Scientific Computing Activities in KAUST
|
|
- Linette Watkins
- 5 years ago
- Views:
Transcription
1 HPC Saudi 2018 March 13, 2018 Scientific Computing Activities in KAUST Jysoo Lee Facilities Director, Research Computing Core Labs King Abdullah University of Science and Technology
2 Supercomputing Services Computing Cycle Community Building Service Consulting Education & Training Expertise Infrastructure
3 Infrastructure 3
4 Top500 List June 2015 #20 as of Mar
5 Storage Compute Shaheen II Supercomputer Node Processor type: Intel Haswell 6174 nodes 197,568 cores 2 CPU sockets per 16 processor cores per CPU 128 GB of memory per node Over 790 TB total memory Power Up to 3.5MW Water cooled Weight/Size Speed Network Storage Burst Buffer Archive More than 100 metrics tons 7.2 Peta FLOPS peak performance Cray Aries interconnect with Dragonfly topology Sonexion 2000 Lustre appliance DataWarp Tiered Adaptive Storage (TAS) 36 XC40 Compute cabinets, disk, blowers, management nodes 5.53 Peta FLOPS sustained LINPACK and ranked 15 th in the latest Top500 list 57% of the maximum global bandwidth between the 18 groups of two cabinets 17.6 Peta Bytes of usable storage Over 500 GB/s bandwidth Intel Solid Sate Devices (SDD) fast data cache Over 1.5 TB/s bandwidth Hierarchical storage with 200 TB disk cache and 20 PB of tape storage, using a spectra logic tape library (Upgradable to 100 PB)
6 Ibex Cluster Total of 800+ Nodes Intel Nodes (305) Broadwell (2), Haswell (18), Ivy Bridge (178), Sandy Bridge (100), Westmere (7) AMD Nodes (492) Opteron 6300 (467), Opteron 6200 (25) GPU Nodes (28) P100 (6), K40m (12), P6000 (4), K6000 (6) Storage: 3.9 PB Addition of Skylake, Volta, Large Memory Nodes and Storage is in Progress
7 Discoveries Enabled 7
8 Modeling and Forecasting the Red Sea with Data Assimilation PI: Ibrahim Hoteit A fully parallel ensemble-based ocean data assimilation and forecasting system has been implemented for the Red Sea We have investigated the best ensemble approach for forecasting and reconstructing the history of the Red Sea circulations A one-year ensemble assimilation experiment with 250 members cost about 250K core-hours on KAUST Shaheen supercomputer. We have conducted dozens of these. Toye et al. Ensemble Data Assimilation in the Red Sea: Sensitivity to Ensemble Selection and Atmospheric Forcing. Ocean Dynamics, 2016
9 Direct Numerical Simulation on Dynamics of Bluff-Body Stabilized Flames PI: Hong G. Im, PSE/CCRC Direct numerical simulations of the dynamics of bluff-body-stabilized flames High fidelity simulations with full temporal and spatial resolution and description of detailed hydrogen and syngas chemistry provide fundamental insights into the mechanism of flame blow-off, which is a critical practical issue in gas turbine combustors. The simulations consumed about 6 million CPU-hours on KAUST s Shaheen supercomputer utilizing 3,200 cores
10 H10 L10 D0.5: H = 10 mm, L = 10 mm, and D (bluff-body) = 0.5 mm Hydrogen/Air, U = 85 m/s 800 cores A typical run requires 0.04 million CPU-hours until time = 20 ms Total number of simulations will take 1.0 million CPU-hours until blowoff Movie
11 Computing Cycle 11
12 Computing Operations: Resource CS Team Allocation Project Type Development Project : System familiarization, code porting, assessment of performance. Up to 2M of Core hours Production Project: Production run after applications have been ported and optimized Project Review Project proposals reviewed monthly by RCAC (Resource Computing Allocation Committee) Three-step process Computational Readiness Review: Performed by KSL. Justification for core hour, portability, scalability, impact on execution Scientific Readiness Review: Performed by scientific peers in the discipline of the proposed project RCAC final review and recommendation
13 Shaheen Services: Users Users and Projects and Projects Has Supported since July Projects Distinct PIs Users Institution Project number Percentage KAUST % Saudi Industry % Saudi Academia & Agency % Other in the world %
14 Shaheen Services: Users Users and Projects and Projects Has Provided Billion CPU Hours Institution Core Hours KAUST 2,271,002,588 Saudi Industry 125,383,699 Others 31,412,781
15 Services: Users and Projects Core Hours Provided (Discipline) Field of Science CPU hours % overall CFD/CSM 766,887, % ErSE-GS 479,933, % Material Science 442,328, % ErSE-AS 277,852, % AMCS 255,868, % Bioscience 141,445, % Physics 52,611, % Others 10,870, % More than 2.4 Billion Core hours in the last 32 months.
