{"id":44,"date":"2020-08-21T16:52:39","date_gmt":"2020-08-21T16:52:39","guid":{"rendered":"https:\/\/pearc.hosting2.acm.org\/pearc19\/?page_id=44"},"modified":"2020-08-24T20:41:59","modified_gmt":"2020-08-24T20:41:59","slug":"papers","status":"publish","type":"page","link":"https:\/\/pearc.acm.org\/pearc19\/papers\/","title":{"rendered":"Papers"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"44\" class=\"elementor elementor-44\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-353f45f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"353f45f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8ee93e3\" data-id=\"8ee93e3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-03debb7 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"03debb7\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/dl.acm.org\/citation.cfm?id=3332186\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">View the PEARC18 ACM Proceedings<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e3aa8ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e3aa8ad\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5bdc6f7\" data-id=\"5bdc6f7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f88724 elementor-widget elementor-widget-toggle\" data-id=\"9f88724\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1671\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1671\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Advanced Research Computing Software and Applications<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1671\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1671\"><p class=\"font_8\"><strong>A Science Gateway for Atomic and Molecular Physics<br \/><\/strong>Armin Scrinzi, Barry Schneider, Fernando Martin, Igor Bray, Jimena Garfinkiel, Jonathan Tennyson, Klaus Bartschat, Markus Klinker, Oleg Zatsarinny, Sudhakar Pamidighantam<\/p><p class=\"font_8\"><strong>Advanced Research Computing Containers for AI Workloads<br \/><\/strong>Kyle J. Smathers,\u00a0Mark E. DeYoung,\u00a0Marvin W. Newlin<\/p><p class=\"font_8\"><strong>Automatic Modulefile Generation in Environment Modules and Lmod Systems with\u00a0mkmod<br \/><\/strong>Kent F. Milfeld<\/p><p class=\"font_8\"><strong>Building A Scalable Forward Flux Sampling Framework using Big Data and HPC<br \/><\/strong>Amy W. Apon, Jon\u00a0 Kilganon, Linh B. Ngo,\u00a0Ryan S. DeFever,\u00a0Sapna Sarupria,\u00a0Walter\u00a0Hanger<\/p><p class=\"font_8\"><strong>Combining OpenCL and MPI to Support Heterogeneous Computing on a Cluster<br \/><\/strong>John Hale,\u00a0Ming Li,\u00a0Peter\u00a0Hawrylak<\/p><p class=\"font_8\"><strong>Community Collections: A Framework for Openly Sharing Software Stacks Across Research Computing Centers Using Singularity and Lmod<br \/><\/strong>Kevin\u00a0 Manalo, Levi\u00a0 Baber, Nuyun\u00a0 Zhang,\u00a0Ryan\u00a0 Bradley,\u00a0Zhi-Qiang\u00a0 You<\/p><p class=\"font_8\"><strong>Connecting Diffusion MRI to Skeletal Muscle Microstructure: Leveraging Meta-Models and GPU-acceleration<br \/><\/strong>John G. Georgiadis,\u00a0Noel M. Naughton<\/p><p class=\"font_8\"><strong>Enabling Real-time User Interaction For Decision Support: Experiences Extending A Local Agave Platform Metadata Service<br \/><\/strong>Gwen A. Jacobs, Jared\u00a0 