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Introduction to Visual Analysis of Massive Date for Decision Support and Operational Management Minitrack

David Ebert, Brian Fisher, John Goodall, Paul Kantor
2012 2012 45th Hawaii International Conference on System Sciences  
Accepted papers are: • A Focus + Context Technique for Visualizing a Document Collection. • A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-mining  ...  This minitrack explores synergies between computational modeling and interactive visualization approaches to understanding and managing complex systems.  ...  Support Engineering Design with Interactive Visualization and Data-mining. • Applied Visual Analytics for Exploring the National Health and Nutrition Examination Survey. • The Whole Story: Building the  ... 
doi:10.1109/hicss.2012.674 fatcat:qkcbzvvfd5d6dgn6s4bvwrs4pa

Overview of the I-Way: Wide-Area Visual Supercomputing

Thomas A. DeFanti, Ian Foster, Michael E. Papka, Rick Stevens, Tim Kuhfuss
1996 The International Journal of Supercomputer Applications and High Performance Computing  
By connecting a dozen ATM testbeds, seventeen supercomputer centers, ve virtual reality research sites, and over sixty applications groups, the I-WAY project has created an extremely diverse wide area  ...  environment for exploring advanced applications.  ...  Department of Energy, and the National Science Foundation, grant CDA-9303433, with major support from the Advanced Research Projects Agency.  ... 
doi:10.1177/109434209601000201 fatcat:svwpns2sk5gqhadknnuxoqkv6e

Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis [article]

Albert Reuther, Jeremy Kepner, Chansup Byun, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Anna Klein (+6 others)
2018 arXiv   pre-print
These computations are a staple of the MIT Lincoln Laboratory Supercomputing Center (LLSC) and has required the LLSC to develop unique interactive supercomputing capabilities.  ...  These capabilities allow researchers to rapidly explore novel machine learning architecture and data analysis algorithms.  ...  Most supercomputing centers use batch queuing with reservations, which allow users to reserve a set of resources sometime in the future for a window of interactive computing.  ... 
arXiv:1807.07814v1 fatcat:r6jko7bxcrdwzja3wpru4kf334

Interactive Supercomputing With Jupyter

Rollin Thomas, Shreyas Cholia, Kathryn Mohror, John M. Shalf
2021 Computing in science & engineering (Print)  
Rich user interfaces like Jupyter have the potential to make interacting with a supercomputer easier and more productive, consequently attracting new kinds of users and helping to expand the application  ...  This has enabled a rich scientific discovery platform, particularly for experimental facility data analysis and machine learning problems.  ...  This helped make Cori a much more data-science friendly supercomputer.  ... 
doi:10.1109/mcse.2021.3059037 fatcat:txtv4sjbwvhkpktrjma7j6cy6e

Simulation-Visualization Complexes as Generic Exploration Environment [chapter]

Elena V. Zudilova
2001 Lecture Notes in Computer Science  
This goal can be achieved if the interface of the exploration complex will be designed and developed in accordance with such usability criterions as consistency, informative feedback and design simplicity  ...  Simulation-visualization complexes combine tools for numerical simulation and data visual representation.  ...  The problems concerned with data visual presentation are very urgent today because of the fast increasing of data volumes processed by different computer systems including supercomputers.  ... 
doi:10.1007/3-540-45718-6_95 fatcat:667bhf7d2fcy5nyxz4lqftyfhy

Visual Supercomputing: Technologies, Applications and Challenges

Ken Brodlie, John Brooke, Min Chen, David Chisnall, Ade Fewings, Chris Hughes, Nigel W. John, Mark W. Jones, Mark Riding, Nicolas Roard
2005 Computer graphics forum (Print)  
We consider a broad range of scientific and technological advances in computer graphics and visualization, which are relevant to visual supercomputing.  ...  In this survey paper, we make use of the term 'visual supercomputing' to encapsulate a subject domain concerning the infrastructural technology for visualization.  ...  At this stage, transmission and interaction with small 3D models may be desirable and possible. r Remote visualization: The users interact freely with the simulation, using the visualization to explore  ... 
doi:10.1111/j.1467-8659.2005.00845.x fatcat:jnptzeshong2pbeikdhzogxp5q


Eric Shook, Davide Del Vento, Andrea Zonca, Jun Wang
2018 Proceedings of the Practice and Experience on Advanced Research Computing - PEARC '18  
Supercomputing Center.  ...  Science gateways provide easy access to domain-specific tools and data.  ...  The authors would like to thank Mark Krenz and the Science Gateway Community Institute for his continued assistance in a cybersecurity audit as part of a Science Gateway Community Institute Incubator project  ... 
doi:10.1145/3219104.3219150 dblp:conf/xsede/ShookVZW18 fatcat:hl7pwvg5yzaszf6fcpvgjomz64

