{"id":50,"date":"2021-07-06T16:54:11","date_gmt":"2021-07-06T16:54:11","guid":{"rendered":"https:\/\/www.isi.edu\/cst\/?page_id=50"},"modified":"2026-01-02T21:07:11","modified_gmt":"2026-01-02T21:07:11","slug":"projects","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/cst\/research-areas\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n\n\t<label for=\"project-menu\">Project:<\/label><select id=\"project-menu\" onchange=\"jumpToProject()\">\n        <option value=\"\">Select a project&#8230;<\/option>\n        <option value=\"cooperative-multicast-and-broadcast-at-the-tactical-edge\">Cooperative Multicast and Broadcast at the Tactical Edge<\/option>\n        <option value=\"spacecubex\">SpaceCubeX<\/option>\n        <option value=\"independent-functional-testing-of-commercial-fpga-devices\">Independent Functional Testing of Commercial FPGA Devices<\/option>\n        <option value=\"hardened-adversarial-challenge-havoc\">Hardened Adversarial Challenge (HAVoC)<\/option>\n        <option value=\"tracer-tasklet-reconfigurable-agile-spectrum-processor\">TRACER: Tasklet Reconfigurable Agile Spectrum Processor<\/option>\n        <option value=\"trebuchet-a-high-powered-processor-for-cutting-edge-encryption\">TREBUCHET: A High-Powered Processor for Cutting-Edge Encryption<\/option>\n        <option value=\"embark-evaluation-of-mapping-nlp-based-algorithms-into-reconfigurable-computing-kernels\">Embark: Evaluation of Mapping NLP based Algorithms into Reconfigurable Computing Kernels<\/option>\n        <option value=\"pegasus-workflow-management-system\">Pegasus Workflow Management System<\/option>\n        <option value=\"repository-and-workflows-for-accelerating-circuit-realization\">Repository and Workflows for Accelerating Circuit Realization<\/option>\n        <option value=\"panorama-360-performance-data-capture-and-analysis-for-end-to-end-scientific-workflows\">Panorama 360: Performance Data Capture and Analysis for End-to-end Scientific Workflows<\/option>\n        <option value=\"in-situ-data-analytics-for-next-generation-molecular-dynamics-workflows\">In Situ Data Analytics for Next Generation Molecular Dynamics Workflows<\/option>\n        <option value=\"model-integration-through-knowledge-rich-data-and-process-composition-mint\">Model Integration through Knowledge-Rich Data and Process Composition (MINT)<\/option>\n        <option value=\"population-architecture-using-genomics-and-epidemiology-page\">Population Architecture using Genomics and Epidemiology (PAGE)<\/option>\n        <option value=\"center-for-collaborative-genetic-studies-on-mental-disorders-csgsmd\">Center for Collaborative Genetic Studies on Mental Disorders (CSGSMD)<\/option>\n        <option value=\"simcenter-center-for-computational-modeling-and-simulation\">SimCenter: Center for Computational Modeling and Simulation<\/option>\n        <option value=\"xsede-integrating-enabling-and-enhancing-national-cyberinfrastructure-with-expanding-community-involvement\">XSEDE: Integrating, Enabling and Enhancing National Cyberinfrastructure with Expanding Community Involvement<\/option>\n        <option value=\"open-science-grid\">Open Science Grid<\/option>\n        <option value=\"wrench-workflow-management-system-simulation-workbench\">WRENCH: Workflow Management System Simulation Workbench<\/option>\n        <option value=\"mirage-a-security-metrics-driven-obfuscation-design-environment\">Mirage: A Security Metrics Driven Obfuscation Design Environment<\/option>\n    <\/select>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/cmbte-isi.jpg\" alt=\"Graph inside Cloud\"\/><\/section>\n    <section><h2>Cooperative Multicast and Broadcast at the Tactical Edge<\/h2>\nCOMBAT enables link\u2011layer cooperation for wireless multicast by using opportunistic relay nodes to forward packets at high MCS rates, turning two high\u2011rate hops into much higher effective throughput compared with single\u2011hop base\u2011rate multicast.<br \/>\n<a href=\"https:\/\/www.isi.edu\/research-groups-rcg\/projects\/historical-projects\/combat\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/spacecubex.jpg\" alt=\"Astronaut outside ISS Wearing Spacesuit\"\/><\/section>\n    <section><h2>SpaceCubeX<\/h2><p>SpaceCubeX extends a prior automated trade\u2011space framework to add GPU support, model distributed sensors and high\u2011bandwidth links, develop prototype hardware, and demonstrate technologies required for multi\u2011satellite NASA Earth Science missions that demand 10-110\u00d7 more onboard compute and complex on\u2011board communication, control, and intelligent sensor processing.<\/p><\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/fpga-isi.jpg\" alt=\"Microchip Board\"\/><\/section>\n    <section><h2>Independent Functional Testing of Commercial FPGA Devices<\/h2>\n<p>Independent functional testing of commercial FPGAs is an important first step in establishing a trusted supply-chain, determining the usability of devices stored in inventory, and monitoring the health status of fielded systems.