McLean, Kolja\u00a0 Rotzoll,\u00a0Scot K. Izuka, Sean B. Cleveland<\/p><p class=\"font_8\"><strong>Expanding the Computational Anatomy Gateway from clinical imaging to basic neuroscience research<br \/><\/strong>Anthony\u00a0 Kolasny, Daniel J. Tward, Fatima\u00a0 Kahn, Juan\u00a0 Troncoso,\u00a0Michael I. Miller<\/p><p class=\"font_8\"><strong>Exploring Untrusted Distributed Storage for\u00a0<\/strong><br \/><strong>High\u00a0Performance Computing<br \/><\/strong>Austin\u00a0 Smith, Justin\u00a0 Riley, Milan\u00a0 Kupcevic, Muneeba\u00a0 Syed, Paul\u00a0 Edmon,\u00a0Scott\u00a0 Yockel<\/p><p class=\"font_8\"><strong>Extensible Framework for Analysis of Farm Practices and Programs<br \/><\/strong>Christopher M. Navarro, Gary D. Schnitkey, Gowtham Naraharisetty, Hanseok Jeong, Jonathan Coppess, Jong S. Lee, Lisa\u00a0 Gatzke, Michal Ondrejcek, Rabin Bhattarai, Rishabh Gupta, Sandeep Puthanveetil Satheesan, Shannon Bradley, Yan Zhao<\/p><p class=\"font_8\"><strong>GenApp, Containers and Abaco<br \/><\/strong>Emre H. Brookes,\u00a0Joe\u00a0 Stubbs<\/p><p class=\"font_8\"><strong>Greyfish: An Out-of-the-Box, Reusable, Portable Cloud Storage Service<br \/><\/strong>Carlos Redondo,\u00a0Ritu\u00a0Arora<\/p><p class=\"font_8\"><strong>HUBzero\u00ae: Novel Concepts Applied to Established Computing Infrastructures to Address Communities\u2019 Needs<br \/><\/strong>Ben\u00a0 Haley, Claire\u00a0 Stirm, Michael\u00a0 Zentner, Sandra\u00a0 Gesing, Steve\u00a0 Clark<\/p><p class=\"font_8\"><strong>Implementing a Flexible, Fault Tolerant Job Management System for Science Gateways<br \/><\/strong>Ajinkya\u00a0 Dhamnaskar, Dimuthu\u00a0 Wannipurage, Eroma\u00a0 Abeysinghe, Gourav\u00a0 Shenoy, Lahiru\u00a0 Jayathilaka, Marcus Christie, Marlon Pierce, Sudhakar Pamidighantam, Suresh Marru<\/p><p class=\"font_8\"><strong>In-situ Analysis and Visualization of Earthquake Simulation<br \/><\/strong>Dawei\u00a0 Mu, Hui\u00a0 Zhou, Jon\u00a0 Moran, Mahidhar\u00a0 Tatineni, Ronald\u00a0 Hawkins, Steve\u00a0 Campbell, Yifeng\u00a0 Cui<\/p><p class=\"font_8\"><strong>Integrity Protection for Scientific Workflow Data: Motivation and Initial Experiences<br \/><\/strong>Anirban\u00a0 Mandal, Ewa\u00a0 Deelman, F. Alex\u00a0 Feltus, Ilya\u00a0 Baldin, Karan\u00a0 Vahi, Mats\u00a0 Rynge,\u00a0Omkar\u00a0 Bhide, Randy\u00a0 Heiland,\u00a0Raquel\u00a0 Hill, Von\u00a0 Welch,\u00a0William L. Poehlman<\/p><p class=\"font_8\"><strong>Introducing the Open Science Chain &#8212; Protecting Integrity and Provenance of Research Data<br \/><\/strong>Subhashini\u00a0 Sivagnanam,\u00a0Viswanath\u00a0 Nandigam<\/p><p class=\"font_8\"><strong>Leveraging Elasticsearch to Improve Data Discoverability in Science Gateways<br \/><\/strong>Jake\u00a0 Rosenberg, Joseph\u00a0 Meiring, Josue B. Coronel, Sarah\u00a0 Gray, Tracy\u00a0 Brown<\/p><p class=\"font_8\"><strong>openDIEL: A Parallel Workflow Engine and Data Analytics\u00a0Framework<br \/><\/strong>Daniel Nichols, Efosa\u00a0 Asemota, Frank H. Betancourt, Kwai\u00a0 Wong, Quindell\u00a0 Marshall, Stan\u00a0 Tomov<\/p><p class=\"font_8\"><strong>Reproducible Hydrological Modeling with CyberGIS-Jupyter: A Case Study on SUMMA<br \/><\/strong>Anand Padmanabhan, Anthony Castronova, Dandong Yin, David