Simulation Science at the National Institute for Fusion Science

Ritoku HORIUCHI, NSRP members
2011 Plasma and Fusion Research  
One of the typical examples of simulation research environments established at NIFS is a Grand Man-Machine Interactive System for Simulation (MISSION), which consists of a super-computer, Mass Data Processing  ...  Large-scale numerical simulation is a powerful tool to explore physics in complex fusion plasmas.  ... 
doi:10.1585/pfr.6.2101055 fatcat:d4xghpbmvrhc5cuso3plh3pzpa

Demo: Extending Jupyter to Support Interactive High Performance Computing

Shreyas Cholia, Matthew Henderson, Oliver Evans
2017 Figshare  
This demonstration will showcase ourwork in integrating the Jupyter platform with HPCresources, including extensions and modificationsthat enable "human in the loop" interactivesupercomupting.  ...  We discuss the implications of this type of human-in-the loop supercomputing on productivity and exploration in a scientific context.  ...  For communicating with backend processes, we will provide a framework that can link to code and handle runtime data fetches.  ... 
doi:10.6084/m9.figshare.5501137.v1 fatcat:zwgrmdotcvfafpylmzimjorbc4

Commentary on high-performance computing and psychological models: Theory-building and model-fitting processes

Stephen W. Link
1997 Behavoir research methods, instruments & computers  
What is needed is the capability to interact with the program that fits the model to the data.  ...  Even with supercomputing speed, computing time limitations and a finite life-span limit the theorist seeking a "best fit."  ...  What is needed is the capability to interact with the program that fits the model to the data.  ... 
doi:10.3758/bf03200562 fatcat:kavphvauxjg7xltmrqmuhsjdzm

Visual Supercomputing - Technologies, Applications and Challenges [article]

K. Brodlie, J. Brooke, M. Chen, D. Chisnall, A. Fewings, C. Hughes, N. W. John, M. W. Jones, M. Riding, N. Roard
2004 Eurographics State of the Art Reports  
We consider a broad range of scientific and technological advances in computer graphics and visualization, which are relevant to visual supercomputing.  ...  In this report, we make use of the term 'visual supercomputing' to encapsulate a subject domain concerning the infrastructural technology for visualization.  ...  We are thankful to John Sharp, University of Wales Swansea, for his valuable advice on data flow computing.  ... 
doi:10.2312/egst.20041025 fatcat:dk436uf4yrgnhmllpef4ryf3ye

Polypharmacology and supercomputer-based docking: opportunities and challenges

Sally R. Ellingson, Jeremy C. Smith, Jerome Baudry
2014 Molecular Simulation  
Polypharmacology, the ability of drugs to interact with multiple targets, is a fundamental concept of interest to the pharmaceutical industry in its efforts to solve the current issues of the rise in the  ...  Present day computational power, when combined with applications such as supercomputer-based virtual high-throughput screening (docking) will enable these advances on a massive chemogenomic level, potentially  ...  VinaMPI(low ratio) represents VinaMPI on 85 k supercomputer cores with a low task-to-worker ratio and VinaMPI (high ratio) represents VinaMPI on 180 k supercomputer cores with a high task-to-worker ratio  ... 
doi:10.1080/08927022.2014.899699 fatcat:p4qlkalpoffbtj6uw67fgjwte4

Perception, cognition, and visualization

R Arnheim
1991 Journal of Biocommunication  
In visualization, pictures combine aspects of naturalistic representation with more formal shapes to enhance cognitive understanding.  ...  I worked with Onstad and a computer expert, Ray Idaszak from NCSA, to generate compu- ter images employing color and form to show statis- tical data from the supercomputer.  ...  The study of turbulence in the “real world” can be verified and studied with the numerical probing that is set up on a supercomputer.  ... 
pmid:1874708 fatcat:bat377b7nbgprfjucwflgyttf4

La VALSE: Scalable Log Visualization for Fault Characterization in Supercomputers [article]

Hanqi Guo, Sheng Di, Rinku Gupta, Tom Peterka, Franck Cappello
2018 Eurographics Symposium on Parallel Graphics and Visualization  
We present several case studies on Mira, a top supercomputer at Argonne National Laboratory.  ...  To achieve interactivity, we develop an efficient and scalable online data cube engine that can query 55 million RAS logs in less than one second.  ...  In this paper, we present a scalable visualization framework-La VALSE-to help users explore and understand log data of supercomputers.  ... 
doi:10.2312/pgv.20181099 dblp:conf/egpgv/GuoDGPC18 fatcat:macl2kitmvbrhlqqhpejaigs7a

Cosmic Worm in the CAVE: Steering a High-Performance Computing Application from a Virtual Environment

Trina M. Roy, Carolina Cruz-Neira, Thomas A. DeFanti
1995 Presence - Teleoperators and Virtual Environments  
remote supercomputers.  ...  In most cases, the virtual reality environment acts on precomputed data; however, the use of virtual reality environments for the dynamic steering of distributed scientific simulations is a growing area  ...  Our goal is to be able to create a methodology to communicate between the CAVE and remote machines that is independent of the hardware used.  ... 
doi:10.1162/pres.1995.4.2.121 fatcat:6zklc2r4cvbrzoa2rovpctzqve
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