{"id":1416,"date":"2026-10-06T22:47:24","date_gmt":"2026-10-06T22:47:24","guid":{"rendered":"https:\/\/www.isi.edu\/proxy-sphere\/?p=1416"},"modified":"2026-10-08T21:34:39","modified_gmt":"2026-10-08T21:34:39","slug":"sphere-showcases-reproducible-research-education-and-user-impact-at-merif-2026","status":"publish","type":"post","link":"https:\/\/www.isi.edu\/proxy-sphere\/about\/news\/sphere-showcases-reproducible-research-education-and-user-impact-at-merif-2026\/","title":{"rendered":"SPHERE Showcases Research, Education, and User Impact at MERIF 2026"},"content":{"rendered":"<p>SPHERE participated in the <a href=\"https:\/\/merif.renci.org\/home\"><strong>2026 Midscale Experimental Research Infrastructure Forum (MERIF)<\/strong><\/a>, held September 29\u201330 at The George Washington University in Washington, D.C. Members of the SPHERE team and user community contributed throughout the two-day workshop through presentations, demonstrations, session leadership, and program planning.<\/p>\n<p>This year\u2019s theme, \u201cElevating User Impact,\u201d brought together NSF-supported research infrastructure providers and users to share best practices, reduce barriers to access, and strengthen cross-facility, reproducible research. SPHERE\u2019s participation reflected each of these goals, highlighting lessons from building the infrastructure as well as the growing range of research and education that SPHERE now enables.<\/p>\n<p><strong>Building SPHERE and Looking Ahead<\/strong><\/p>\n<p>SPHERE Principal Investigator <a href=\"https:\/\/www.isi.edu\/directory\/jelena-mirkovic\/\" target=\"_blank\" rel=\"noopener\"><b>Jelena Mirkovic <\/b><\/a> presented an update on SPHERE, its unique capabilities, and its growing beta user community, while sharing lessons learned from building a midscale research infrastructure for security and privacy experimentation.<\/p>\n<p>She highlighted the importance of engaging users early and involving students through internships, as well as practical challenges encountered during SPHERE\u2019s development, including longer-than-expected timelines for hardware procurement and facilities work.<\/p>\n<p>Looking ahead, she discussed opportunities for greater collaboration among midscale research infrastructures. These include making it easier for researchers to access multiple facilities and enabling experiments to move more readily between different platforms, goals that closely align with MERIF\u2019s emphasis on cross-facility research and reducing barriers to infrastructure use.<\/p>\n<p><strong>SPHERE in Action: Research and Education<\/strong><\/p>\n<p>A central part of SPHERE\u2019s participation at MERIF was showcasing how researchers and educators are already using the infrastructure. Presentations and demonstrations spanned automotive cybersecurity, distributed AI systems, cybersecurity education, and portable cyber experimentation.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-1429\" src=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_4-300x150.jpg\" alt=\"Image\" width=\"494\" height=\"247\" srcset=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_4-300x150.jpg 300w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_4-1024x512.jpg 1024w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_4-768x384.jpg 768w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_4.jpg 1536w\" sizes=\"auto, (max-width: 494px) 100vw, 494px\" \/><\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/chandrima-ghatak\/?isSelfProfile=false\" target=\"_blank\" rel=\"noopener\"><b>Chandrima (Dimpy) Ghatak<\/b><\/a> of Colorado State University presented SPHERE-CAN, which connects a physical automotive network testbed at Colorado State University to the SPHERE research infrastructure, and also demonstrated the system during MERIF\u2019s Demo and Poster Night. The demonstration showed how researchers can remotely configure and run experiments on real automotive networks, including monitoring live network traffic, injecting messages, executing attacks, and recording the resulting system behavior. By making physical automotive systems remotely accessible through SPHERE, SPHERE-CAN supports reproducible experimentation and evaluation of automotive cybersecurity.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-1435\" src=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide-300x150.png\" alt=\"Image\" width=\"486\" height=\"243\" srcset=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide-300x150.png 300w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide-1024x512.png 1024w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide-768x384.png 768w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide-1536x768.png 1536w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/Academic-Conference-Presentation-with-Projected-AI-Slide.png 1774w\" sizes=\"auto, (max-width: 486px) 100vw, 486px\" \/><\/p>\n<p><a href=\"https:\/\/yizhuoliang.github.io\/\"><b>Yizhuo Liang<\/b><\/a>, a Ph.D. student in Computer Science at USC, presented StreamEP, a new approach designed to improve large-scale LLM inference on academic GPU clusters where network bandwidth may be non-uniform or affected by other workloads. The research was evaluated using SPHERE\u2019s GPU cluster at USC ISI, taking advantage of specialized capabilities including its dual RoCE network fabric to study distributed LLM workloads under conditions that can be difficult to reproduce in mainstream public clouds.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-1426\" src=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_1-300x150.jpg\" alt=\"Image\" width=\"484\" height=\"242\" srcset=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_1-300x150.jpg 300w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_1-1024x512.jpg 1024w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_1-768x384.jpg 768w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_1.jpg 1536w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\" \/><\/p>\n<p><strong><a href=\"\/\/www.d.umn.edu\/~pahp\/\" target=\"_blank\" rel=\"noopener\">Peter Peterson<\/a><\/strong>, professor at the University of Minnesota Duluth and a member of the SPHERE Advisory Board, presented work demonstrating how SPHERE can support hands-on cybersecurity education. His presentation highlighted capabilities such as step-by-step exercises, automated grading, and hints that can help instructors provide practical cybersecurity learning experiences while reducing the effort required to manage complex experimental environments.