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Оглавление
- Title Page
- Preface
- Conference Organisation
- Contents
- Opening
- Four Decades of Cluster Computing
- Invited Talks
- Will We Ever Have a Quantum Computer?
- Empowering Parallel Computing with Field Programmable Gate Arrays
- Main Track
- Deep Learning Applications
- First Experiences on Applying Deep Learning Techniques to Prostate Cancer Detection
- Deep Generative Model Driven Protein Folding Simulations
- Economics
- A Scalable Approach to Econometric Inference
- Cloud vs On-Premise HPC: A Model for Comprehensive Cost Assessment
- GPU Computing Methods
- GPU Architecture for Wavelet-Based Video Coding Acceleration
- GPGPU Computing for Microscopic Pedestrian Simulation
- High Performance Eigenvalue Solver for Hubbard Model: Tuning Strategies for LOBPCG Method on CUDA GPU
- Parallel Smoothers in Multigrid Method for Heterogeneous CPU-GPU Environment
- Load Balancing Methods
- Progressive Load Balancing in Distributed Memory. Mitigating Performance and Progress Variability in Iterative Asynchronous Algorithms
- Learning-Based Load Balancing for Massively Parallel Simulations of Hot Fusion Plasmas
- Load-Balancing for Large-Scale Soot Particle Agglomeration Simulations
- On the Autotuning of Task-Based Numerical Libraries for Heterogeneous Architectures
- Parallel Algorithms
- Batched 3D-Distributed FFT Kernels Towards Practical DNS Codes
- On Superlinear Speedups of a Parallel NFA Induction Algorithm
- A Domain Decomposition Reduced Order Model with Data Assimilation (DD-RODA)
- Predicting Performance of Classical and Modified BiCGStab Iterative Methods
- Parallel Applications
- Gadget3 on GPUs with OpenACC
- Exploring High Bandwidth Memory for PET Image Reconstruction
- Parallel Architecture
- The Architecture of Heterogeneous Petascale HPC RIVR
- Design of an FPGA-Based Matrix Multiplier with Task Parallelism
- Application Performance of Physical System Simulations
- Parallel Methods
- A Hybrid MPI+Threads Approach to Particle Group Finding Using Union-Find
- Parallel Performance
- Improving the Scalability of the ABCD Solver with a Combination of New Load Balancing and Communication Minimization Techniques
- Characterization of Power Usage and Performance in Data-Intensive Applications Using MapReduce over MPI
- Feedback-Driven Performance and Precision Tuning for Automatic Fixed Point Exploitation
- Parallel Programming
- A GPU-CUDA Framework for Solving a Two-Dimensional Inverse Anomalous Diffusion Problem
- Parallelization Strategies for GPU-Based Ant Colony Optimization Applied to TSP
- DBCSR: A Blocked Sparse Tensor Algebra Library
- Acceleration of Hydro Poro-Elastic Damage Simulation in a Shared-Memory Environment
- BERTHA and PyBERTHA: State of the Art for Full Four-Component Dirac-Kohn-Sham Calculations
- Prediction-Based Partitions Evaluation Algorithm for Resource Allocation
- Unified Generation of DG-Kernels for Different HPC Frameworks
- Invasive Computing for Power Corridor Management
- Enforcing Reference Capability in FastFlow with Rust
- Performance
- AITuning: Machine Learning-Based Tuning Tool for Run-Time Communication Libraries
- Towards Benchmarking the Asynchronous Progress of Non-Blocking MPI Operations
- Power Management
- Acceleration of Interactive Multiple Precision Arithmetic Toolbox MuPAT Using FMA, SIMD, and OpenMP
- Dynamic Runtime and Energy Optimization for Power-Capped HPC Applications
- Programming Paradigms
- Paradigm Shift in Program Structure of Particle-in-Cell Simulations
- Backus FP Revisited: A Parallel Perspective on Modern Multicores
- Multi-Variant User Functions for Platform-Aware Skeleton Programming
- Scalability Analysis
- POETS: Distributed Event-Based Computing - Scaling Behaviour
- Towards High-End Scalability on Biologically-Inspired Computational Models
- Scientific Visualization
- GraphiX: A Fast Human-Computer Interaction Symmetric Multiprocessing Parallel Scientific Visualization Tool
- When Parallel Performance Measurement and Analysis Meets In Situ Analytics and Visualization
- Stream Processing
- Seamless Parallelism Management for Video Stream Processing on Multi-Cores
- High-Level Stream Parallelism Abstractions with SPar Targeting GPUs
- Deep Learning Applications
- Mini-Symposia
- Energy-Efficient Computing on Parallel Architectures (ECOPAR)
- Energy-Efficiency Evaluation of FPGAs for Floating-Point Intensive Workloads
- GPU Acceleration of Four-Site Water Models in LAMMPS
- Energy Consumption of MD Calculations on Hybrid and CPU-Only Supercomputers with Air and Immersion Cooling
- Direct N-Body Application on Low-Power and Energy-Efficient Parallel Architectures
- Performance and Energy Efficiency of CUDA and OpenCL for GPU Computing Using Python
- Computational Performances and Energy Efficiency Assessment for a Lattice Boltzmann Method on Intel KNL
- Performance, Power Consumption and Thermal Behavioral Evaluation of the DGX-2 Platform
- On the Performance and Energy Efficiency of Sparse Matrix-Vector Multiplication on FPGAs
- Evaluation of DVFS and Uncore Frequency Tuning Under Power Capping on Intel Broadwell Architecture
- ELPA - A Parallel Dense Eigensolver for Symmetric Matrices with Applications in Computational Chemistry
- ELPA: A Parallel Solver for the Generalized Eigenvalue Problem
- ParaFPGA 2019. Parallel Computing with FPGAs
- Parallel Totally Induced Edge Sampling on FPGAs
- An Implementation of Non-Local Means Algorithm on FPGA
- Accelerating Binarized Convolutional Neural Networks with Dynamic Partial Reconfiguration on Disaggregated FPGAs
- Porting a Lattice Boltzmann Simulation to FPGAs Using OmpSs
- A Processor Architecture for Executing Global Cellular Automata as Software
- Crossbar Implementation with Partial Reconfiguration for Stream Switching Applications on an FPGA
- Tools and Infrastructure for Reproducibility in Data-Intensive Applications
- Cryptographic Methods with a Pli Cachet?. Towards the Computational Assurance of Integrity
- Replicating Machine Learning Experiments in Materials Science
- Documenting Computing Environments for Reproducible Experiments
- Toward Enabling Reproducibility for Data-Intensive Research Using the Whole Tale Platform
- Energy-Efficient Computing on Parallel Architectures (ECOPAR)
- Subject Index
- Author Index
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