16 Consulting 16
17 Consulting Operations: CS Team Basic Support > 4000 RT-tickets resolved for Shaheen2 108 tools and libraries with 230 different installations Help for the installation of in-house codes Advanced Support / Method Development Code profiling, debugging, optimization Parallelization, porting to accelerator and burst buffer Workflow optimization Support for domain science Collaboration
18 Advanced Support: Aramco Reservoir Simulation TeraPOWERS new trillion node reservoir simulation to model oil migration problems in the Kingdom in a fraction of the time of previous run Shaheen II serves as the ONLY platform in the Kingdom for TeraPOWERS for developing capability and performing large scale production runs We simulated an oil migration problem in the Kingdom from the source rock to the trap with millions of years of history in 10 hours using 1 trillion active computational cells, Ali Dogru We could not have achieved this incredible milestone without the expertise and resources from KAUST, which provided superb support, Larry Fung The EXPEC Advanced Research Center (EXPEC ARC) TeraPOWERS Technology Team, under the leadership of Saudi Aramco fellow Ali Dogru, achieved a major breakthrough with the industry s first trillion cell reservoir simulation run on October 28, 2016 Aramco news, DHAHRAN, November 23,
19 Advanced Support: Aramco Gravity Separator Largest Scale Simulation of Engineering Code (~200,000 Cores) Critical to oil and gas production facilities. Help to reduce design development time and better predict equipment performance under varying operational conditions Reduce simulation time from several weeks to an overnight run
20 Method Development: Decimate - Tool for Managing Large Number of Jobs Context: PI: Pr. Ibrahim Hoteit Application: Ocean modeling and data assimilation Augmentation of SLURM functionality Complex workflow (> 10 K jobs, 20 M core-hours) Achievement: execution framework partially rewritten Hardware and numerically fault tolerant Highly configurable: user-defined function to validate steps and to modify them in case of rerun Easy to use: allowing the implementation of innovative coupling strategies even by non HPC-aware users Maintainable: modular, portable, written in Python Reusable: KSL-supported tool that can improve the management of other complex workflows on Shaheen2
21 Education and Training 21
22 Training Program: List User Training: Mainly through the monthly KSL Workshop Series. In this event the KSL Computational Scientists guide users through their presentations and live demos aiming to guarantee best usage of the KSL resources Broadcast Training: KSL often hosts some of the XSEDE regular series of remote workshops on High Performance Computing topics. These hands-on workshops provide convenient way for researchers to learn about the latest techniques and technologies of current interest in HPC Vendor Training: Main events were the ones offered by Cray about the hardware and software of XC40 in order to support user migration towards the new machine. There also was NVIDIA workshop followed by hack-a-thon On-demand Training: On demand training. Recent requests came from Aramco, and two faculty members who needed to advance their group s HPC skills
23 Training Program: Statistics Categories Events # Trainees # User Training Broadcast Training 8 55 Vendor Training On-demand Training 4 25 Total List of Topics 1) MPI programming or Parallel programming 2) Vectorization techniques, modeling and measuring cache utilization, performance optimization for GPU, advanced MPI programming 3) Parallel / GPU computing with MATLAB 4) Parallel computing with Fortran on Shaheen 5) I/O, Debugging Tools, Profiling Tools 6) Performance optimization: Allinea and Barcelona Supercomputing performance tools 7) Burst Buffer 8) Advanced Parallel programming, analysis and optimization, computer architectures and memory allocation/distribution (specifically Cray/Shaheen II). 9) Code debugging on Shaheen II 10) Optimizations 11) API for Shaheen 2 filesystem that enable applications to be smarter when reading files 12) Profiling MPI code 13) Deep MPI/OpenMP topics specific to the Cray system 14) Practice how to start different applications : 1) linear algebra 2) metis, graphs 3) CFD application etc. 15) Compilation Options, differences between compiles
24 Training Program: Examples KAUST-NVIDIA annual workshop on Accelerating Scientific Applications Using GPUs 2013: 30 out-of-kaust participants 2015: 35 out-of-kaust participants 2016: 27 out-of-kaust participants KAUST-Intel workshop on Accelerating Scientific Applications on Intel CPUs 2013: 20 out-of-kaust participants 2015: 41 out-of-kaust participants Cray Workshop: Shaheen II training 2015: 2 out-of-kaust participants Allinea workshop 2015:19 out-of-kaust participants On-demand training for ARAMCO at KAUST 2016: Full day customized training for ARAMCO PI
25 GPU Conference and Hackathon
26 SAUDI 2017 More than 220 attendees 50% were from KAUST 33% from KSA universities and Agencies 12% from KSA Industries 5% out of Kingdom 8 different tutorials Introduction to HPC, presented by KSL and KVL Advanced performance tuning and optimization offered by Cray, Intel, Allinea Containers by Saudi Aramco Deep learning by Nvidia Best practices of HPC procurement by RedOak SLURM workload manager by SchedMD
27 Building Community 27
28 Helping Saudi Government KAUST collaborates with General Authority for Meteorology and Environmental Protection (GAMEP) To port GAMEP operational workflow to Shaheen II Employees from GAMEP were trained to use Shaheen II and execute the weather models on supercomputer The final outcome is the higher resolution operational weather forecast on Shaheen II KAUST collaborates with King Abdullah City of Atomic and Renewable Energy (KACARE) and Masdar Institute of Science and Technology (MASDAR) KAUST collaborates with KACARE and MASDAR with the objective to use Shaheen II for renewable energy research Personnel have been trained to use Shaheen II The scientists were supported by installing all the necessary software and validating the correctness of results 28
29 KSL-ANSYS Support for In-Kingdom Academic & Industrial Users Research Collaboration ANSYS & KSL scientists are working with potential users in transitioning their work from PC/small cluster to Shaheen 4-5 Projects are identified that can benefit from using ANSYS on Shaheen. The principal investigators of the projects are from Expec-Arc (Saudi Aramco), KFUPM, KSU and KAU. Training and Education Workshop series Certification program (in preparation) ANSYS Associate License Paving the way for industrial use of ANSYS on Shaheen 29
