978 \ud558\ub4dc\uc6e8\uc5b4 \uc790\uc6d0\uacfc \ubcf5\uc7a1\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud658\uacbd\uc744 \uc0c1\ud669\uc5d0 \ub9de\uac8c \ucd5c\uc801\ud654\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. KISTI \uc288\ud37c\ucef4\ud4e8\ud305 \uc13c\ud130\uc640 \ud611\uc5c5\ud558\uc5ec &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/wise.ajou.ac.kr\/?page_id=2851\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;Research&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-2851","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"twentyseventeen-featured-image":false,"twentyseventeen-thumbnail-avatar":false},"uagb_author_info":{"display_name":"wise","author_link":"https:\/\/wise.ajou.ac.kr\/?author=1"},"uagb_comment_info":0,"uagb_excerpt":"[HPC] \uc5d1\uc0ac\uae09 \ucd08\uace0\uc131\ub2a5\ucef4\ud4e8\ud130\ub97c \uc704\ud55c \uc624\ud1a0\ud29c\ub2dd \ud504\ub808\uc784\uc6cc\ud06c \uac1c\ubc1c \uc5d1\uc0ac\uae09(Exascale) \ucd08\uace0\uc131\ub2a5 \ucef4\ud4e8\ud130(HPC)\ub294 1\ucd08\uc5d0 10\uc758 18\uc81c\uacf1 \uc5f0\uc0b0\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc288\ud37c\ucef4\ud4e8\ud130\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uacfc\ud559 \uc2dc\ubbac\ub808\uc774\uc158, \uc778\uacf5\uc9c0\ub2a5 \ud559\uc2b5, \uae30\ud6c4 \uc608\uce21 \ub4f1 \ubc29\ub300\ud55c \uacc4\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac70\ub300\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uac01\uae30 \ub2e4\ub978 \ud558\ub4dc\uc6e8\uc5b4 \uc790\uc6d0\uacfc \ubcf5\uc7a1\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud658\uacbd\uc744 \uc0c1\ud669\uc5d0 \ub9de\uac8c \ucd5c\uc801\ud654\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. KISTI \uc288\ud37c\ucef4\ud4e8\ud305 \uc13c\ud130\uc640 \ud611\uc5c5\ud558\uc5ec&hellip;","_links":{"self":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/2851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2851"}],"version-history":[{"count":19,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/2851\/revisions"}],"predecessor-version":[{"id":3373,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/2851\/revisions\/3373"}],"wp:attachment":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}