{"id":1938,"date":"2023-02-08T15:59:44","date_gmt":"2023-02-08T06:59:44","guid":{"rendered":"https:\/\/wise.ajou.ac.kr\/?page_id=1938"},"modified":"2023-09-20T12:50:59","modified_gmt":"2023-09-20T03:50:59","slug":"caetano-sergion-paulo","status":"publish","type":"page","link":"https:\/\/wise.ajou.ac.kr\/?page_id=1938","title":{"rendered":"Sergio Paulo Caetano"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2023\/09\/Sergio-Caetano-573x1024-1.jpg\" alt=\"\" class=\"wp-image-2342\" style=\"width:362px;height:446px\" width=\"362\" height=\"446\" srcset=\"https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2023\/09\/Sergio-Caetano-573x1024-1.jpg 573w, https:\/\/wise.ajou.ac.kr\/wp-content\/uploads\/2023\/09\/Sergio-Caetano-573x1024-1-243x300.jpg 243w\" sizes=\"(max-width: 362px) 100vw, 362px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Sergio Paulo Caetano<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">Email<\/h2>\n\n\n\n<p>sa20ra202124015 at ajou.ac.kr<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Research interests<\/h2>\n\n\n\n<p>Distributed Systems, Cloud Computing, Big Data (Processing and Analysis), Distributed Deep Learning, and AI<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>Sergio Paulo Caetano is Ph.D. student in the Department of Artificial Intelligence at Ajou University<\/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_2024\">2024<\/h3><div class=\"tp_publication tp_publication_conference\"><div class=\"tp_pub_number\">3.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> \uc548\uc131\ubc30,;  \uc774\uc7ac\ud604,;  \ubc15\uc885\uc6d0,;  Paulo, C. Sergio;  \uc624\uc0c1\uc724,<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('184','tp_links')\" style=\"cursor:pointer;\">HPC \uc791\uc5c5 \uc218\ud589 \ucd5c\uc801\ud654\ub97c \uc704\ud55c Autotuning \uae30\ubc95\uc758 Surrogate Model \uc120\ud0dd<\/a> <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">\ud55c\uad6d\ucef4\ud4e8\ud130\uc885\ud569\ud559\uc220\ub300\ud68c (KCC 2024), <\/span><span class=\"tp_pub_additional_publisher\">\ud55c\uad6d\uc815\ubcf4\uacfc\ud559\ud68c, <\/span><span class=\"tp_pub_additional_year\">2024<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_184\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('184','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_184\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('184','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_184\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{kcc2024-1,<br \/>\r\ntitle = {HPC \uc791\uc5c5 \uc218\ud589 \ucd5c\uc801\ud654\ub97c \uc704\ud55c Autotuning \uae30\ubc95\uc758 Surrogate Model \uc120\ud0dd},<br \/>\r\nauthor = {\uc548\uc131\ubc30 and \uc774\uc7ac\ud604 and \ubc15\uc885\uc6d0 and C. Sergio Paulo and \uc624\uc0c1\uc724},<br \/>\r\nurl = {https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11862282},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-06-27},<br \/>\r\nurldate = {2024-06-27},<br \/>\r\nbooktitle = {\ud55c\uad6d\ucef4\ud4e8\ud130\uc885\ud569\ud559\uc220\ub300\ud68c (KCC 2024)},<br \/>\r\npublisher = {\ud55c\uad6d\uc815\ubcf4\uacfc\ud559\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('184','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_184\" 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:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11862282\" title=\"https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11862282\" target=\"_blank\">https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11862282<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('184','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_conference\"><div class=\"tp_pub_number\">2.<\/div><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Paulo, C. Sergio;  \uc720\ubbf8\ub9ac,;  \ucd5c\uc9c0\ud5cc,;  \uc624\uc0c1\uc724,<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('181','tp_links')\" style=\"cursor:pointer;\">Dynamic Programming-Based Multilevel Graph Partitioning for Large-Scale Graph Data<\/a> <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">2024\ub144\ub3c4 \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c \ub3d9\uacc4\uc885\ud569\ud559\uc220\ubc1c\ud45c\ud68c, <\/span><span class=\"tp_pub_additional_publisher\">\ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c, <\/span><span class=\"tp_pub_additional_year\">2024<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_abstract_link\"><a id=\"tp_abstract_sh_181\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('181','tp_abstract')\" title=\"Show abstract\" style=\"cursor:pointer;\">Abstract<\/a><\/span> | <span class=\"tp_resource_link\"><a id=\"tp_links_sh_181\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('181','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_181\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('181','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_181\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{2024kics-2,<br \/>\r\ntitle = {Dynamic Programming-Based Multilevel Graph Partitioning for Large-Scale Graph Data},<br \/>\r\nauthor = {C. Sergio Paulo and \uc720\ubbf8\ub9ac and \ucd5c\uc9c0\ud5cc and \uc624\uc0c1\uc724},<br \/>\r\nurl = {https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11737048},<br \/>\r\nyear  = {2024},<br \/>\r\ndate = {2024-03-27},<br \/>\r\nbooktitle = {2024\ub144\ub3c4 \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c \ub3d9\uacc4\uc885\ud569\ud559\uc220\ubc1c\ud45c\ud68c},<br \/>\r\npublisher = {\ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c},<br \/>\r\nabstract = {Multilevel graph algorithms are used to create optimal partitions for large graphs. However, the dynamic changes to the graph structures during partitioning lead to increased memory. These changes involve adding temporal data to arrays or queues during intermediary operations. To enhance efficiency and minimize memory usage, we integrated dynamic programming. Experimental results demonstrate the improved scalability and effectiveness of the proposed approach in terms of memory usage.