30 Thank You!
NRC Workshop on NASA s Modeling, Simulation, and Information Systems and Processing Technology
NRC Workshop on NASA s Modeling, Simulation, and Information Systems and Processing Technology Bronson Messer Director of Science National Center for Computational Sciences & Senior R&D Staff Oak Ridge
More informationImpact from Industrial use of HPC HPC User Forum #59 Munich, Germany October 2015
Impact from Industrial use of HPC HPC User Forum #59 Munich, Germany October 2015 Merle Giles Director, Private Sector Program and Economic Impact HPC is a gauge of relative technological prowess of nations
More informationTHE EARTH SIMULATOR CHAPTER 2. Jack Dongarra
5 CHAPTER 2 THE EARTH SIMULATOR Jack Dongarra The Earth Simulator (ES) is a high-end general-purpose parallel computer focused on global environment change problems. The goal for sustained performance
More informationEnabling Scientific Breakthroughs at the Petascale
Enabling Scientific Breakthroughs at the Petascale Contents Breakthroughs in Science...................................... 2 Breakthroughs in Storage...................................... 3 The Impact
More informationChallenges in Transition
Challenges in Transition Keynote talk at International Workshop on Software Engineering Methods for Parallel and High Performance Applications (SEM4HPC 2016) 1 Kazuaki Ishizaki IBM Research Tokyo kiszk@acm.org
More informationProgramming and Optimization with Intel Xeon Phi Coprocessors. Colfax Developer Training One-day Labs CDT 102
Programming and Optimization with Intel Xeon Phi Coprocessors Colfax Developer Training One-day Labs CDT 102 Abstract: Colfax Developer Training (CDT) is an in-depth intensive course on efficient parallel
More informationCanada s Most Powerful Research Supercomputer Niagara Fuels Canadian Innovation and Discovery
Canada s Most Powerful Research Supercomputer Niagara Fuels Canadian Innovation and Discovery For immediate release Toronto, ON (March 5, 2018) Canada s most powerful research supercomputer, Niagara, is
More informationDecember 10, Why HPC? Daniel Lucio.
December 10, 2015 Why HPC? Daniel Lucio dlucio@utk.edu A revolution in astronomy Galileo Galilei - 1609 2 What is HPC? "High-Performance Computing," or HPC, is the application of "supercomputers" to computational
More informationGPU ACCELERATED DEEP LEARNING WITH CUDNN
GPU ACCELERATED DEEP LEARNING WITH CUDNN Larry Brown Ph.D. March 2015 AGENDA 1 Introducing cudnn and GPUs 2 Deep Learning Context 3 cudnn V2 4 Using cudnn 2 Introducing cudnn and GPUs 3 HOW GPU ACCELERATION
More informationExascale Initiatives in Europe
Exascale Initiatives in Europe Ross Nobes Fujitsu Laboratories of Europe Computational Science at the Petascale and Beyond: Challenges and Opportunities Australian National University, 13 February 2012
More informationNUIT Support of Researchers
NUIT Support of Researchers RACC Meeting September 13, 2010 Bob Taylor Director, Academic and Research Technologies Research Support Focus FY2011 High Performance Computing (HPC) Capabilities Research
More informationThe Spanish Supercomputing Network (RES)
www.bsc.es The Spanish Supercomputing Network (RES) Sergi Girona Barcelona, September 12th 2013 RED ESPAÑOLA DE SUPERCOMPUTACIÓN RES: An alliance The RES is a Spanish distributed virtual infrastructure.
