Reproducibility, Computability, and the Scientific Method
Comparing Perturbation Models for Evaluating Stability of Post-Processing Pipelines in Neuroimaging
Fast, Good, and Repeatable: Summations, Vectorization, and Reproducibility
CRE2019 Morning Break
Reproducibility and Provenance of James Webb Space Telescope Data Products
Numerical Reproducibility Based on Minimal-Precision Validation
Reproducibility and Variable Precision Computing
Panel Discussion
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bwNetFlow: A Customizable Multi-Tenant Flow Processing Platform for Transit Providers
INDIS Morning Break
INDIS Showcases Panel: SCinet NRE, XNET and Architecture
INDIS Keynote: The Relevance of Software Defined Exchange Points in the Path of Scientific Workflows
Estimation of RTT and Loss Rate of Wide-Area Connections Using MPI Measurements
INDIS Lunch Break
Co-Scheduling of Advance and Immediate Bandwidth Reservations for Inter-Data Center Transfer
INDIS Short Break
Hop Recording and Forwarding State Logging: Two Implementations for Path Tracking in P4
INDIS Afternoon Break
G2: A Network Optimization Framework for High-Precision Analysis of Bottleneck and Flow Performance
INDIS Keynote: Applications of ML and AI in Next Generation Wired and Wireless Networks
Training Classifiers to Identify TCP Signatures in Scientific Workflows
Sample Transfer Optimization with Adaptive Deep Neural Network
INDIS Closing Remarks
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Keynote: AI for HPC and HPC for AI: Bidirectional Convergence Efforts of HPC and AI on the Fugaku Supercomputer
Deep Learning on Supercomputers Morning Break
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
Deep Learning on Supercomputers Lunch Break
Highly-Scalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs
Deep Learning on Supercomputers Afternoon Break
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain Mapping
Evolving Larger Convolutional Layer Kernel Sizes for a Settlement Detection Deep-Learner on Summit
Scaling TensorFlow, PyTorch, and MXNet Using MVAPICH2 for High-Performance Deep Learning on Frontera
Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer
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Sixth SC Workshop on Best Practices for HPC Training and Education
FreeCompilerCamp.org: Training for OpenMP Compiler Development from Cloud
Best Practices for HPC Training and Education Morning Break
The Supercomputing Institute: A Systems-Focused Approach to HPC Training and Education
An Informal Introduction to HPC via a Numerical Weather Model and Low-Cost Hardware
Computational Biology as a Compelling Pedagogical Tool in Computer Science Education
Best Practices for HPC Training and Education Lunch Break
Directed Internship and Apprenticeship toward a Sustainable HPC Workforce Development Pipeline
Creating a Relevant, Application-Based Curriculum for High Performance Computing in High School
Leveraging SC to Learn High-Performance Communication
Best Practices for HPC Training and Education Afternoon Break
Panel: Building the Future
Open Discussion
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The 5th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-5)
DRBSD-5 Morning Break
DRBSD-5 Invited Talk 1: Data Challenges for Nuclear Femtography
A Collaborative Effort to Improve Lossy Compression Methods for Climate Data
DRBSD-5 Invited Talk 2: Changing Science through Online Analysis
PAVE: An In Situ Framework for Scientific Visualization and Machine Learning Coupling
A Co-Design Study Of Fusion Whole Device Modeling Using Code Coupling
DRBSD-5 Lunch Break
DRBSD-5 Invited Talk 3: Scientific Data at Exascale: Architecting Systems for Performance, Productivity, and Parallelism
DRBSD-5 Afternoon Break
DRBSD-5 Invited Talk 4: High Performance Computing at BP
DRBSD-5 Invited Talk: In Situ Data Analytics for Next Generation Molecular Dynamics Workflows
Analyzing the Performance and Accuracy of Lossy Checkpointing on Sub-Iteration of NWChem
Using Machine Learning to Reduce Ensembles of Geological Models for Oil and Gas Exploration
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Computer Science Challenges to Imaging the Universe with the SKA Radio-Telescope
PAW-ATM Morning Break
Soleil-X: Turbulence, Particles, and Radiation in the Regent Programming Language
Exploring the Use of Novel Programming Models in Land Surface Models
Simulating Ultralight Dark Matter with Chapel : An Experience Report