<\/p>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/havoc-isi.jpg\" alt=\"Phone with Skull on Screen on top of Laptop Keyboard\"\/><\/section>\n    <section><h2>Hardened Adversarial Challenge (HAVoC)<\/h2>\nThe HAVoC project advances VET goals by producing large, real\u2011world benchmarks and full\u2011scale implementations that let independent third parties evaluate vetting methods-separating defense development from performance assessment to avoid bias and enable scalable testing.<br \/>\n<a href=\"https:\/\/www.isi.edu\/research-groups-rcg\/projects\/historical-projects\/havoc\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2025\/10\/tracer-chart.png\" alt=\"TRACER chart\"\/><\/section>\n    <section><h2>Tasklet Reconfigurable Agile Spectrum Processor (TRACER)<\/h2>\nSharing the RF spectrum is hampered by receiver hardware that cannot simultaneously deliver the performance and agility now required-advances in waveform agility, wideband programmable front ends, and AI\u2011driven detection\/classification demand far more complex, real\u2011time processing, so a revolutionary, autonomous RF signal\u2011processing approach is needed.<br \/>\n<a href=\"\/projects-tracer\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2025\/11\/Trebuchet-1200.jpg\" alt=\"Padlock on top of a microchip\"\/><\/section>\n    <section><h2>TREBUCHET: A High-Powered Processor for Cutting-Edge Encryption<\/h2>\nFully Homomorphic Encryption (FHE) enables computation on encrypted data-enhancing security by avoiding decryption-but is roughly 100,000\u00d7 more computationally intensive than unencrypted processing, so the TREBUCHET custom co\u2011processor seeks to accelerate FHE workloads and reduce the performance gap to about tenfold.<br \/>\n<a href=\"\/projects-trebuchet\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/pegasus_isi.jpg\" alt=\"Pegasus Logo\"\/><\/section>\n    <section><h2>Pegasus Workflow Management System<\/h2>\n<p>The Pegasus project provides technologies that let workflow\u2011based applications run across desktops, campus clusters, distributed grids (PATh, OSG), supercomputing CI (ACCESS), and clouds by automatically mapping high\u2011level workflow descriptions onto available resources. It locates required input data and compute resources, shielding scientists from low\u2011level middleware details (HTCondor, SLURM, EC2) while coordinating multiple distributed infrastructures.<\/p>\n<p><a href=\"https:\/\/pegasus.isi.edu\/\">Visit Website<\/a><\/p>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/embark-isi.jpg\" alt=\"Natural Language Processing Word Cloud\"\/><\/section>\n    <section><h2>Embark: Evaluation of Mapping NLP based Alogrithms into Reconfigurable Computing Kernels<\/h2>\nWith advancements in high-speed interfaces, integrated DSP hard IP, and on-chip memory densities, FPGAs can leverage pipe-lining and parallelism to compensate for limitations like slower clock rates.<br \/>\n<a href=\"https:\/\/www.isi.edu\/research-groups-rcg\/projects\/historical-projects\/embark\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/panorama-isi.jpg\" alt=\"Panorama 360 Logo\"\/><\/section>\n    <section><h2>Panorama 360: Performance Data Capture and Analysis for End-to-end Scientific Workflows<\/h2>\n<p>Panorama 360 provides a resource for the collection, analysis, and sharing of performance data about end-to-end scientific workflows executing on DOE facilities.<\/p>\n<p><a href=\"https:\/\/panorama360.github.io\/\">Visit Website<\/a><\/p>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/race-isi.jpg\" alt=\"RACE Logo\"\/><\/section>\n    <section><h2>Repository and Workflows for Accelerating Circuit Realization<\/h2>\n<p>Repository and Workflows for Accelerating Circuit Realization (RACE) is part of the DARPA CRAFT program, which seeks to develop new fast-track circuit-design methods, multiple sources for integrated circuit fabrication, and a technology repository delivered by RACE team, that will facilitate reuse of proven solutions.<\/p>\n<p><a href=\"https:\/\/race-project.github.io\/\">Visit Website<\/a><\/p>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/page-isi.jpg\" alt=\"PAGE Logo\"\/><\/section>\n    <section><h2>Population Architecture using Genomics and Epidemiology (PAGE)<\/h2>\nThe PAGE Study was designed to characterize the genetic architecture of complex traits among underrepresented minority populations through large-scale genetics and epidemiological research.<br \/>\n<a href=\"https:\/\/analytics4md.