More informationNetApp Sizing Guidelines for MEDITECH Environments
Technical Report NetApp Sizing Guidelines for MEDITECH Environments Brahmanna Chowdary Kodavali, NetApp March 2016 TR-4190 TABLE OF CONTENTS 1 Introduction... 4 1.1 Scope...4 1.2 Audience...5 2 MEDITECH
More informationEstablishment of a Multiplexed Thredds Installation and a Ramadda Collaboration Environment for Community Access to Climate Change Data
Establishment of a Multiplexed Thredds Installation and a Ramadda Collaboration Environment for Community Access to Climate Change Data Prof. Giovanni Aloisio Professor of Information Processing Systems
More informationExperience with new architectures: moving from HELIOS to Marconi
Experience with new architectures: moving from HELIOS to Marconi Serhiy Mochalskyy, Roman Hatzky 3 rd Accelerated Computing For Fusion Workshop November 28 29 th, 2016, Saclay, France High Level Support
More informationComputing center for research and Technology - CCRT
Computing center for research and Technology - CCRT Christine Ménaché CEA/DIF/DSSI Christine.menache@cea.fr 07/03/2018 DAM / Île de France- DSSI 1 CEA: main areas of research, development and innovation
More informationThe Five R s for Developing Trusted Software Frameworks to increase confidence in, and maximise reuse of, Open Source Software
The Five R s for Developing Trusted Software Frameworks to increase confidence in, and maximise reuse of, Open Source Software Ryan Fraser 1, Lutz Gross 2, Lesley Wyborn 3, Ben Evans 3 and Jens Klump 1
More informationProgramming and Optimization with Intel Xeon Phi Coprocessors. Colfax Developer Training One-day Boot Camp
Programming and Optimization with Intel Xeon Phi Coprocessors Colfax Developer Training One-day Boot Camp Abstract: Colfax Developer Training (CDT) is an in-depth intensive course on efficient parallel
More informationParallel Computing 2020: Preparing for the Post-Moore Era. Marc Snir
Parallel Computing 2020: Preparing for the Post-Moore Era Marc Snir THE (CMOS) WORLD IS ENDING NEXT DECADE So says the International Technology Roadmap for Semiconductors (ITRS) 2 End of CMOS? IN THE LONG
More informationCP2K PERFORMANCE FROM CRAY XT3 TO XC30. Iain Bethune Fiona Reid Alfio Lazzaro
CP2K PERFORMANCE FROM CRAY XT3 TO XC30 Iain Bethune (ibethune@epcc.ed.ac.uk) Fiona Reid Alfio Lazzaro Outline CP2K Overview Features Parallel Algorithms Cray HPC Systems Trends Water Benchmarks 2005 2013
More informationwww.ixpug.org @IXPUG1 What is IXPUG? http://www.ixpug.org/ Now Intel extreme Performance Users Group Global community-driven organization (independently ran) Fosters technical collaboration around tuning
More informationSCAI SuperComputing Application & Innovation. Sanzio Bassini October 2017
SCAI SuperComputing Application & Innovation Sanzio Bassini October 2017 The Consortium Private non for Profit Organization Founded in 1969 by Ministry of Public Education now under the control of Ministry
More informationCenter for Hybrid Multicore Productivity Research (CHMPR)
A CISE-funded Center University of Maryland, Baltimore County, Milton Halem, Director, 410.455.3140, halem@umbc.edu University of California San Diego, Sheldon Brown, Site Director, 858.534.2423, sgbrown@ucsd.edu
More informationSourcing in Scientific Computing
Sourcing in Scientific Computing BAT Nr. 25 Fertigungstiefe Juni 28, 2013 Dr. Michele De Lorenzi, CSCS, Lugano Agenda Short portrait CSCS Swiss National Supercomputing Centre Why supercomputing? Special
More informationescience: Pulsar searching on GPUs
escience: Pulsar searching on GPUs Alessio Sclocco Ana Lucia Varbanescu Karel van der Veldt John Romein Joeri van Leeuwen Jason Hessels Rob van Nieuwpoort And many others! Netherlands escience center Science
More informationHigh-performance computing for soil moisture estimation
High-performance computing for soil moisture estimation S. Elefante 1, W. Wagner 1, C. Briese 2, S. Cao 1, V. Naeimi 1 1 Department of Geodesy and Geoinformation, Vienna University of Technology, Vienna,
More informationHardware Software Science Co-design in the Human Brain Project
Hardware Software Science Co-design in the Human Brain Project Wouter Klijn 29-11-2016 Pune, India 1 Content The Human Brain Project Hardware - HBP Pilot machines Software - A Neuron - NestMC: NEST Multi
More informationHiding Virtual Computing and Supercomputing inside a Notebook: GISandbox Science Gateway & Other User Experiences Eric Shook
Hiding Virtual Computing and Supercomputing inside a Notebook: GISandbox Science Gateway & Other User Experiences Eric Shook Domain Champion for GIS, XSEDE Department of Geography, Environment and Society
More informationNCN vision NCN vision 2002
NCN: Global Initiative About "Electronics from the Bottom-up Director Network for Computational Nanotechnology gekco@purdue.edu NCN vision 2002 accelerate the transformation of nanoscience to nanotechnology
More informationSmarter oil and gas exploration with IBM
IBM Sales and Distribution Oil and Gas Smarter oil and gas exploration with IBM 2 Smarter oil and gas exploration with IBM IBM can offer a combination of hardware, software, consulting and research services
More informationHIGH-LEVEL SUPPORT FOR SIMULATIONS IN ASTRO- AND ELEMENTARY PARTICLE PHYSICS
ˆ ˆŠ Œ ˆ ˆ Œ ƒ Ÿ 2015.. 46.. 5 HIGH-LEVEL SUPPORT FOR SIMULATIONS IN ASTRO- AND ELEMENTARY PARTICLE PHYSICS G. Poghosyan Steinbuch Centre for Computing, Karlsruhe Institute of Technology, Karlsruhe, Germany
More informationThe Bump in the Road to Exaflops and Rethinking LINPACK
The Bump in the Road to Exaflops and Rethinking LINPACK Bob Meisner, Director Office of Advanced Simulation and Computing The Parker Ranch installation in Hawaii 1 Theme Actively preparing for imminent
More informationTrinity Center of Excellence
