2018 Rice Oil & Gas HPC Conference has ended

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2018 Rice Oil & Gas HPC Conference

8:30am HST

Tutorial: Best Practices in Supercomputing Systems Management BioScience Research CollaborativeDavid Baldwin • Erik Engquist • Stefan Garrard • Raj Gautam • Bill Guyton • Shawn Hall • David McMillen • Tommy Minyard • Kevin Sherwood • Brock Taylor Tutorial: Frameworks & Tools for Data Analytics, Machine Learning & Deep Learning BioScience Research CollaborativeChris Jermaine • Anshumali Shrivastava

12:00pm HST

Conference Registration & Networking BioScience Research Collaborative

1:00pm HST

Welcome BioScience Research CollaborativeKeith Gray • Jan E. Odegard

1:15pm HST

The U.S. Exascale Computing Project: Status and Plans, Doug Kothe, Exascale Computing Project BioScience Research CollaborativeDoug Kothe

2:00pm HST

Convergence of HPC and AI, Thor Sewell, Intel BioScience Research CollaborativeThor Sewell

2:20pm HST

Moving Beyond Moore’s Law: The Challenge of Heterogeneous Compute and Memory Systems, Mike Ignatowski, AMD BioScience Research CollaborativeMike Ignatowksi

2:50pm HST

Break BioScience Research Collaborative

3:20pm HST

HPE’s Path Forward to Exascale, Nicolas Dube, HPE BioScience Research CollaborativeNicolas Dube

3:40pm HST

The Challenges and Opportunities for Memory Solutions and their Impact on Computing Architecture, Stephen Pawlowski, Micron Technology BioScience Research CollaborativeStephen Pawlowski

4:10pm HST

Preparing Applications for Next-Generation HPC Architectures, Andrew Siegel, Exascale Computing Project BioScience Research CollaborativeAndrew Siegel

4:40pm HST

Energy Industry Needs for Exascale BioScience Research CollaborativeScott Morton

4:55pm HST

Panel Discussion: Delivering Exascale Computing for the Oil and Gas Industry BioScience Research CollaborativeAddison Snell • Nicolas Dube • Mike Ignatowksi • Scott Morton • Stephen Pawlowski • Thor Sewell • Andrew Siegel

5:55pm HST

Networking Reception BioScience Research Collaborative

7:30am HST

Breakfast & Networking BioScience Research Collaborative

8:30am HST

Welcome BioScience Research CollaborativeKeith Gray • Jan E. Odegard

8:45am HST

High Power Algorithms, High Performance Computing, Ahmed Hashmi, BP BioScience Research CollaborativeAhmed Hashmi

9:30am HST

Microsoft Azure for the Oil and Gas Cloud, Curt Smith, Microsoft BioScience Research CollaborativeCurt Smith

10:00am HST

Break BioScience Research Collaborative

10:30am HST

Data Science and Cloud Computing in HPC: HPC in the cloud – a 20,000ft view from down on Earth BioScience Research CollaborativeAlexander Loddoch • Tom McDonald Performance and Programming Models: Efficient and Portable Finite Difference Wave Equation Propagators using OpenACC and OpenMP 4.5 BioScience Research CollaborativeHenri Calandra • Maxime Hugues

10:50am HST

Data Science and Cloud Computing in HPC: High-throughput Computing for Well-Log Modeling on the Cloud with Kubernetes BioScience Research CollaborativeValery Polyakov Performance and Programming Models: Performance Portability of 3D Acoustics on CPUs and GPUs using OpenMP BioScience Research CollaborativeReid Atcheson

11:10am HST

Data Science and Cloud Computing in HPC: Provisioning HPC Cluster Nodes in the Cloud at Scale – A Practical Investigation and Report BioScience Research CollaborativePhilip Crawford Performance and Programming Models: Stencil Optimizations for Intel Xeon Scalable Processors via YASK--Yet Another Stencil Kernel BioScience Research CollaborativeCharles Yount

11:30am HST

Data Science and Cloud Computing in HPC: Machine Learning and Deep Learning as a Catalyst to Enable Transformative Geophysics/Geoscience for better Science and Success in the Subsurface BioScience Research CollaborativeKenton Prindle Performance and Programming Models: A Novel Wave Modeling Software based on a Discontinuous Galerkin Method with Modified Penalty Flux BioScience Research CollaborativeMaarten de Hoop • Ruichao Ye

11:50am HST

Data Science and Cloud Computing in HPC: Deep Neural Networks for Seismic Interpretation and Processing: Bridging the Gap between Geophysicists and AI BioScience Research CollaborativePing Lu Performance and Programming Models: Efficient High Order Discontinuous Galerkin Methods for Wave Propagation in Heterogeneous Media BioScience Research CollaborativeJesse Chan • Kaihang Guo

12:10pm HST

Data Science and Cloud Computing in HPC: Deep Learning for Natural Gas Reservoir Modeling BioScience Research CollaborativeArkabandhu Chowdhury • Chris Jermaine • Jonathan Mitchell • Rohan Mukherjee Performance and Programming Models: Fault-Tolerance for Solving Equations in Porous Media and Seismic Imaging using FTI BioScience Research CollaborativeHenri Calandra • Frank Cappello • Maxime Hugues • Florence Monna • Mikhail Sekachev