Tarboton,\u00a0Fangzheng\u00a0 Lu, Jon\u00a0 Goodall,\u00a0Shaowen Wang, Young Don Choi<\/p><p class=\"font_8\"><strong>Scalable Parallel Programming in Python with Parsl\u00a0<br \/><\/strong>Anna\u00a0 Woodard, Daniel S. Katz, Ian\u00a0 Foster, Kyle Chard, Michael\u00a0 Wilde, Yadu N. Babuji,\u00a0Zhuozhao\u00a0\u00a0lI<\/p><p class=\"font_8\"><strong>Shuffler: A Large Scale Data Management Tool for Machine Learning in Computer Vision<br \/><\/strong>Evgeny\u00a0 Toropov,\u00a0Jos\u00e9\u00a0 Moura, Paola A. Buitrago<\/p><p class=\"font_8\"><strong>Singularity: simple, secure containers for\u00a0computer-driven workloads<br \/><\/strong>David C. Godlove<\/p><p class=\"font_8\"><strong>The PreSync Project: Synchronization Automation in the Cactus Framework<br \/><\/strong>Roland\u00a0 Haas,\u00a0Samuel D. Cupp,\u00a0Steven R. Brandt<\/p><p class=\"font_8\"><strong>Web of Trust Tool for Gateway User Vetting<br \/><\/strong>Amitava\u00a0 Majumdar, Kenneth K. Yoshimoto, Mark A. Miller, Nicholas T. Carnevale, Subhashini\u00a0 Sivagnanam<\/p><p class=\"font_8\"><strong>Web-based Visualization and Querying of Food and Beverage Endorsements by Celebrities<br \/><\/strong>Faiz\u00a0 Abidi,\u00a0Srijith\u00a0 Rajamohan<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1672\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1672\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Facilitation of Advanced Research Computing<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1672\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1672\"><p class=\"font_8\"><strong>A Continuous Integration-Based Framework for Software Management<br \/><\/strong>Eric\u00a0 Franz, Heechang\u00a0 Na, Judith\u00a0 Gardiner, Karen\u00a0 Tomko, Samuel\u00a0 Khuvis, Scott\u00a0 Brozell, Trey\u00a0 Dockendorf, Zhi-Qiang\u00a0 You<\/p><p class=\"font_8\"><strong>A Multi-Environment HPC-Scale Puppet Infrastructure for Compliance and Systems Automation<br \/><\/strong>Edward\u00a0 Munsell, Evan F. Bollig, Jeffrey\u00a0 McDonald,\u00a0Michael\u00a0 Baynton, Nicholas\u00a0 Bertrand, Raychel M. Benson<\/p><p class=\"font_8\"><strong>A Resource Utilization Analytics Platform Using Grafana and\u00a0Telegraffor the Savio Supercluster<br \/><\/strong>Nicolas A. Chan<\/p><p class=\"font_8\"><strong>Arbiter: Dynamically Limiting Resource Consumption on Login Nodes<br \/><\/strong>Brian Haymore, Dylan Gardner,\u00a0Robben\u00a0 Migacz<\/p><p class=\"font_8\"><strong>Assessment of Return on Investment and impact of cyberinfrastructure facilities: a survey of current methods<br \/><\/strong>Alan Sill, Amy Apon, Craig Stewart, David Lifka, David Y. Hancock, Nicholas Berente, Robert\u00a0 Henschel, Thomas\u00a0 Furlani<\/p><p class=\"font_8\"><strong>Deploying a Top-100 Supercomputer for Large Parallel Workloads: the Niagara Supercomputer<br \/><\/strong>Alexey\u00a0 Fedoseev, Bruno\u00a0 Mundim, Ching-Hsing Yu, Daniel\u00a0 Gruner, Erik Spence, Fatih Ertinaz, Fei Mao, Jaime\u00a0 Pinto, Joseph Chen, Leslie\u00a0 Groer, Marcelo Ponce, Marco\u00a0 Saldarriaga, Michael Nolta, Ramses Van Zon, Richard W. Peltier, Scott Northrup, Vladimir Slavnic<\/p><p class=\"font_8\"><strong>Developing and Operating Edge Services on Federated Infrastructure Using MiniSLATE<br \/><\/strong>Benjamin Kulbertis, Christopher K. Weaver, Joe Breen,\u00a0Robert Gardner, Shawn McKee<\/p><p class=\"font_8\"><strong>Expressing and Managing Network Policies for Emerging HPC Systems<br \/><\/strong>James Griffioen, Jane Hayes<\/p><p class=\"font_8\"><strong>Good Enough Project Management Practices for Researcher Support Projects<br \/><\/strong>Christina Maimone<\/p><p class=\"font_8\"><strong>Harmony: A Harness Monitoring System for the Oak Ridge Leadership Computing Facility<br \/><\/strong>Cameron Kuchta, Reuben Budiardja, Ver\u00f3nica G. Vergara Larrea<\/p><p class=\"font_8\"><strong>IceCube\u2019s Long Term Archive Software<br \/><\/strong>Benedikt Riedel, David Schultz, Patrick Meade<\/p><p class=\"font_8\"><strong>Making it More Secure: The Technical and Social Challenges of Expanding the Functionality of an Existing HPC Cluster to Meet University and Federal Data Security Requirements<br \/><\/strong>Christopher Doane, Gary Jung, Jason Christopher, Sergio A. Rivera, Zongming\u00a0 Fei<\/p><p class=\"font_8\"><strong>Managing a Heterogeneous Cluster<br \/><\/strong>Adam Tygart, Dan Andresen, Dave Turner, Kyle Hutson<\/p><p class=\"font_8\"><strong>Managing Privilege and Access on Federated Edge Platforms<br \/><\/strong>Christopher N. Weaver, Joe\u00a0 Breen,\u00a0Robert Gardner,\u00a0Shawn McKee<\/p><p class=\"font_8\"><strong>Mii: An Automated Search Engine for Environment Modules<br \/><\/strong>Justin\u00a0 Stanley<\/p><p class=\"font_8\"><strong>ORCID Integration Into Science Gateways<br \/><\/strong>Carrie Arnold, Dave Hart,\u00a0Ester Soriano,\u00a0Maytal Dahan<\/p><p class=\"font_8\"><strong>Performant Container Support for HPC Applications<br \/><\/strong>Lei Huang, R. Todd Evans,\u00a0 Yinzhi Wang<\/p><p class=\"font_8\"><strong>Petrel: A Programmatically Accessible Research Data Service<br \/><\/strong>Ben Blaiszik, Benjamin S. Allen, Ian Foster, Kyle Chard, Lukasz Lacinski,\u00a0Michael\u00a0 Papka,\u00a0Rachana Ananthakrishnan, Rick Wagner, Ryan Chard,\u00a0William E. Allcock<\/p><p class=\"font_8\"><strong>Providing a Unified Software Environment for Canada\u2019s National Advanced Computing Centers<br \/><\/strong>Bart Oldeman, Maxime Boissonneault, Ryan P. Taylor<\/p><p class=\"font_8\"><strong>Provisioning ZFS Pools On Lustre<br \/><\/strong>Adam Howard, Rick Mohr<\/p><p class=\"font_8\"><strong>PULSAR:Deploying\u00a0Network\u00a0Monitoring and Intrusion Detection for the Science DMZ<br \/><\/strong>Brian Werts, Callum Gundlach, Erik Gough, Jacob\u00a0 Sharp, Lauren Featherstun, Lev Gorenstein, Lipu Wu, Nathan DeMien, Sagar Narayan, Shivam Trivedi, Xiao Zhu<\/p><p class=\"font_8\"><strong>Research Computing Desktops: Demystifying research computing for non-Linux users<br \/><\/strong>Abhinav Thota, Alexander\u00a0 Younts, Ben Fulton,\u00a0 Christopher Phillips, Daniel T. Dietz, H.E. Cicada B. Dennis, Laura Huber, Le Mai Weakley, Scott\u00a0 Michael, Stephen L. Harrell, Winona\u00a0 Snapp-Childs, Xiao\u00a0 Zhu<\/p><p class=\"font_8\"><strong>Serverless Science Gateway Development for Ca2+ binding site prediction on Amazon Web Services: Case Study<br \/><\/strong>Melchizedek G. Mashiku, Neranjan S. Edirisinghe<\/p><p class=\"font_8\"><strong>StashCache: A Distributed Caching