Trinity Center of Excellence I can t promise to solve all your problems, but I can promise you won t face them alone Hai Ah Nam Computational Physics & Methods (CCS-2) Presented to: Salishan Conference
More informationThe LinkSCEEM FP7 Infrastructure Project:
THEME ARTICLE: Computational Science in Developing Countries The LinkSCEEM FP7 Infrastructure Project: Linking Scientific Computing in Europe and the Eastern Mediterranean Constantia Alexandrou Cyprus
More informationThe end of Moore s law and the race for performance
The end of Moore s law and the race for performance Michael Resch (HLRS) September 15, 2016, Basel, Switzerland Roadmap Motivation (HPC@HLRS) Moore s law Options Outlook HPC@HLRS Cray XC40 Hazelhen 185.376
More informationXSEDE at a Glance Aaron Gardner Campus Champion - University of Florida
August 11, 2014 XSEDE at a Glance Aaron Gardner (agardner@ufl.edu) Campus Champion - University of Florida What is XSEDE? The Extreme Science and Engineering Discovery Environment (XSEDE) is the most advanced,
More informationEarly Science on Theta
DEPARTMENT: Leadership Computing Early Science on Theta Timothy J. Williams Argonne National Laboratory Editors: James J. Hack, jhack@ornl.gov; Michael E. Papka, papka@anl.gov Supercomputers are essential
More informationBuilding a Cell Ecosystem. David A. Bader
Building a Cell Ecosystem David A. Bader Acknowledgment of Support National Science Foundation CSR: A Framework for Optimizing Scientific Applications (06-14915) CAREER: High-Performance Algorithms for
More informationNational e-infrastructure for Science. Jacko Koster UNINETT Sigma
National e-infrastructure for Science Jacko Koster UNINETT Sigma 0 Norway: evita evita = e-science, Theory and Applications (2006-2015) Research & innovation e-infrastructure 1 escience escience (or Scientific
More informationN E T W O R K UPGRADE SOLUTIONS UPGRADE YOUR MPT NETWORK YOUR WAY
N E T W O R K UPGRADE SOLUTIONS UPGRADE YOUR MPT NETWORK YOUR WAY It s a fact that circuit-switched analog networks are becoming obsolete, as agencies move to IP-based networks. At the same time, the very
More informationResearch Data Management at LRZ and beyond
Research Management at LRZ and beyond Megi Sharikadze, 20.04.2018 Plan-E Meeting, Paris Paris 19-20.04.2018 1 LRZ - Leibniz Supercomputing Centre, Bavarian Academy of Sciences and Humanities HPC Network
More informationLS-DYNA Performance Enhancement of Fan Blade Off Simulation on Cray XC40
LS-DYNA Performance Enhancement of Fan Blade Off Simulation on Cray XC40 Ting-Ting Zhu, Cray Inc. Jason Wang, LSTC Brian Wainscott, LSTC Abstract This work uses LS-DYNA to enhance the performance of engine
More informationTHE ADVANCED RESEARCH COMPUTING LANDSCAPE IN BRITISH COLUMBIA AND CANADA
THE ADVANCED RESEARCH COMPUTING LANDSCAPE IN BRITISH COLUMBIA AND CANADA Navigating HPC, ARC and DRI R Y AN T H O M S O N, S Y S T E M S AD M I N I S T R A T O R UBC AD V A N C E D R E S E A R C H C O
More informationApplication of Maxwell Equations to Human Body Modelling
Application of Maxwell Equations to Human Body Modelling Fumie Costen Room E, E0c at Sackville Street Building, fc@cs.man.ac.uk The University of Manchester, U.K. February 5, 0 Fumie Costen Room E, E0c
More informationHigh Performance Computing Facility for North East India through Information and Communication Technology
High Performance Computing Facility for North East India through Information and Communication Technology T. R. LENKA Department of Electronics and Communication Engineering, National Institute of Technology
More information22nd VI-HPS Tuning Workshop PATC Performance Analysis Workshop
22nd VI-HPS Tuning Workshop PATC Performance Analysis Workshop http://www.vi-hps.org/training/tws/tw22.html Marc-André Hermanns Jülich Supercomputing Centre Sameer Shende University of Oregon Florent Lebeau
More informationRAPS ECMWF. RAPS Chairman. 20th ORAP Forum Slide 1
RAPS George.Mozdzynski@ecmwf.int RAPS Chairman 20th ORAP Forum Slide 1 20th ORAP Forum Slide 2 What is RAPS? Real Applications on Parallel Systems European Software Initiative RAPS Consortium (founded
More informationEnabling Science and Discovery at Georgia Tech With MVAPICH2
Enabling Science and Discovery at Georgia Tech With MVAPICH2 3rd Annual MVAPICH User Group (MUG) Meeting August 19-21, 2015 Mehmet Belgin, Ph.D. Research Scientist PACE Team, OIT/ART Georgia Tech #7 best
More informationPerspective platforms for BOINC distributed computing network
Perspective platforms for BOINC distributed computing network Vitalii Koshura Lohika Odessa, Ukraine lestat.de.lionkur@gmail.com Profile page: https://www.linkedin.com/in/aenbleidd/ Abstract This paper
More informationMACHINE LEARNING Games and Beyond. Calvin Lin, NVIDIA
MACHINE LEARNING Games and Beyond Calvin Lin, NVIDIA THE MACHINE LEARNING ERA IS HERE And it is transforming every industry... including Game Development OVERVIEW NVIDIA Volta: An Architecture for Machine
More informationLearning to see the Forest and the Trees (A systematic approach to driving innovation) Dr. Bernard S. Meyerson Chief Innovation Officer IBM
Learning to see the Forest and the Trees (A systematic approach to driving innovation) Dr. Bernard S. Meyerson Chief Innovation Officer IBM Corporation Why Innovate? What is the most important capability
More informationDocument downloaded from:
Document downloaded from: http://hdl.handle.net/1251/64738 This paper must be cited as: Reaño González, C.; Pérez López, F.; Silla Jiménez, F. (215). On the design of a demo for exhibiting rcuda. 15th
More information24th VI-HPS Tuning Workshop PATC course in conjunction with POP CoE
24th VI-HPS Tuning Workshop PATC course in conjunction with POP CoE http://www.vi-hps.org/training/tws/tw24.html Judit Giménez & Lau Mercadal Barcelona Supercomputing Centre Michael Bareford EPCC Wadud
More informationWhat can POP do for you?