A UPC++ Actor Library and Its Evaluation On a Shallow Water Proxy Application
PAW-ATM Lunch Break
Designing, Implementing, and Evaluating the Upcoming OpenSHMEM Teams API
Enabling Low-Overhead Communication in Multi-Threaded OpenSHMEM Applications Using Contexts
Efficient Active Message RMA in GASNet Using a Target-Side Reassembly Protocol
PAW-ATM Afternoon Break
Pygion: Flexible, Scalable Task-Based Parallelism with Python
Arkouda: NumPy-Like Arrays at Massive Scale Backed by Chapel
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Women in HPC: Diversifying the HPC Community and Engaging Male Allies
Keynote: The Butterfly Effect of Inclusive Leadership
Women in HPC Lunch Break
Women-in-HPC Workshop Closing
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ExaMPI Keynote
ExaMPI Morning Break
Multirate: A Flexible MPI Benchmark for Fast Assessment of Multithreaded Communication Performance
Impacts of Multi-GPU MPI Collective Communications on Large FFT Computation
Accelerating the Global Arrays ComEx Runtime Using Multiple Progress Ranks
ExaMPI Lunch Break
ExaMPI Afternoon Break
ExaMPI Invited Talk #1 - Evaluating MPI Message Size Summary Statistics
ExaMPi Invited Talk #2 - The Case for Modular Generalizable Proxy Applications for Systems Software Research
ExaMPI Vendor Panel - MPI for Exascale: Challenges and Opportunities
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H2RC 2019: Fifth International Workshop on Heterogeneous High-Performance Reconfigurable Computing
SYCL: A Single-Source C++ Standard for Heterogeneous Computing
Morning Coffee Break
Morning 5-Minute Break
It's All about Data Movement: Optimizing FPGA Data Access to Boost Performance
The Memory Controller Wall: Benchmarking the Intel FPGA SDK for OpenCL Memory Interface
Accelerating Large Garbled Circuits on an FPGA-Enabled Cloud
H2RC'19 Lunch Break
ML Acceleration with Heterogeneous Computing for Big Data Physics Experiments
Testbed for the Research Community Exploring Next-Generation Cloud Platforms
Afternoon Break
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud
Implementation and Impact of an Ultra-Compact Multi-FPGA Board for Large System Prototyping
Afternoon 5-Minute Break
Combining Perfect Shuffle and Bitonic Networks for Efficient Quantum Sorting
Performance and Energy Efficiency Analysis of Reverse Time Migration on a FPGA Platform
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Welcome: Workshop on Education for High Performance Computing (EduHPC)
Morning Break
Paper Session A (Session Chair: Alexandru Iosup)
Teaching Parallel and Distributed Computing Concepts in Simulation with WRENCH
A Gentle Introduction to Heterogeneous Computing for CS1 Students
Paper Session A: Discussions
Lightning Talk Session (Session Chair: Trilce Estrada)
Building a Data Science Education Ecosystem Resource Collection
A Jupyter Notebook Based Tool for Building Skills in Computational Statistical Mechanics
Lightning Talk Discussions
Lunch Break
IEEE TCPP Curriculum on Parallel and Distributed Computing - an Update
Paper Session B (Session Chair: Katharine Cahill)
Paper Session B: Discussions
Afternoon Break
Paper Session C (Session Chair: Joel Adams)
Teaching Concurrent and Distributed Programming With Concepts Over Mathematical Proofs
Toward Improving Collaborative Behavior During Competitive Programming Assignments
Paper Session C: Discussions
Peachy Parallel Assignment Session (Session Chair: David Bunde)
Agent-Based Simulation of Fire Extinguishing: an Assignment for OpenMP, MPI, and CUDA/OpenCL
Thread-to-Core Optimization Problem
Introducing Parallel Prefix-Sums Algorithm and Its Applications in an Undergraduate Course
Peachy Parallel Assignment Discussions
Best Paper Announcement and Closing Remarks
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Workshop on Programming and Performance Visualization Tools (ProTools)
Keynote
ProTools Morning Break
Understanding the Performance of GPGPU Applications from a Data-Centric View
Designing Efficient Parallel Software via Compositional Performance Modeling
Performance Analysis of Tile Low-Rank Cholesky Factorization Using PaRSEC Instrumentation Tools
ProTools Lunch Break
The Case for a Common Instrumentation Interface for HPC Codes
Keynote / Panel
ProTools Afternoon Break
Automatic Instrumentation Refinement for Empirical Performance Modeling
Multi-Level Performance Instrumentation for Kokkos Applications Using TAU
CHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance
In Situ Visualization of Performance Metrics in Multiple Domains
