{"id":1421,"date":"2021-11-07T17:24:14","date_gmt":"2021-11-07T08:24:14","guid":{"rendered":"https:\/\/wise.ajou.ac.kr\/?page_id=1421"},"modified":"2021-11-07T17:24:14","modified_gmt":"2021-11-07T08:24:14","slug":"%ea%b9%80%eb%8c%80%ed%98%84","status":"publish","type":"page","link":"https:\/\/wise.ajou.ac.kr\/?page_id=1421","title":{"rendered":"\uae40\ub300\ud604"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2021\/11\/\uae40\ub300\ud604.png\" alt=\"\" class=\"wp-image-1422\" width=\"272\" height=\"275\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2021\/11\/\uae40\ub300\ud604.png 234w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2021\/11\/\uae40\ub300\ud604-100x100.png 100w\" sizes=\"(max-width: 272px) 100vw, 272px\" \/><\/figure><\/div>\n\n\n\n<h1 class=\"has-text-align-center wp-block-heading\">\uae40\ub300\ud604<br><sup>Daehyun Kim<\/sup><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">After graduation<\/h2>\n\n\n\n<p>LG CNS<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Publications<\/h2>\n\n\n<div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><\/form><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2021\">2021<\/h3><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> \uae40\ub300\ud604,;  \uc5ec\uc0c1\ud638,;  \uc624\uc0c1\uc724,<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('151','tp_links')\" style=\"cursor:pointer;\">\ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc5d0\uc11c \ud1b5\uc2e0 \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc774\uae30 \uc704\ud574 \ub808\uc774\uc5b4\ub97c \uc624\ubc84\ub798\ud551\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc62c-\ub9ac\ub4c0\uc2a4 \uae30\ubc95<\/a> <span class=\"tp_pub_type tp_  article\">Journal Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">\uc815\ubcf4\ucc98\ub9ac\ud559\ud68c\ub17c\ubb38\uc9c0. \ucef4\ud4e8\ud130 \ubc0f \ud1b5\uc2e0\uc2dc\uc2a4\ud15c, <\/span><span class=\"tp_pub_additional_volume\">vol. 10, <\/span><span class=\"tp_pub_additional_number\">no. 7, <\/span><span class=\"tp_pub_additional_pages\">pp. 191\u2013198, <\/span><span class=\"tp_pub_additional_year\">2021<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_151\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('151','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_151\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('151','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_151\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('151','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_151\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{\uae40\ub300\ud6042021\ubd84\uc0b0,<br \/>\r\ntitle = {\ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc5d0\uc11c \ud1b5\uc2e0 \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc774\uae30 \uc704\ud574 \ub808\uc774\uc5b4\ub97c \uc624\ubc84\ub798\ud551\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc62c-\ub9ac\ub4c0\uc2a4 \uae30\ubc95},<br \/>\r\nauthor = {\uae40\ub300\ud604 and \uc5ec\uc0c1\ud638 and \uc624\uc0c1\uc724},<br \/>\r\nurl = {https:\/\/kiss.kstudy.com\/thesis\/thesis-view.asp?key=3898298},<br \/>\r\nyear  = {2021},<br \/>\r\ndate = {2021-01-01},<br \/>\r\nurldate = {2021-01-01},<br \/>\r\njournal = {\uc815\ubcf4\ucc98\ub9ac\ud559\ud68c\ub17c\ubb38\uc9c0. \ucef4\ud4e8\ud130 \ubc0f \ud1b5\uc2e0\uc2dc\uc2a4\ud15c},<br \/>\r\nvolume = {10},<br \/>\r\nnumber = {7},<br \/>\r\npages = {191--198},<br \/>\r\nabstract = {\ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc740 \uac01 \ub178\ub4dc\uc5d0\uc11c \uc9c0\uc5ed\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud55c \uc9c0\uc5ed \ud30c\ub77c\ubbf8\ud130\ub97c \ub3d9\uae30\ud654\ub294 \uacfc\uc815\uc774 \uc694\uad6c\ub41c\ub2e4. \ubcf8 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc758 \ud6a8\uacfc\uc801\uc778 \ud30c\ub77c\ubbf8\ud130 \ub3d9\uae30\ud654 \uacfc\uc815\uc744 \uc704\ud574, \ub808\uc774\uc5b4 \ubcc4 \ud2b9\uc131\uc744 \uace0\ub824\ud55c allreduce \ud1b5\uc2e0\uacfc \uc5f0\uc0b0 \uc624\ubc84\ub798\ud551(overlapping) \uae30\ubc95\uc744 \uc81c\uc548\ud55c\ub2e4. \uc0c1\uc704 \ub808\uc774\uc5b4\uc758 \ud30c\ub77c\ubbf8\ud130 \ub3d9\uae30\ud654\ub294 \ud558\uc704 \ub808\uc774\uc5b4\uc758 \ub2e4\uc74c \uc804\ud30c\uacfc\uc815 \uc774\uc804\uae4c\uc9c0 \ud1b5\uc2e0\/\uacc4\uc0b0(\ud559\uc2b5) \uc2dc\uac04\uc744 \uc624\ubc84\ub7a9\ud558\uc5ec \uc9c4\ud589\ud560 \uc218 \uc788\ub2e4. \ub610\ud55c \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uc77c\ubc18\uc801\uc778 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc0c1\uc704 \ub808\uc774\uc5b4\ub294 convolution \ub808\uc774\uc5b4, \ud558\uc704 \ub808\uc774\uc5b4\ub294 fully-connected \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\ub2e4. Convolution \ub808\uc774\uc5b4\ub294 fully-connected \ub808\uc774\uc5b4 \ub300\ube44 \uc801\uc740 \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c0\uace0 \uc788\uace0 \uc0c1\uc704\uc5d0 \ub808\uc774\uc5b4\uac00 \uc704\uce58\ud558\ubbc0\ub85c \ub124\ud2b8\uc6cc\ud06c \uc624\ubc84\ub7a9 \ud5c8\uc6a9\uc2dc\uac04\uc774 \uc9e7\uace0, \uc774\ub97c \uace0\ub824\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\ub294 butterfly all-reduce\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ud6a8\uacfc\uc801\uc774\ub2e4. \ubc18\uba74 \uc624\ubc84\ub7a9 \ud5c8\uc6a9\uc2dc\uac04\uc774 \ubcf4\ub2e4 \uae34 \uacbd\uc6b0, \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed\uc744 \uace0\ub824\ud55c ring all-reduce\ub97c \uc0ac\uc6a9\ud55c\ub2e4. \ubcf8 \ub17c\ubb38\uc758 \uc81c\uc548 \ubc29\ubc95\uc758 \ud6a8\uacfc\ub97c \uac80\uc99d\ud558\uae30 \uc704\ud574 \uc81c\uc548 \ubc29\ubc95\uc744 PyTorch \ud50c\ub7ab\ud3fc\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc2e4\ud5d8 \ud658\uacbd\uc744 \uad6c\uc131\ud558\uc5ec \ubc30\uce58\ud06c\uae30\uc5d0 \ub300\ud55c \uc131\ub2a5 \ud3c9\uac00\ub97c \uc9c4\ud589\ud558\uc600\ub2e4. \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uc81c\uc548 \uae30\ubc95\uc758 \ud559\uc2b5\uc2dc\uac04\uc740 \uae30\uc874 PyTorch \ubc29\uc2dd \ub300\ube44 \ucd5c\uace0 33% \ub2e8\ucd95\ub41c \ubaa8\uc2b5\uc744 \ud655\uc778\ud558\uc600\ub2e4.},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('151','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_151\" style=\"display:none;\"><div class=\"tp_abstract_entry\">\ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc740 \uac01 \ub178\ub4dc\uc5d0\uc11c \uc9c0\uc5ed\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud55c \uc9c0\uc5ed \ud30c\ub77c\ubbf8\ud130\ub97c \ub3d9\uae30\ud654\ub294 \uacfc\uc815\uc774 \uc694\uad6c\ub41c\ub2e4. \ubcf8 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ubd84\uc0b0 \ub525\ub7ec\ub2dd\uc758 \ud6a8\uacfc\uc801\uc778 \ud30c\ub77c\ubbf8\ud130 \ub3d9\uae30\ud654 \uacfc\uc815\uc744 \uc704\ud574, \ub808\uc774\uc5b4 \ubcc4 \ud2b9\uc131\uc744 \uace0\ub824\ud55c allreduce \ud1b5\uc2e0\uacfc \uc5f0\uc0b0 \uc624\ubc84\ub798\ud551(overlapping) \uae30\ubc95\uc744 \uc81c\uc548\ud55c\ub2e4. \uc0c1\uc704 \ub808\uc774\uc5b4\uc758 \ud30c\ub77c\ubbf8\ud130 \ub3d9\uae30\ud654\ub294 \ud558\uc704 \ub808\uc774\uc5b4\uc758 \ub2e4\uc74c \uc804\ud30c\uacfc\uc815 \uc774\uc804\uae4c\uc9c0 \ud1b5\uc2e0\/\uacc4\uc0b0(\ud559\uc2b5) \uc2dc\uac04\uc744 \uc624\ubc84\ub7a9\ud558\uc5ec \uc9c4\ud589\ud560 \uc218 \uc788\ub2e4. \ub610\ud55c \uc774\ubbf8\uc9c0 \ubd84\ub958\ub97c \uc704\ud55c \uc77c\ubc18\uc801\uc778 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc0c1\uc704 \ub808\uc774\uc5b4\ub294 convolution \ub808\uc774\uc5b4, \ud558\uc704 \ub808\uc774\uc5b4\ub294 fully-connected \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\ub2e4. Convolution \ub808\uc774\uc5b4\ub294 fully-connected \ub808\uc774\uc5b4 \ub300\ube44 \uc801\uc740 \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c0\uace0 \uc788\uace0 \uc0c1\uc704\uc5d0 \ub808\uc774\uc5b4\uac00 \uc704\uce58\ud558\ubbc0\ub85c \ub124\ud2b8\uc6cc\ud06c \uc624\ubc84\ub7a9 \ud5c8\uc6a9\uc2dc\uac04\uc774 \uc9e7\uace0, \uc774\ub97c \uace0\ub824\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\ub294 butterfly all-reduce\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ud6a8\uacfc\uc801\uc774\ub2e4. \ubc18\uba74 \uc624\ubc84\ub7a9 \ud5c8\uc6a9\uc2dc\uac04\uc774 \ubcf4\ub2e4 \uae34 \uacbd\uc6b0, \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed\uc744 \uace0\ub824\ud55c ring all-reduce\ub97c \uc0ac\uc6a9\ud55c\ub2e4. \ubcf8 \ub17c\ubb38\uc758 \uc81c\uc548 \ubc29\ubc95\uc758 \ud6a8\uacfc\ub97c \uac80\uc99d\ud558\uae30 \uc704\ud574 \uc81c\uc548 \ubc29\ubc95\uc744 PyTorch \ud50c\ub7ab\ud3fc\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc2e4\ud5d8 \ud658\uacbd\uc744 \uad6c\uc131\ud558\uc5ec \ubc30\uce58\ud06c\uae30\uc5d0 \ub300\ud55c \uc131\ub2a5 \ud3c9\uac00\ub97c \uc9c4\ud589\ud558\uc600\ub2e4. \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uc81c\uc548 \uae30\ubc95\uc758 \ud559\uc2b5\uc2dc\uac04\uc740 \uae30\uc874 PyTorch \ubc29\uc2dd \ub300\ube44 \ucd5c\uace0 33% \ub2e8\ucd95\ub41c \ubaa8\uc2b5\uc744 \ud655\uc778\ud558\uc600\ub2e4.