},<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('181','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_abstract\" id=\"tp_abstract_181\" style=\"display:none;\"><div class=\"tp_abstract_entry\">Multilevel graph algorithms are used to create optimal partitions for large graphs. However, the dynamic changes to the graph structures during partitioning lead to increased memory. These changes involve adding temporal data to arrays or queues during intermediary operations. To enhance efficiency and minimize memory usage, we integrated dynamic programming. Experimental results demonstrate the improved scalability and effectiveness of the proposed approach in terms of memory usage.<\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('181','tp_abstract')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_181\" 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:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11737048\" title=\"https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11737048\" target=\"_blank\">https:\/\/www.dbpia.co.kr\/journal\/articleDetail?nodeId=NODE11737048<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('181','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2023\">2023<\/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\"> Baek, Minseok;  Paulo, C. Sergio;  Oh, Sangyoon<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('175','tp_links')\" style=\"cursor:pointer;\">Analysis of the In-Memory Checkpointing Approach in Apache Flink<\/a> <span class=\"tp_pub_type tp_  conference\">Conference<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_booktitle\">2023\ub144\ub3c4 \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c \ud558\uacc4\uc885\ud569\ud559\uc220\ubc1c\ud45c\ud68c , <\/span><span class=\"tp_pub_additional_organization\"> \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_175\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('175','tp_links')\" title=\"Show links and resources\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_175\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('175','tp_bibtex')\" title=\"Show BibTeX entry\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_175\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@conference{nokey,<br \/>\r\ntitle = {Analysis of the In-Memory Checkpointing Approach in Apache Flink},<br \/>\r\nauthor = {Minseok Baek and C. Sergio Paulo and Sangyoon Oh},<br \/>\r\nurl = {https:\/\/www.dbpia.co.kr\/pdf\/pdfView.do?nodeId=NODE11487634},<br \/>\r\nyear  = {2023},<br \/>\r\ndate = {2023-06-21},<br \/>\r\nurldate = {2023-06-21},<br \/>\r\nbooktitle = {2023\ub144\ub3c4 \ud55c\uad6d\ud1b5\uc2e0\ud559\ud68c \ud558\uacc4\uc885\ud569\ud559\uc220\ubc1c\ud45c\ud68c },<br \/>\r\norganization = { \ud55c\uad6d\ud1b5\uc2e0\ud559\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('175','tp_bibtex')\">Close<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_175\" 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:\/\/www.dbpia.co.kr\/pdf\/pdfView.do?nodeId=NODE11487634\" title=\"https:\/\/www.dbpia.co.kr\/pdf\/pdfView.do?nodeId=NODE11487634\" target=\"_blank\">https:\/\/www.dbpia.co.kr\/pdf\/pdfView.do?nodeId=NODE11487634<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('175','tp_links')\">Close<\/a><\/p><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Sergio Paulo Caetano Email sa20ra202124015 at ajou.ac.kr Research interests Distributed Systems, Cloud Computing, Big Data (Processing and Analysis), Distributed Deep Learning, and AI Introduction Sergio Paulo Caetano is Ph.D. student in the Department of Artificial Intelligence at Ajou University Publications<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":785,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-1938","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":"Sergio Paulo Caetano Email sa20ra202124015 at ajou.ac.kr Research interests Distributed Systems, Cloud Computing, Big Data (Processing and Analysis), Distributed Deep Learning, and AI Introduction Sergio Paulo Caetano is Ph.D. student in the Department of Artificial Intelligence at Ajou University Publications","_links":{"self":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1938","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=1938"}],"version-history":[{"count":15,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1938\/revisions"}],"predecessor-version":[{"id":2343,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/1938\/revisions\/2343"}],"up":[{"embeddable":true,"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/785"}],"wp:attachment":[{"href":"https:\/\/wise.ajou.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}