Toward a Programmable Analysis and Visualization Framework for Interactive Performance Analytics
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The 14th Workshop on Workflows in Support of Large-Scale Science (WORKS19)
WORKS19 Welcome
WORKS19 Morning Break
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Data-Aware and Simulation-Driven Planning of Scientific Workflows on IaaS Clouds
Exploration of Workflow Management Systems Emerging Features from Users' Perspectives
WORKS19 Lunch Break
Incorporating Scientific Workflows in Computing Research Processes
Comparing GPU Power and Frequency Capping: A Case Study with the MuMMI Workflow
WORKS19 Afternoon Break
Inter-Job Scheduling for High-Throughput Material Screening Applications
Empowering Agroecosystem Modeling with HTC Scientific Workflows: The Cycles Model Use Case
A Performance Comparison of Dask and Apache Spark for Data-Intensive Neuroimaging Pipelines
On a Parallel Spark Workflow for Frequent Itemset Mining Based on Array Prefix-Tree
WORKS19 Panel
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The 2019 International Workshop on Software Engineering for HPC-Enabled Research (SE-HER 2019)
Software Engineering Practices and Related Challenges in the LSST Dark Energy Science Collaboration
A Study of Hydrodynamics Based Community Codes in the Astrophysics
Large Group Discussion
SE-HER 2019 Morning Break
Ice Breaking Exercise
Small Group Discussion
Large Group Report Out
SE-HER 2019 Lunch Break
Role Oriented Code Generation in an Engine for Solving Hyperbolic PDE Systems
Presenting Information about Software in JOSS: Current and Potential Practices
Small Group Discussion
SE-HER 2019 Afternoon Break
Further Small Group Discussions
Large Group Report Out
Final Discussion
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Fifth Computational Approaches for Cancer Workshop (CAFCW19)
Welcome - Fifth Computational Approaches for Cancer
Keynote: Fifth Computational Approaches for Cancer
CAFCW19 Morning Break
Integrating High-Performance Simulations and Learning toward Improved Cancer Therapy
Machine Learning Algorithms in Histology and Radiology for Cancer Drug Discovery and Development
Deep Learning Enabled Unsupervised State Identification in KRAS Dimers and Interacting Lipids
Fusion of Structure Based Deep Learning to Accelerate Molecular Docking Predictions
CAFCW19 Lunch Break
CAFCW19: Afternoon Welcome
Machine Learning Directed Multiscale Simulations To Explore RAS Biology
CAFCW19 Afternoon Break
Digital Twins for Predictive Cancer Care: an HPC-Enabled Community Initiative
Deep Kernel Learning for Information Extraction from Cancer Pathology Reports
Massively Parallel Large-Scale Multi-Model Simulation of Tumor Development including Treatments
Panel Session: Collaborations, Community, and Computational Approaches for Cancer
CAFCW19 Wrap-Up
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Keynote: Wildfire Risk Modeling, Simulating at the Gazillion Scale
Quantifying Uncertainty in Source Term Estimation with Tensorflow Probability
Statistical Parameter Selection for Clustering Persistence Diagrams
UrgentHPC Afternoon Break
On-Demand Urgent High Performance Computing Utilizing the Google Cloud Platform
The Technologies Required for Fusing HPC and Real-Time Data to Support Urgent Computing
An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke
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Accelerating Experimental Science Using Jupyter and NERSC HPC
Interactive Supercomputing for Experimental Data-Driven Workflows
Interactive High Performance Computing Morning Break
Portals for Interactive Steering of HPC Workflows
Pangeo Ecosystem, Interactive Computing Tools for Geosciences: Benchmark on HPC
Interactivity Use Case Panel Discussion
Interactive High Performance Computing Closing Remarks
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6th International Workshop on HPC User Support Tools (HUST-19)
Buildtest: A Software Testing Framework with Module Operations for HPC systems
Using Malleable Task Scheduling to Accelerate Package Manager Installations
HUST-19 Morning Break
Tools for Monitoring CPU Usage and Affinity in Multicore Supercomputers
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SuperCompCloud: Workshop on Interoperability of Supercomputing and Cloud Technologies
Scalability and Data Security: Deep Learning with Health Data on Future HPC Platforms
Cloud and Supercomputing Platforms at NCI Australia: the Why, the How, and the Future.
