{"id":1013,"date":"2026-02-04T16:10:18","date_gmt":"2026-02-04T07:10:18","guid":{"rendered":"https:\/\/graphai.io\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/graphai-framework-gflux\/"},"modified":"2026-03-13T16:23:36","modified_gmt":"2026-03-13T07:23:36","slug":"graphai-framework-gflux","status":"publish","type":"post","link":"https:\/\/graphai.io\/en\/news\/graphai-framework-gflux\/","title":{"rendered":"KAIST Professor Minsoo Kim’s Research Team Develops ‘GFlux,’ the World’s Highest-Performance Computing Framework"},"content":{"rendered":"[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” left_margin=”auto” right_margin=”auto” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” max_width_desktop=”1000″ column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default”][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” top_padding=”20″ constrain_group_1=”yes” bottom_padding=”20″ text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”center” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default”][image_with_animation image_url=”784″ image_size=”full” max_width=”100%” max_width_mobile=”default” animation_type=”entrance” animation=”None” animation_movement_type=”transform_y” hover_animation=”none” alignment=”” border_radius=”none” box_shadow=”none” image_loading=”default”][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][vc_column_text css=”” text_direction=”default” el_class=”article”]\n

GraphAI CEO and KAIST School of Computing Professor Minsoo Kim’s research team has developed ‘GFlux,’ a framework capable of processing ultra-large-scale graph computations with 1 trillion edges at ultra-high speed using just a single GPU computer. While existing methods required connecting 25 computers and took approximately 2,000 seconds for high-difficulty computations, GFlux completed the same task in just 1,184 seconds in a single GPU environment, demonstrating world-class performance.<\/p>\n

This was achieved by introducing ‘GTask’ scheduling, which optimizes computation units to overcome the GPU’s limited memory, along with integrated main memory-GPU memory management technology. The research also utilized a proprietary compression format called HGF to reduce data size by nearly half, and for the first time in a GPU environment, applied a 3-byte address system to reduce memory usage by 25%.<\/p>\n

These technological capabilities are expected to become core driving forces in next-generation AI and data analysis fields that handle massive data \u2014 including Graph Retrieval-Augmented Generation (RAG), knowledge graphs, and vector indexing. GraphAI engineers Seyeon Oh and Heeyong Yoon participated as co-first authors, CTO Donghyung Han as the third author, and CEO Minsoo Kim as the corresponding author, demonstrating an exemplary case of industry-academia collaboration.<\/p>\n

GraphAI plans to leverage the technology validated through this research to take the lead in solving real-world industrial challenges that require large-scale graph computation processing.<\/p>\n

Read more : https:\/\/www.aitimes.kr\/news\/articleView.html?idxno=35071<\/a>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” text_align=”left” row_position=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” pointer_events=”all”][vc_column_inner column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” top_margin=”20″ flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” centered_text=”true” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” overflow=”visible” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid” column_padding_type=”default” gradient_type=”default”][nectar_btn size=”jumbo” button_style=”regular” button_color_2=”Extra-Color-1″ icon_family=”default_arrow” button_id=”back_btn” text=”Back”][vc_raw_html css=””]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[\/vc_raw_html][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default” tablet_text_alignment=”default” phone_text_alignment=”default” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_backdrop_filter=”none” column_shadow=”none” column_border_radius=”none” column_link_target=”_self” column_position=”default” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” animation_type=”default” bg_image_animation=”none” border_type=”simple” column_border_width=”none” column_border_style=”solid”][divider line_type=”No Line” custom_height=”120″ custom_height_tablet=”70″ custom_height_phone=”60″][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"

[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” left_margin=”auto” right_margin=”auto” flex_gap_desktop=”10px” column_element_direction_desktop=”default” column_element_spacing=”default” desktop_text_alignment=”default”…<\/p>\n","protected":false},"author":1,"featured_media":1014,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[29],"tags":[],"class_list":{"0":"post-1013","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/posts\/1013","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/comments?post=1013"}],"version-history":[{"count":2,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/posts\/1013\/revisions"}],"predecessor-version":[{"id":1184,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/posts\/1013\/revisions\/1184"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/media\/1014"}],"wp:attachment":[{"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/media?parent=1013"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/categories?post=1013"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/graphai.io\/en\/wp-json\/wp\/v2\/tags?post=1013"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}