Federation for the Open Science Grid<br \/><\/strong>Brian Bockelman, Brian Lin, Derek Weitzel, Edgar Fajardo Hernandez, Ilija Vukotic,\u00a0Marian\u00a0 Zvada,\u00a0Mats\u00a0 Rynge,\u00a0Matyas\u00a0 Selmeci,\u00a0Rob\u00a0 Gardner<\/p><p class=\"font_8\"><strong>The biggest failure of my career: what happened, what we did about it, and how we won\u2019t do it again<br \/><\/strong>Jonathon\u00a0 Anderson<\/p><p class=\"font_8\"><strong>Trusted CI Experiences in Cybecurity and Service to Open Science<br \/><\/strong>Andrew\u00a0 Adams, Barton P. Miller, Craig\u00a0 Jackson, Dana\u00a0 Brunson, Elisa Heymann, Florence\u00a0 Hudson, Jeannette\u00a0 Dopheide, Jim\u00a0 Basney, Jim\u00a0 Marsteller, John\u00a0 Zage, Kay\u00a0 Avila,\u00a0Mark Krenz, Robert\u00a0 Cowles,\u00a0Ryan\u00a0 Kiser,\u00a0Scott Russell, Sean Peisert, Susan Sons, Terry Fleury, Von\u00a0 Welch<\/p><p class=\"font_8\"><strong>Wrangling Rogues: A Case Study on Managing Experimental Post-Moore Architectures<br \/><\/strong>Jason\u00a0 Riedy,\u00a0Jeffrey S. Young,\u00a0Thomas M. Conte,\u00a0Will\u00a0 Powell<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1673\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1673\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Machine Learning and Artificial Intelligence<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1673\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1673\"><p class=\"font_8\"><strong>A Framework for Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects using Curve Patterns<br \/><\/strong>Ben\u00a0 Torkian,\u00a0Colin\u00a0 Wilder,\u00a0Jun\u00a0 Zhou,\u00a0Karen\u00a0 Smith,\u00a0Paul\u00a0 Sagona,\u00a0Song\u00a0 Wang,\u00a0Yuhang\u00a0 Lu<\/p><p class=\"font_8\"><strong>A Novel Pruning Method for Convolutional Neural Networks Based off Identifying Critical Filters<br \/><\/strong>Mihaela\u00a0 Dimovska,\u00a0Travis\u00a0 Johnston<\/p><p class=\"font_8\"><strong>Automated Deep Learning Analysis of Purple Martin Videos Depicting Incubation and Provisioning<br \/><\/strong>Heather M. Williams,\u00a0L. Shawn\u00a0 Matott,\u00a0Robert L. DeLeon<\/p><p class=\"font_8\"><strong>Characterizing the Execution of Deep Neural Networks on Collaborative Robots and Edge Devices<br \/><\/strong>Abhijeet\u00a0 Saraha,\u00a0Arthur\u00a0 Siqueira,\u00a0Bingyao Wang, Chunjun\u00a0 Jia,\u00a0Dongsuk Lim, Hyesoon Kim, Jiashen\u00a0 Cao,\u00a0Lixing\u00a0 Liu,\u00a0Matthew L. Merck, Qiusen\u00a0 Huang,\u00a0Ramyad\u00a0 Hadidi<\/p><p class=\"font_8\"><strong>Developing a Meta Framework for Key-Value Memory Networks on HPC Clusters\u00a0<br \/><\/strong>Arghya K. Das, Choonhan\u00a0 Youn,\u00a0Joohyun Kim, Seungwon\u00a0 Yang<\/p><p class=\"font_8\"><strong>Extracting Domain Information using Deep Learning<br \/><\/strong>Amit\u00a0 Gupta,\u00a0Crispin\u00a0 Taylor,\u00a0Jennifer\u00a0 Regala,\u00a0Pankaj\u00a0 Jaiswal,\u00a0Weijia\u00a0 Xu<\/p><p class=\"font_8\"><strong>Facial Expression Recognition: Utilizing Digital Image Processing, Deep Learning, and High-Performance Computing<br \/><\/strong>Francisco\u00a0 Reveriano<\/p><p class=\"font_8\"><strong>Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning<br \/><\/strong>Adedolapo\u00a0 Okanlawon,\u00a0Brandon\u00a0 