SuperCompCloud Morning Break
Computing Without Borders: Combining Cloud and HPC to Advance Experimental Science.
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Opening -- MCHPC’19: Workshop on Memory Centric High Performance Computing
MCHPC'19 Morning Break
Performance Evaluation of the Intel Optane DC Memory With Scientific Benchmarks
Optimizing Data Layouts for Irregular Applications on a Migratory Thread Architecture
Optimizing Post-Copy Live Migration with System-Level Checkpoint Using Fabric-Attached Memory
Optimizing Memory Layout of Hyperplane Ordering for Vector Supercomputer SX-Aurora TSUBASA
Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications
MCHPC'19 Lunch Break
Performance Evaluation of Advanced Features in CUDA Unified Memory
Explicit Data Layout Management for Autotuning Exploration on Complex Memory Topologies
MCHPC'19 Afternoon Break
UMap: Enabling Application-driven Optimizations for Page Management
Extending OpenMP map Clause to Bridge Storage and Device Memory
MCHPC’19 Panel: Software and Hardware Support for Programming Heterogeneous Memory
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Morning Keynote : HPC for ML and ML for HPC - scalability, communication, and programming
Machine Learning in HPC Environments Morning Break
Understanding Scalability and Fine-Grain Parallelism of Synchronous Data Parallel Training
Fine-Grained Exploitation of Mixed Precision for Faster CNN Training
Metaoptimization on a Distributed System for Deep Reinforcement Learning
Scheduling Optimization of Parallel Linear Algebra Algorithms Using Supervised Learning
Machine Learning in HPC Environments Lunch Break
Parallel Data-Local Training for Optimizing Word2Vec Embeddings for Word and Graph Embeddings
Scalable Hyperparameter Optimization with Lazy Gaussian Processes
Machine Learning in HPC Environments Afternoon Break
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems
Concluding Remarks - Machine Learning in HPC Environment
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IA^3 2019: 9th Workshop on Irregular Applications: Architectures and Algorithms
Keynote 1
IA^3 2019 Morning Break
Extending a Work-Stealing Framework with Priorities and Weights
A Mixed Precision Multicolor Point-Implicit Solver for Unstructured Grids on GPUs
Mixed-Precision Tomographic Reconstructor Computations on Hardware Accelerators
Metall: A Persistent Memory Allocator Enabling Graph Processing
IA^3 2019 Lunch Break
Keynote 2: Sparse Linear Algebra in Facebook's Deep Learning Models
iPregel: Strategies to Deal with an Extreme Form of Irregularity in Vertex-Centric Graph Processing
IA^3 2019 Afternoon Break
Stretching Jacobi: A Two-Stage Pivoting Approach for Block-Based Factorization
A Hardware Prefetching Mechanism for Vector Gather Instructions
Performance Impact of Memory Channels on Sparse and Irregular Algorithms
Cascaded DMA Controller for Speedup of Indirect Memory Access in Irregular Applications
Debate
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Tenth Annual Workshop for the Energy Efficient HPC Working Group
Keynote: 30 Year Perspective on HPC and Energy Efficiency
EE HPC WG Morning Break
State of the Working Group
The Power Grid
Novel Cooling Technologies and Experiences
EE HPC WG Lunch Break
Machine Installations - Pre-Exascale and Beyond
EE HPC WG Afternoon Break
Silicon Manufacturing Variability
Operational Data Analytics - Global Survey Results
Panel: Challenges with Manufacturing Variation and Other Challenges to Platform Level Monitoring and Management
Closing Remarks
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Alluxio - Data Orchestration for Analytics and AI in the Cloud
PDSW Morning Break
Enabling Transparent Asynchronous I/O Using Background Threads
Active Learning-Based Automatic Tuning and Prediction of Parallel I/O Performance
Applying Machine Learning to Understand the Write Performance of Large-Scale Parallel Filesystems
PDSW Lunch Break
A House Divided: Why Don't Cloud Storage and HPC Storage Share More Technology?