What can POP do for you? Mike Dewar, NAG Ltd EU H2020 Center of Excellence (CoE) 1 October 2015 31 March 2018 Grant Agreement No 676553 Outline Overview of codes investigated Code audit & plan examples
More informationUPGRADE YOUR MPT NETWORK THE SMART WAY. harris.com #harriscorp
UPGRADE YOUR MPT NETWORK THE SMART WAY harris.com #harriscorp FLEXIBLE MIGRATION Advance Business Efficiencies and Worker Safety Circuit-switched analog networks are becoming obsolete as agencies move
More informationJob Description. Commitment: Must be available to work full-time hours, M-F for weeks beginning Summer of 2018.
Research Intern Director of Research We are seeking a summer intern to support the team to develop prototype 3D sensing systems based on state-of-the-art sensing technologies along with computer vision
More informationIntroduction to Computer Engineering. CS/ECE 252, Spring 2013 Prof. Mark D. Hill Computer Sciences Department University of Wisconsin Madison
Introduction to Computer Engineering CS/ECE 252, Spring 2013 Prof. Mark D. Hill Computer Sciences Department University of Wisconsin Madison Chapter 1 Welcome Aboard Slides based on set prepared by Gregory
More informationHigh Performance Computing Systems and Scalable Networks for. Information Technology. Joint White Paper from the
High Performance Computing Systems and Scalable Networks for Information Technology Joint White Paper from the Department of Computer Science and the Department of Electrical and Computer Engineering With
More informationENGINEERS, TECHNICIANS, ICT EXPERTS
TECHNICAL SERVICES ENGINEERS, TECHNICIANS, ICT EXPERTS Small, swift and agile, Switzerland can be at the forefront of change, and is embracing this opportunity. KLAUS MEIER Chief Information Officer Skyguide
More informationBig Data Visualization for Planetary Science
Big Data Visualization for Planetary Science Emily Law - emily.s.law@jpl.nasa.gov Shan Malhotra - shan.malhotra@jpl.nasa.gov 11/01/17 Big Data Task Force @ JPL 1 Takeaway Big data has many challenges Opportunity
More information11/11/ PARTNERSHIP FOR ADVANCED COMPUTING IN EUROPE
11/11/2014 1 Towards a persistent digital research infrastructure Sanzio Bassini PRACE Council Chair PRACE History: an Ongoing Success Story Creation of the Scientific Case Signature of the MoU Creation
More informationEarthCube Conceptual Design: Enterprise Architecture for Transformative Research and Collaboration Across the Geosciences
EarthCube Conceptual Design: Enterprise Architecture for Transformative Research and Collaboration Across the Geosciences ILYA ZASLAVSKY, DAVID VALENTINE, AMARNATH GUPTA San Diego Supercomputer Center/UCSD
More informationDeep learning for INTELLIGENT machines
Deep learning for INTELLIGENT machines GAMING DESIGN ENTERPRISE VIRTUALIZATION HPC & CLOUD SERVICE PROVIDERS INTELLIGENT MACHINES THE WORLD LEADER IN VISUAL COMPUTING 2 3 APPLICATIONS OF DEEP LEARNING
More informationThe UK e-infrastructure Landscape Dr Susan Morrell Chair of UKRI e-infrastructure Group
The UK e-infrastructure Landscape Dr Susan Morrell Chair of UKRI e-infrastructure Group Image credits: Shutterstock, NERC, FreePik, Innovate UK, STFC E-Infrastructure is a Research Tool (not an IT system)
More informationCentre for Doctoral Training: opportunities and ideas
Centre for Doctoral Training: opportunities and ideas PROFESSOR ANGELA HATTON NOC ASSOCIATION 7 TH ANNUAL MEETING 30 TH MARCH 2017 Responsive versus focused training Responsive PhD training Topic is chosen
More informationProposers Day Workshop
Proposers Day Workshop Monday, January 23, 2017 @srcjump, #JUMPpdw Cognitive Computing Vertical Research Center Mandy Pant Academic Research Director Intel Corporation Center Motivation Today s deep learning
More informationOverview. 1 Trends in Microprocessor Architecture. Computer architecture. Computer architecture
Overview 1 Trends in Microprocessor Architecture R05 Robert Mullins Computer architecture Scaling performance and CMOS Where have performance gains come from? Modern superscalar processors The limits of
More informationAdvanced Scientific Computing Advisory Committee Petascale Metrics Report
Advanced Scientific Computing Advisory Committee Petascale Metrics Report 28 February, 2007 Petascale Metrics Panel [a subcommittee of the Department of Energy Office of Science Advanced Scientific Computing
More informationIESP AND APPLICATIONS. IESP BOF, SC09 Portland, Oregon Paul Messina November 18, 2009
