{"id":2419,"date":"2022-01-28T09:46:16","date_gmt":"2022-01-28T14:46:16","guid":{"rendered":"https:\/\/www.bu.edu\/rhcollab\/?page_id=2419"},"modified":"2022-02-01T09:10:25","modified_gmt":"2022-02-01T14:10:25","slug":"near-data-data-transformation","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/rhcollab\/projects\/software-hardware\/near-data-data-transformation\/","title":{"rendered":"Near-Data Data Transformation"},"content":{"rendered":"<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">BU Faculty Members: <a href=\"https:\/\/cs-people.bu.edu\/mathan\/\">Manos Athanassoulis<\/a> and <a href=\"https:\/\/cs-people.bu.edu\/rmancuso\/\">Renato Mancuso\u00a0<\/a><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Red Hatters: Uli Drepper and Ahmed Sanaullah\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The team is creating a hardware-software co-design paradigm for data systems that implements near-memory processing. The approach has the potential to revolutionize data management by bridging the gap of analytical and transactional processing. This paradigm addresses the performance bottleneck caused by memory bandwidth and will allow both cloud and edge systems to efficiently handle mixed transactional and analytics data-intensive workloads with a better trade-off between bandwidth and latency. \u201cThe proposed software-hardware co-design methodology will also improve the collective understanding of new design models and resource management strategies that are possible in systems with programmable memory hierarchies,\u201d the team wrote.<\/span><br \/>\n<i><span style=\"font-weight: 400;\"><\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">Click <a href=\"https:\/\/arxiv.org\/abs\/2109.14349\">here<\/a> to read our ongoing work<\/span><\/i><\/p>\n<p><strong>Other Funding<\/strong><br \/>\n<a href=\"https:\/\/disc.bu.edu\/news-blog\/disc-lab-receives-donation-from-cisco\"><span style=\"font-weight: 400;\">Cisco<\/span><\/a><\/p>\n<p><a href=\"https:\/\/research.redhat.com\/blog\/research_project\/near-data-data-transformation\/\">Check out more about this project on the Red Hat Research website.\u00a0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>BU Faculty Members: Manos Athanassoulis and Renato Mancuso\u00a0 Red Hatters: Uli Drepper and Ahmed Sanaullah\u00a0 The team is creating a hardware-software co-design paradigm for data systems that implements near-memory processing. The approach has the potential to revolutionize data management by bridging the gap of analytical and transactional processing. This paradigm addresses the performance bottleneck caused [&hellip;]<\/p>\n","protected":false},"author":18885,"featured_media":0,"parent":2259,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/pages\/2419"}],"collection":[{"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/users\/18885"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/comments?post=2419"}],"version-history":[{"count":7,"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/pages\/2419\/revisions"}],"predecessor-version":[{"id":2457,"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/pages\/2419\/revisions\/2457"}],"up":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/pages\/2259"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/rhcollab\/wp-json\/wp\/v2\/media?parent=2419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}