PDSW Afternoon Break
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Automatic Throughput and Critical Path Analysis of x86 and ARM Assembly Kernels
PMBS19 Morning Break
Exploiting Hardware-Accelerated Ray Tracing for Monte Carlo Particle Transport with OpenMC
Comparing Managed Memory and UVM with and without Prefetching on NVIDIA Volta GPUs
PMBS19 Lunch Break
A Generalized Statistics-Based Model for Predicting Network-Induced Variability
CUDA Flux: A Lightweight Instruction Profiler for CUDA Applications
PMBS19 Afternoon Break
OMB-UM: Design, Implementation, and Evaluation of CUDA Unified Memory Aware MPI Benchmarks
Fine-Grained Analysis of Communication Similarity between Real and Proxy Applications
Performance Analysis of Deep Learning Workloads on Leading-Edge Systems
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10th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems
Morning Break
Keynote 2: Toward Scaling Deep Learning to 100,000 Processors - The Fugaku Challenge
Lunch Break
Afternoon Break
Generic Matrix Multiplication for Multi-GPU Accelerated Distributed-Memory Platforms Over PaRSEC
Parallel Multigrid Methods on Manycore Clusters with IHK/McKernel
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Sixth Workshop on Accelerator Programming Using Directives (WACCPD)
WACCPD Opening Remarks
WACCPD Morning Break
Accelerating the Performance of Modal Aerosol Module of E3SM Using OpenACC
WACCPD Lunch Break
Invited Talk: The SPEC ACCEL Benchmark – Results and Lessons Learned
Performance Portable Implementation of a Kinetic Plasma Simulation Mini-App
A Portable SIMD Primitive Using Kokkos for Heterogeneous Architectures
WACCPD Closing Remarks
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ISAV 2019: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization
In-Situ Visualization for the Large Scale Computing Initiative Milestone
A New Approach for In Situ Analysis in Fully Coupled Earth System Models
ISAV 2019 Morning Break
The Impact of Work Distribution on In Situ Visualization: A Case Study
The Challenges of Elastic In Situ Analysis and Visualization
Spack Meets Singularity: Creating Movable In-Situ Analysis Stacks with Ease
In Situ and In Transit Visualization for Numerical Simulations in HPC
Metadata Enabled Optimized Partitioning for M to N In Transit Processing with SENSEI
Lightning Talks Q&A
ISAV 2019 Lunch Break
Keynote Talk: In-Situ Analysis for Extreme-Scale Cosmological Simulations
ISAV 2019 Afternoon Break
Interactive In Situ Visualization and Analysis Using Ascent and Jupyter
Closing Remarks
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Keynote - Silicon Photonics: Technology Advancement and Applications
Morning Break
Shrinking Photonic Interconnection Networks from Kilometers to Millimeters
Past, Current and Future Technologies for Optical Submarine Cables
Simulation-Driven Design of Photonic Quantum Communication Networks
Overview of Silicon Photonics Components for Commercial DWDM Applications
On the Feasibility of Optical Circuit Switching for Distributed Deep Learning
Lunch Break
Photonic Switching and Computing are Coming
Sub-Microsecond Optical Circuit Switched Networks for Data Centers and HPCs
Low-Cost High-Radix Photonic Switch for Rack-Scale Computing Systems
Afternoon Break
Using the Optical Processing Unit for Large-Scale Machine Learning
An Optical Neural Network Architecture Based on Highly Parallelized WDM-Multiplier-Accumulator
Ising Machine: an Approach to Solve Combinational Optimization Problems
Panel: Rejuvenate Post-Moore's Law Information Systems with Photonics
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3nd International Workshop on Software Correctness for HPC Applications (Correctness 2019)