Dunn,\u00a0Dan\u00a0 Andresen,\u00a0Mohammed\u00a0 Tanash,\u00a0William Hsu, Yang\u00a0 Huichen<\/p><p class=\"font_8\"><strong>In and out of the nucleus &#8211; CNN-based segmentation of cell nuclei from images of a translocating biosensor<br \/><\/strong>Jeremy E. Purvis,\u00a0Katarzyna M. Kedziora,\u00a0Michael R. Kosorok,\u00a0Tarek M. Zikry<\/p><p class=\"font_8\"><strong>MagmaDNN: Accelerated Deep Learning Using MAGMA<br \/><\/strong>Alex\u00a0 Gessinger,\u00a0Daniel L. Nichols,\u00a0Kwai\u00a0 Wong, Lucien\u00a0 Ng,\u00a0Sihan\u00a0 Chen,\u00a0Stanimire\u00a0 Tomov<\/p><p class=\"font_8\"><strong>Open Compass: Accelerating the Adoption of AI in Open Research<br \/><\/strong>Nicholas A. Nystrom, Paola A. Buitrago<\/p><p class=\"font_8\"><strong>Publishing and Serving Machine Learning Models with\u00a0DLHub<br \/><\/strong>Anna\u00a0 Woodard,\u00a0Ben\u00a0 Blaiszik,\u00a0Ian\u00a0 Foster,\u00a0Kyle\u00a0 Chard,\u00a0Logan\u00a0 Ward,\u00a0Ryan\u00a0 Chard,\u00a0Steven\u00a0 Tuecke,\u00a0Yadu\u00a0 Babuji,\u00a0Zhuozhao\u00a0\u00a0lI<\/p><p class=\"font_8\"><strong>Towards a Framework for Validating Machine Learning Results in Medical Imaging<br \/><\/strong>Frank M. Skidmore,\u00a0Murat M. Tanik,\u00a0Thomas\u00a0 Anthony,\u00a0William S. Monroe<\/p><p class=\"font_8\"><strong>Traps, Pitfalls\u00a0and\u00a0Misconceptions\u00a0of Machine Learning applied to Scientific Disciplines<br \/><\/strong>Alessandro\u00a0 Fanfarillo,\u00a0Davide\u00a0 Del Vento<\/p><p class=\"font_8\"><strong>VAStream: A Visual Analytics System for Fast Data Streams<br \/><\/strong>Raju\u00a0 Gottumukkala,\u00a0Satya\u00a0 Katragadda,\u00a0Siva\u00a0 Venna<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1674\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1674\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Workforce Development and Diversity<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1674\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1674\"><p class=\"font_8\"><strong>An Expansion of the User Support Services for the Research Computing Group at the University of Colorado Boulder<br \/><\/strong>Aaron\u00a0 Holt,\u00a0Andrew J. Monaghan,\u00a0Daniel\u00a0 Trahan, Joel\u00a0 Frahm,\u00a0Patrick\u00a0 Burns,\u00a0Shelley L. Knuth,\u00a0Thomas\u00a0 Hauser,\u00a0Timothy\u00a0 Dunn,\u00a0Zebula\u00a0 Sampedro<\/p><p class=\"font_8\"><strong>Campus Champions: Building and sustaining a thriving community of practice around research computing and data<br \/><\/strong>Aaron\u00a0 Culich,\u00a0Dana\u00a0 Brunson,\u00a0Douglas Jennewein, Henry\u00a0 Neeman,\u00a0\u00a0Jack\u00a0 Smith,\u00a0Julie\u00a0 Wernert,\u00a0Lizanne\u00a0 DeStefano,\u00a0Lorna Rivera, Marisa\u00a0 Brazil,\u00a0Tiffany\u00a0 Jolley,\u00a0Timothy\u00a0 Middelkoop<\/p><p class=\"font_8\"><strong>Cultivating the Cyberinfrastructure Workforce via an Intermediate\/Advanced Virtual Residency Workshop<br \/><\/strong>Christopher S. Simmons,\u00a0Dana\u00a0 Brunson,\u00a0Daniel\u00a0 Voss,\u00a0Dirk\u00a0 Colbry,\u00a0Henry\u00a0 Neeman,\u00a0Hussein M. Al-Azzawi,\u00a0James W. Ferguson,\u00a0Jason Wells, Jason L. Simms,\u00a0Jeff T. Falgout, Joshua Gyllinsky, Mohammed Tanash, Sandra Gesing, Scott Yockel, William\u00a0 Burke<\/p><p