IESP AND APPLICATIONS IESP BOF, SC09 Portland, Oregon November 18, 2009 Outline Scientific Challenges workshops Applications involvement in IESP workshops Applications role in IESP Purpose of DOE workshops
More informationHigh Performance Computing i el sector agro-alimentari Fundació Catalana per la Recerca CAFÈ AMB LA RECERCA
www.bsc.es High Performance Computing i el sector agro-alimentari Fundació Catalana per la Recerca CAFÈ AMB LA RECERCA 21 Octubre 2015 Technology Transfer Area about BSC High Performance Computing and
More informationIntroducing Elsevier Research Intelligence
1 1 1 Introducing Elsevier Research Intelligence Stefan Blanché Regional Manager Elsevier September 29 th, 2014 2 2 2 Optimizing Research Partnerships for a Sustainable Future Elsevier overview Research
More information23rd VI-HPS Tuning Workshop & LLNL Performance Tools Deep-Dive
23rd VI-HPS Tuning Workshop & LLNL Performance Tools Deep-Dive http://www.vi-hps.org/training/tws/tw23.html https://computing.llnl.gov/training/2016/2016.07.27-29.html https://lc.llnl.gov/confluence/display/tools/
More informationSponsors: Conference Schedule at a Glance
Sponsors: Conference Schedule at a Glance Registration Pass Access - Technical Program Each registration category provides access to a different set of conference activities. Registration Pass Access -
More informationIBM Research - Zurich Research Laboratory
October 28, 2010 IBM Research - Zurich Research Laboratory Walter Riess Science & Technology Department IBM Research - Zurich wri@zurich.ibm.com Outline IBM Research IBM Research Zurich Science & Technology
More informationCall for FY 2017 DoD Frontier Project Proposals
Call for FY 2017 DoD Frontier Project Proposals Introduction Purpose: The Department of Defense (DoD) High Performance Computing Modernization Program (HPCMP) established DoD Frontier Projects to enable
More informationPart II. Numerical Simulation
Part II Numerical Simulation Overview Computer simulation is the rapidly evolving third way in science that complements classical experiments and theoretical models in the study of natural, man-made, and
More informationLeveraging HPC for Alzheimer s Research and Beyond. Joseph Lombardo Executive Director, UNLV s National Supercomputing Center April 2015
Leveraging HPC for Alzheimer s Research and Beyond Joseph Lombardo Executive Director, UNLV s National Supercomputing Center April 2015 Agenda About the NSCEE @ Switch Computing Challenges Spotlight on
More informationIntroduction to Computer Science - PLTW #9340
Introduction to Computer Science - PLTW #9340 Description Designed to be the first computer science course for students who have never programmed before, Introduction to Computer Science (ICS) is an optional
More informationCptS 483:04 Introduction to Data Science
CptS 483:04 Introduction to Data Science What Is Data Science? Assefaw Gebremedhin Fall 2017 What is Data Science? Big Data and Data Science hype and getting past the hype Why now? Current landscape of
More informationCITRIS and LBNL Computational Science and Engineering (CSE)
CSE @ CITRIS and LBNL Computational Science and Engineering (CSE) CITRIS* and LBNL Partnership *(UC Berkeley, UC Davis, UC Merced, UC Santa Cruz) Masoud Nikravesh CSE Executive Director, CITRIS and LBNL,
More informationThe Transformative Power of Technology
Dr. Bernard S. Meyerson, IBM Fellow, Vice President of Innovation, CHQ The Transformative Power of Technology The Roundtable on Education and Human Capital Requirements, Feb 2012 Dr. Bernard S. Meyerson,
More informationEESI Presentation at IESP
Presentation at IESP San Francisco, April 6, 2011 WG 3.1 : Applications in Energy & Transportation Chair: Philippe RICOUX (TOTAL) Vice-Chair: Jean-Claude ANDRE (CERFACS) 1 WG3.1 Scientific and Technical
More informationA sustainable High Performance Computing Ecosystem for Europe. P.J.C. Aerts, K. Koski, F. Lozano
HPC in Europe Taskforce Towards a new level of High Performance Computing facilities for Europe 18.1.2007 A sustainable High Performance Computing Ecosystem for Europe P.J.C. Aerts, K. Koski, F. Lozano
More informationINTERNATIONAL OIL AND GAS CONFERENCE IN CHINA OPENING PLENARY SESSION OPPORTUNITIES AND CHALLENGES IN A VOLATILE ENVIRONMENT, BEIJING, JUNE 2010
Thank you very much for that kind introduction Mr. Chairman it s an honour to be here today at this International Oil & Gas Conference and Exhibition in China. My fellow panel members have described the
More informationOverview of the NSF Programs