Correctness 2019 Morning Break
Debugging and Optimization of HPC Programs with the Verrou Tool
Exploring Regression of Data Race Detection Tools Using DataRaceBench
Correctness 2019 Lunch Break
Contained Chaos: Quality Assurance for the Community Earth System Model
Correctness 2019 Afternoon Break
Taming the Digital Wild West: Using Domain Specific Languages to Enforce Correctness Properties in Data Science, Machine Learning, and Scientific Modeling
Investigating the Impact of Mixed Precision on Correctness for a Large Climate Code
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1st Annual Workshop on Large-Scale Experiment-in-the-Loop-Computing (XLOOP)
Computational Strategies to Increase Efficiency of Gaussian-Process-Driven Autonomous Experiments
XLOOP Afternoon Break
Distributed Global Digital Volume Correlation by Optimal Transport
Balsam: Near Real-Time Experimental Data Analysis on Supercomputers
XLOOP Panel: Big Science, Big Computing
XLOOP Awards and Conclusion
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Containers and New Orchestration Paradigms for Isolated Environments in HPC (CANOPIE HPC)
Evaluation and Benchmarking of Singularity MPI Containers on EU Research e-Infrastructure
Enabling HPC workloads on Cloud Infrastructure Using Kubernetes Container Orchestration Mechanisms
CANOPIE HPC Afternoon Break
HPC Container Runtimes Have Minimal or No Performance Impact
A Case for Portability and Reproducibility of HPC Containers
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2nd International Workshop on Performance, Portability, and Productivity in HPC (P3HPC)
Opening Remarks
Performance Portability Across Diverse Computer Architectures
Performance Portability of a Wilson Dslash Stencil Operator Mini-App Using Kokkos and SYCL
An Approach for Indirectly Adopting a Performance Portability Layer in Large Legacy Codes
Panel Discussion - Application Perspectives
P3HPC Morning Break
RAJA: Portable Performance for Large-Scale Scientific Applications
Panel Session - P3 Enabling Technology
Closing Remarks
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Implementing a Common HPC Environment in a Multi-User Spack Instance
HPCSYSPROS19 Morning Break
Arbiter: Dynamically Limiting Resource Consumption on Login Nodes
A Better Way of Scheduling Jobs on HPC Systems: Simultaneous Fair-Share
Closing Remarks and Open Discussion
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CloudTraceViz: A Visualization Tool for Tracing Dynamic Usage of Cloud Computing Resources
MetricQ: A Scalable Infrastructure for Processing High-Resolution Time Series Data
MELA: A Visual Analytics Tool for Studying Multifidelity HPC System Logs
DAAC Morning Break
HyperOXN: A Novel Optical Cross-Connect Architecture for Data Centers
DAAC Industrial/University Joint Panel Discussion
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Advert: An Asynchronous Runtime for Fine-Grained Network Systems
Characterizing the Performance of Executing Many-Tasks on Summit
Assessing the Performance Impact of Using an Active Global Address Space in HPX: A Case for AGAS
Leveraging Network-Level Parallelism with Multiple Process-Endpoints for MPI Broadcast
IPDRM'2019 Morning Break
IPDRM 19 Panel
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Asynchronous Receiver-Driven Replay for Local Rollback of MPI Applications
Enforcing Crash Consistency of Scientific Applications in Non-Volatile Main Memory Systems
FTXS Morning Break
Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors
Node-Failure-Resistant Preconditioned Conjugate Gradient Method without Replacement Nodes
Closing remarks
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