class=\"font_8\"><strong>Cyber Infrastructure: Training and Mentoring &#8211; A way to engage students in their technology future<br \/><\/strong>D. Brian\u00a0 Ormand,\u00a0Diana V. Dugas<\/p><p class=\"font_8\"><strong>DeapSECURE: Empowering Students for Data- and Compute-Intensive Research in Cybersecurity through Training<br \/><\/strong>Hongyi\u00a0 Wu,\u00a0Karina\u00a0 Arcaute,\u00a0Masha\u00a0 Sosonkina,\u00a0Wirawan\u00a0 Purwanto<\/p><p class=\"font_8\"><strong>Holistic Summer Undergraduate Research Program in\u00a0High PerformanceComputing Research<br \/><\/strong>Jung-Han Kimn, Stephen P. Gent,\u00a0Tyler M. Miller<\/p><p class=\"font_8\"><strong>Integrating scientific programming in communities of practice for students in life science<br \/><\/strong>Alexa M. Salsbury,\u00a0Anne M. Brown,\u00a0Justin A. Lemkul<\/p><p class=\"font_8\"><strong>Mining Online Training Log Data<br \/><\/strong>Christopher R. Myers,\u00a0Jennifer\u00a0 Houchins,\u00a0Lorna\u00a0 Rivera,\u00a0Susan\u00a0 Mehringer<\/p><p class=\"font_8\"><strong>The Blue Waters Petascale Institute: Longitudinal Impact and Assessment-Driven Development of an Intensive, Hands-on Curriculum for Teaching Applications in HPC<br \/><\/strong>Aaron\u00a0 Weeden,\u00a0Cameron\u00a0 Foss,\u00a0Colleen Heinemann, Jennifer\u00a0 Houchins,\u00a0Mobeen Ludin, Skylar\u00a0 Thompson<\/p><p class=\"font_8\"><strong>The CyberAmbassador Training Program<br \/><\/strong>Astri\u00a0 Briliyanti,\u00a0Dirk J. Colbry, Julie\u00a0 Wilson Rojewski,\u00a0Kathleen\u00a0 Colbry,\u00a0TJ\u00a0 Nguyen<\/p><p class=\"font_8\"><strong>The Professionalization of Cyberinfrastructure Personnel?<br \/><\/strong>Dana\u00a0 Brunson,\u00a0Henry Neeman, James Bottum, James\u00a0 Howison,\u00a0Joel\u00a0 Cutcher-Gershenfeld, John\u00a0 Towns,\u00a0John L. King,\u00a0Nancy\u00a0 Wilkins-Diehr, Nicholas\u00a0 Berente,\u00a0Stanley\u00a0 Ahalt, Susan\u00a0 Winter<\/p><p class=\"font_8\"><strong>Undergraduate Data Science and Diversity at Purdue University<br \/><\/strong>Alex Younts, Elizabett Hillery, Eric Adams, Jenna\u00a0 Rickus,\u00a0Mark D. Ward,\u00a0Preston\u00a0 Smith<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>View the PEARC18 ACM Proceedings Advanced Research Computing Software and Applications A Science Gateway for Atomic and Molecular PhysicsArmin Scrinzi, Barry Schneider, Fernando Martin, Igor Bray, Jimena Garfinkiel, Jonathan Tennyson, Klaus Bartschat, Markus Klinker, Oleg Zatsarinny, Sudhakar Pamidighantam Advanced Research Computing Containers for AI WorkloadsKyle J. Smathers,\u00a0Mark E. DeYoung,\u00a0Marvin W. Newlin Automatic Modulefile Generation in &#8230;.&nbsp;&nbsp;<a class=\" special\" href=\"https:\/\/pearc.acm.org\/pearc19\/papers\/\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/pages\/44"}],"collection":[{"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/comments?post=44"}],"version-history":[{"count":5,"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/pages\/44\/revisions"}],"predecessor-version":[{"id":114,"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/pages\/44\/revisions\/114"}],"wp:attachment":[{"href":"https:\/\/pearc.acm.org\/pearc19\/wp-json\/wp\/v2\/media?parent=44"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}