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('151','tp_abstract')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_151\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/kiss.kstudy.com\/thesis\/thesis-view.asp?key=3898298\" title=\"https:\/\/kiss.kstudy.com\/thesis\/thesis-view.asp?key=3898298\" target=\"_blank\">https:\/\/kiss.kstudy.com\/thesis\/thesis-view.asp?key=3898298<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('151','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2020\">2020<\/h3><div class=\"tp_publication tp_publication_conference\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> \uae40\ub300\ud604,;  \uc624\uc0c1\uc724,<\/p><p class=\"tp_pub_title\">\ubd84\uc0b0 \ub525\ub7ec\ub2dd \ucd5c\uc801\ud654\ub97c \uc704\ud55c Layer \ubcc4 \ub3d9\uae30\ud654 \uae30\ubc95 <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">\ud55c\uad6d\ucc28\uc138\ub300\ucef4\ud4e8\ud305\ud559\ud68c \ud558\uacc4\ud559\uc220\ub300\ud68c, <\/span><span class=\"tp_pub_additional_year\">2020<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_5\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('5','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_5\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{\uae40\ub300\ud6042020,<br \/>\r\ntitle = {\ubd84\uc0b0 \ub525\ub7ec\ub2dd \ucd5c\uc801\ud654\ub97c \uc704\ud55c Layer \ubcc4 \ub3d9\uae30\ud654 \uae30\ubc95},<br \/>\r\nauthor = {\uae40\ub300\ud604 and \uc624\uc0c1\uc724},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-01-01},<br \/>\r\nbooktitle = {\ud55c\uad6d\ucc28\uc138\ub300\ucef4\ud4e8\ud305\ud559\ud68c \ud558\uacc4\ud559\uc220\ub300\ud68c},<br \/>\r\njournal = {\ud55c\uad6d\ucc28\uc138\ub300\ucef4\ud4e8\ud305\ud559\ud68c \ud558\uacc4\ud559\uc220\ub300\ud68c},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {conference}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('5','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2019\">2019<\/h3><div class=\"tp_publication tp_publication_conference\"><div class=\"tp_pub_number\">1.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bang, Sungho;  Kim, Daehyun;  Choi, Jee;  Oh, Sangyoon<\/p><p class=\"tp_pub_title\">Benchmarking Sparse Matrix-Vector Multiplicatrion on Heterogeneous Cluster <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">The 5th International Conference on Next Generation Computing (ICNGC 2019), <\/span><span class=\"tp_pub_additional_year\">2019<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_122\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('122','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_122\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{Bang2019,<br \/>\r\ntitle = {Benchmarking Sparse Matrix-Vector Multiplicatrion on Heterogeneous Cluster},<br \/>\r\nauthor = {Sungho Bang and Daehyun Kim and Jee Choi and Sangyoon Oh},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-01-01},<br \/>\r\nurldate = {2019-01-01},<br \/>\r\nbooktitle = {The 5th International Conference on Next Generation Computing (ICNGC 2019)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {conference}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('122','tp_bibtex')\">Close<\/a><\/p><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\uae40\ub300\ud604Daehyun Kim After graduation LG CNS Publications<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1159,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-1421","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":"\uae40\ub300\ud604Daehyun Kim After graduation LG CNS Publications","_links":{"self":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1421","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=1421"}],"version-history":[{"count":1,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1421\/revisions"}],"predecessor-version":[{"id":1423,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1421\/revisions\/1423"}],"up":[{"embeddable":true,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1159"}],"wp:attachment":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}