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/mint-isi.jpg\" alt=\"MINT Logo\"\/><\/section>\n    <section><h2>Model Integration through Knowledge-Rich Data and Process Composition (MINT)<\/h2>\nAddressing major societal and environmental challenges requires integrated forecasting of natural and human systems, but combining models across disciplines today demands resolving semantic, spatio\u2011temporal, and execution mismatches-often done manually and taking over two years of human effort.<br \/>\n<a href=\"http:\/\/mint-project.info\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/simcenter-isi.jpg\" alt=\"SimCenter Logo\"\/><\/section>\n    <section><h2>SimCenter: Center for Computational Modeling and Simulation<\/h2>\nThe SimCenter provides cutting-edge software to execute high-performance computational workflows, user support, and educational materials with the goal of advancing the nation&#8217;s capability to simulate the impact of natural hazards on structures, lifelines, and communities.<br \/>\n<a href=\"https:\/\/simcenter.designsafe-ci.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/csgsmd-isi.jpg\" alt=\"CSGSMD Logo\"\/><\/section>\n    <section><h2>Center for Collaborative Genetic Studies on Mental Disorders (CSGSMD)<\/h2>\nThe Center produces, stores, and distributes clinical data and biomaterials (DNA samples and cell lines) available in the NIMH Human Genetics Initiative. In addition, the Center creates tools that enables researchers to determine which samples or data might be of use to them, so that they may request access from NIMH.<br \/>\n<a href=\"https:\/\/www.nimhgenetics.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/osg-isi.jpg\" alt=\"Open Science Grid Logo\"\/><\/section>\n    <section><h2>Open Science Grid<\/h2>\nOSG is a consortium dedicated to the advancement of open science via the practice of distributed High Throughput Computing, and the advancement of its state of the art.<br \/>\n<a href=\"https:\/\/opensciencegrid.org\/\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/xsede.jpg\" alt=\"XSEDE Logo\"\/><\/section>\n    <section><h2>XSEDE: Integrating, Enabling and Enhancing National Cyberinfrastructure with Expanding Community Involvement<\/h2>\nSubstantially enhance the productivity of a growing community of scholars, researchers, and engineers through access to advanced digital services that support open research; and coordinate and add significant value to the leading cyberinfrastructure resources funded by the NSF and other agencies.<br \/>\n<a href=\"https:\/\/www.xsede.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/wrench-isi.jpg\" alt=\"WRENCH Logo\"\/><\/section>\n    <section><h2>WRENCH: Workflow Management System Simulation Workbench<\/h2>\nWRENCH is a simulation workbench built on SimGrid for validated models and fast execution. Design, validate, and stress-test cyberinfrastructure at scale, then publish reproducible results with confidence.<br \/>\n<a href=\"https:\/\/wrench-project.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/md-isi.jpg\" alt=\"In Situ Data Analytics for Next Generation Molecular Dynamics Workflows Logo\"\/><\/section>\n    <section><h2>In Situ Data Analytics for Next Generation Molecular Dynamics Workflows<\/h2>\nThis project tackles the data challenge of data analysis of molecular dynamics simulations on the next-generation supercomputers.<br \/>\n<a href=\"https:\/\/analytics4md.org\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n<article>\n    <section><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.isi.edu\/cst\/wp-content\/uploads\/sites\/9\/2021\/07\/mirage-isi.jpg\" alt=\"Raspberry Pi Board with Lock\"\/><\/section>\n    <section><h2>Mirage: A Security Metrics Driven Obfuscation Design Environment<\/h2>\nMirage provides a security\u2011driven design\u2011space exploration framework that evaluates and applies circuit\u2011level obfuscation techniques using quantitative security and overhead metrics, integrating with standard ASIC EDA tools to select, verify, and optimize realistic obfuscation strategies across large search spaces.<br \/>\n<a href=\"https:\/\/www.isi.edu\/research-groups-rcg\/projects\/current-projects\/mirage\/\">Visit Website<\/a>\n<\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Project:Select a project&#8230;Cooperative Multicast and Broadcast at the Tactical EdgeSpaceCubeXIndependent Functional Testing of Commercial FPGA DevicesHardened Adversarial Challenge (HAVoC)TRACER: Tasklet Reconfigurable Agile Spectrum ProcessorTREBUCHET: A High-Powered Processor for Cutting-Edge EncryptionEmbark: Evaluation of Mapping NLP based Algorithms into Reconfigurable Computing KernelsPegasus Workflow Management SystemRepository and Workflows for Accelerating Circuit RealizationPanorama 360: Performance Data Capture and Analysis&hellip;<\/p>\n","protected":false},"author":421,"featured_media":0,"parent":27,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-50","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Projects - Computational Systems &amp; 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