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-1428\" src=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_3-300x150.jpg\" alt=\"Image\" width=\"484\" height=\"242\" srcset=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_3-300x150.jpg 300w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_3-1024x512.jpg 1024w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_3-768x384.jpg 768w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_3.jpg 1536w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\" \/><\/p>\n<p>SPHERE researchers <strong><a href=\"https:\/\/www.comp.nus.edu.sg\/cs\/people\/anis\/\" target=\"_blank\" rel=\"noopener\">Anis Bin Yusof<\/a> <\/strong>and <a href=\"https:\/\/www.comp.nus.edu.sg\/~liangzk\/\" target=\"_blank\" rel=\"noopener\"><strong>Zhenkai Liang<\/strong><\/a> from National University of Singapore (NUS) presented CRADLE, a high-level language for Cyber Experimentation as Code. CRADLE separates the intent of an experiment from testbed-specific implementation details, allowing a high-level experiment description to be translated into deployment material for different supported platforms. Their presentation used both a compact CVE example and a larger multi-stage scenario to illustrate how this approach can make experiments easier to describe, reproduce, and potentially move across different research infrastructures.<\/p>\n<p>Together, these presentations showed the breadth of activities that SPHERE can support, from experiments involving specialized physical hardware and large-scale distributed systems to reproducible cyber experimentation and hands-on education.<\/p>\n<p><strong>USC-ISI Keynote and Workshop Leadership<\/strong><\/p>\n<p>The broader USC Information Sciences Institute community also played an active role at MERIF 2026.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-1427\" src=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_2-300x150.jpg\" alt=\"Image\" width=\"490\" height=\"245\" srcset=\"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_2-300x150.jpg 300w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_2-1024x512.jpg 1024w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_2-768x384.jpg 768w, https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/MERIF_2x1_2.jpg 1536w\" sizes=\"auto, (max-width: 490px) 100vw, 490px\" \/><\/p>\n<p>ISI Fellow <a href=\"https:\/\/www.isi.edu\/directory\/yolanda-gil\/\" target=\"_blank\" rel=\"noopener\"><b>Yolanda Gil<\/b><\/a> delivered the keynote presentation, \u201cFrom Watercoolers to Workflows: Delivering the AI That Users Most Need.\u201d Her talk explored how AI-enabled research infrastructure can be designed around researchers\u2019 real needs and existing workflows, including ways AI can lower barriers to interdisciplinary research.<\/p>\n<p>SPHERE Project Manager <a href=\"https:\/\/www.isi.edu\/directory\/alba-regalado\/\" target=\"_blank\" rel=\"noopener\"><b>Alba Regalado<\/b><\/a> served on the MERIF Advisory Board, helping guide the workshop\u2019s overall theme and organization. USC-ISI Managing Director <a href=\"https:\/\/www.isi.edu\/directory\/terry-benzel\/\" target=\"_blank\" rel=\"noopener\"><b>Terry Benzel<\/b><\/a> served on the Program Committee, contributing to the development of the workshop program. <a href=\"https:\/\/www.isi.edu\/directory\/jelena-mirkovic\/\" target=\"_blank\" rel=\"noopener\"><b>Jelena Mirkovic<\/b><\/a> and <a href=\"https:\/\/www.isi.edu\/directory\/terry-benzel\/\" target=\"_blank\" rel=\"noopener\"><b>Terry Benzel<\/b><\/a> also chaired sessions during the workshop.<\/p>\n<p>These contributions extended SPHERE\u2019s involvement beyond presenting its own work, giving members of the SPHERE and USC-ISI communities an opportunity to help shape broader discussions about the future of research infrastructure.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>SPHERE participated in the 2026 Midscale Experimental Research Infrastructure Forum (MERIF), held September 29\u201330 at The George Washington University in Washington, D.C. Members of the SPHERE team and user community contributed throughout the two-day workshop through presentations, demonstrations, session leadership, and program planning. This year\u2019s theme, \u201cElevating User Impact,\u201d brought together NSF-supported research infrastructure providers&hellip;<\/p>\n","protected":false},"author":974,"featured_media":1425,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"news_source":"","news_author":"Shirley Xiong & David Balenson","external_news_link":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1416","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"featured_image_src":"https:\/\/www.isi.edu\/proxy-sphere\/wp-content\/uploads\/sites\/57\/2026\/10\/fa1b2e0bdf59bd6f4f3dfe210c298e36.jpg","featured_image_alt":"Image","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SPHERE Showcases Research, Education, and User Impact at MERIF 2026 - SPHERE<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/proxy-sphere\/about\/news\/sphere-showcases-reproducible-research-education-and-user-impact-at-merif-2026\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SPHERE Showcases Research, Education, and User Impact at MERIF 2026 - SPHERE\" \/>\n<meta property=\"og:description\" content=\"SPHERE participated in the 2026 Midscale Experimental Research Infrastructure Forum (MERIF), held September 29\u201330 at The George Washington University in Washington, D.C. Members of the SPHERE team and user community contributed throughout the two-day workshop through presentations, demonstrations, session leadership, and program planning. 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