12:30pm HST

Lunch BioScience Research Collaborative

1:30pm HST

Uncertainty Quantification in Computational Models, Habib Najm, Sandia National Lab BioScience Research CollaborativeHabib Najm

2:00pm HST

Experiences Developing a Data Science Organization leveraging HPC, Jeremy Graybill, Anadarko BioScience Research CollaborativeJeremy Graybill

2:30pm HST

Deep Learning-driven Tomography, Mauricio Araya-Polo, Shell BioScience Research CollaborativeMauricio Araya-Polo

3:00pm HST

New Paradigms for Large Scale Computing on the Google Cloud Platform, Kevin Kissell, Google BioScience Research CollaborativeKevin Kissell

3:44pm HST

Poster Session and Closing Reception BioScience Research Collaborative

3:45pm HST

3D Shape Optimization Based on Unstructured Meshes in Full Waveform Inversion BioScience Research CollaborativeRussell Hewett • Maarten de Hoop • Jia Shi • Ruichao Ye A Parallel Implementation of a High Order Accurate Variable Coefficient Helmholtz Solver BioScience Research CollaborativeNatalie Beams • Adrianna Gillman • Russell Hewett Bernstein-Bézier Weight-Adjusted Discontinuous Galerkin Methods for Wave Propagation in Heterogeneous Media BioScience Research CollaborativeJesse Chan • Kaihang Guo CFD Modeling and Prediction of Asphaltene Deposition in Wellbore BioScience Research CollaborativeMohammad Abutaqiya • Narmadha Rajan Babu • Shayan Enayat • Jun Kuang • Caleb Sisco • Francisco Vargas • Jianxin Wang Comparative Study of Finite Element Methods Using the Time-Accuracy-Size (TAS) Spectrum Analysis BioScience Research CollaborativeJustin Chang • Matthew Knepley Computational Modeling of Additively Manufactured O&G Drill Bits: Fabrication and Performance BioScience Research CollaborativePrathamesh Desai • C. Fred Higgs Iii • Joshua Wagner Data-Driven Algorithms for Model Reduction of Geophysical Turbulence BioScience Research CollaborativeAshesh Chattopadhyay • Pedram Hassanzadeh Deep Learning for Seismic Interpretation: Scaling TensorFlow Up and Out via Workload-Managed GPUs BioScience Research CollaborativeT. Edward Clee • Lei Huang • Ian Lumb Distributed Generative Adversarial Networks for Synthetic Seismic Data Generation BioScience Research CollaborativeXishuang Dong • Lei Huang • Darshita Mistry Dynamic Data Race Detection for OpenMP Programs BioScience Research CollaborativeYizi Gu • John Mellor-Crummey Efficient Contraction of Big Tensor Networks BioScience Research CollaborativeJeffrey M. Dudek • Moshe Y. Vardi Exploiting Storage Class Memory for Parallel Computing and Data Analytics BioScience Research CollaborativeAdrian Jackson ExSeisFlow: An Extreme-Scale I/O Optimized Seismic Workflow Library BioScience Research CollaborativeJean-Thomas Acquaviva • Cathal Ó Broin • Pádriag Ó Conbhuí • James Coomer • Steven Dagg • Seán Delaney • Meghan Fisher • Gareth O'Brien • Ruairi Short First-Principles Analysis of the Mechanisms of the Oxygen Reduction Reaction on Boron- and/or Nitrogen-Doped Carbon Nano-Materials BioScience Research CollaborativeLuqing Wang • Boris I. Yakobson • Xiaolong Zou Learned D-AMP: Principled Neural Network based Compressive Image Recovery BioScience Research CollaborativeRichard Baraniuk • Christopher Metzler • Ali Mousavi Localization of Autonomous Underwater Robots Inside Oil Storage Tanks BioScience Research CollaborativeFathi Ghorbel • Issam Ben Moallem LSH-Sampling Breaks the Computational Chicken and Egg Loop in Adaptive Stochastic Gradient Estimation BioScience Research CollaborativeBeidi Chen • Anshumali Shrivastava • Yingchen Xu Numerical Error Quantification of Agent-Based Models as Applied to Oil Reservoir Simulation BioScience Research CollaborativeBryan Doyle Numerical Simulations of the Cahn--Hilliard--Navier--Stokes System at Porous Scale BioScience Research CollaborativeFaruk Omer Alpak • Florian Frank • Chen Liu • Beatrice Riviere Optimization of Micro-Pillar Wick Structured Cooler by Using an Exa-Scale Pore Network Simulator BioScience Research CollaborativeAshesh Chattopadhyay • Shaikh Tanveer Hossain • Murali Kotteda • Vinod Kumar • Arturo Schafino PPGSecure: Biometrics Presentation Attack Detection Using Photoplethysmograms BioScience Research CollaborativeEwa Nowara • Ashutosh Sabharwal • Ashok Veeraraghavan Time-Varying Wavelet-Based Applications for Evaluating the Water-Energy Nexus BioScience Research CollaborativeKatherine Ensor • Kim Raath Two-Dimensional Monte Carlo Simulation of the Ising Model using a GPU Accelerated Method BioScience Research CollaborativeNader Ghassemi Understanding the Impact of Fat-Tree Network Locality on Application Performance BioScience Research CollaborativeIan Karlin • Edgar Leon • John Mellor-Crummey • Philip Taffet Usability and Performance: A Software-Stack for Machine Learning on HPC Systems BioScience Research CollaborativeJanis Keuper