Overview of the NSF Programs NSF Workshop on Real Time Data Analytics for the Resilient Electric Grid August 4 5, 2018 Portland, OR EPCN Program Directors Anil Pahwa Any opinion, finding, conclusion, or
More informatione-infrastructures in FP7: Call 9 (WP 2011)
e-infrastructures in FP7: Call 9 (WP 2011) Call 9 Preliminary information on the call for proposals FP7-INFRASTRUCTURES-2011-2 (Call 9) subject to approval of the Research Infrastructures Work Programme
More informationPresident Barack Obama The White House Washington, DC June 19, Dear Mr. President,
President Barack Obama The White House Washington, DC 20502 June 19, 2014 Dear Mr. President, We are pleased to send you this report, which provides a summary of five regional workshops held across the
More informationRecent Advances in Simulation Techniques and Tools
Recent Advances in Simulation Techniques and Tools Yuyang Li, li.yuyang(at)wustl.edu (A paper written under the guidance of Prof. Raj Jain) Download Abstract: Simulation refers to using specified kind
More informationTable of Contents HOL ADV
Table of Contents Lab Overview - - Horizon 7.1: Graphics Acceleartion for 3D Workloads and vgpu... 2 Lab Guidance... 3 Module 1-3D Options in Horizon 7 (15 minutes - Basic)... 5 Introduction... 6 3D Desktop
More informationInteractive Visualizations for Cyber-
Interactive Visualizations for Cyber- Mission Awareness ARO MURI on Cyber Situation Awareness Year One Review Meeting Tobias Höllerer Four Eyes Laboratory (Imaging, Interaction, and Innovative Interfaces),
More informationHigh Performance Computing and Modern Science Prof. Dr. Thomas Ludwig
High Performance Computing and Modern Science Prof. Dr. Thomas Ludwig German Climate Computing Centre Hamburg Universität Hamburg Department of Informatics Scientific Computing Abstract High Performance
More informationFirst Experience with PCP in the PRACE Project: PCP at any cost? F. Berberich, Forschungszentrum Jülich, May 8, 2012, IHK Düsseldorf
First Experience with PCP in the PRACE Project: PCP at any cost? F. Berberich, Forschungszentrum Jülich, May 8, 2012, IHK Düsseldorf Overview WHY SIMULATION SCIENCE WHAT IS PRACE PCP IN THE VIEW OF A PROJECT
More informationAn Interim Report on Petascale Computing Metrics Executive Summary
An Interim Report on Petascale Computing Metrics Executive Summary Panel: F. Ronald Bailey, Gordon Bell (Chair), John Blondin, John Connolly, David Dean, Peter Freeman, James Hack (co-chair), Steven Pieper,
More informationHigh Performance Computing and Visualization at the School of Health Information Sciences
High Performance Computing and Visualization at the School of Health Information Sciences Stefan Birmanns, Ph.D. Postdoctoral Associate Laboratory for Structural Bioinformatics Outline High Performance
More informationCleantech Demonstratorium. A Beacon for the Science Park at DTU Risø Campus
Cleantech Demonstratorium A Beacon for the Science Park at DTU Risø Campus Demonstratorium Overview Interior 2 The demonstratorium an international innovation cleantech hub The Technical University of
More informationBroadening the Scope and Impact of escience. Frank Seinstra. Director escience Program Netherlands escience Center
Broadening the Scope and Impact of escience Frank Seinstra Director escience Program Netherlands escience Center Big Science & ICT Big Science Today s Scientific Challenges are Big in many ways: Big Data
More informationDurham Research Online
Durham Research Online Deposited in DRO: 29 August 2017 Version of attached le: Accepted Version Peer-review status of attached le: Not peer-reviewed Citation for published item: Chiu, Wei-Yu and Sun,
More informationComputational Efficiency of the GF and the RMF Transforms for Quaternary Logic Functions on CPUs and GPUs
5 th International Conference on Logic and Application LAP 2016 Dubrovnik, Croatia, September 19-23, 2016 Computational Efficiency of the GF and the RMF Transforms for Quaternary Logic Functions on CPUs
More informationRoadmap of Cooperative Activities
Roadmap of Cooperative Activities 2010-2020 REPORT OF THE UNITED STATES NEW ZEALAND JOINT COMMISSION MEETING ON SCIENCE AND TECHNOLOGY COOPERATION 25-26 JANUARY 2010, NEW ZEALAND CONTENTS 1 Introduction
More informationINCITE Proposal Writing Webinar April 24, 2012
INCITE Proposal Writing Webinar April 24, 2012 Judith Hill OLCF Scientific Computing Group Oak Ridge National Laboratory Charles Bacon ALCF Catalyst Team Argonne National Laboratory and Julia C. White,
More information