Parallel computing is everywhere / edited by Sanzio Bassini [and four others].

Format:

Book

Contributor:

Bassini, Sanzio, editor.

Series:

Advances in parallel computing. 0927-5452 ; Volume 32.

Advances in parallel computing ; Volume 32

Language:

English

Subjects (All):

Parallel processing (Electronic computers).

Physical Description:

1 online resource (852 pages).

Edition:

1st ed.

Place of Publication:

Amsterdam ; Belin ; Washington, DC : IOS Press, [2018]

Summary:

The most powerful computers work by harnessing the combined computational power of millions of processors, and exploiting the full potential of such large-scale systems is something which becomes more difficult with each succeeding generation of parallel computers.

Contents:

Title Page

Preface

Conference Organisation

Contents

Invited Talks

Smart Systems, the Fourth Industrial Revolution and New Challenges in Distributed Computing

Main Track

High Performance Scientific Applications

Application of Eisenstat-SSOR Preconditioner to Realistic Stress Analysis Problems by Parallel Cache-Cache Computing

Communication Avoiding Neumann Expansion Preconditioner for LOBPCG Method: Convergence Property of Exact Diagonalization Method for Hubbard Model

Long Range Forces in a Performance Portable Molecular Dynamics Framework

Porting of the DBCSR Library for Sparse Matrix-Matrix Multiplications to Intel Xeon Phi Systems

Benchmarking a Hemodynamics Application on Intel Based HPC Systems

Memetic Phase Retrieval and HPC for the Imaging of Matter at Atomic Resolution

Communication Hiding Pipelined Krylov Methods. On Parallel Performance and Numerical Stability of Pipelined Conjugate Gradients

Solving Sparse Linear Systems of Equations Using Fortran Coarrays

Design Towards Modern High Performance Numerical LA Library Enabling Heterogeneity and Flexible Data Formats

Spectral Acceleration of Parallel Iterative Eigensolvers for Large Scale Scientific Computing

Scalable Block-Tridiagonal Eigensolvers in the Context of Electronic Structure Calculations

A Parallel Scheduling Algorithm to Solve Triangular Band Systems on Multicore Machine

Parallel Ray Tracing Algorithm for Numerical Analysis in Radiative Media Physics

A Parallel Simulator of Quench in Superconducting Magnets

SPUX: Scalable Particle Markov Chain Monte Carlo for Uncertainty Quantification in Stochastic Ecological Models

A Parallel Module for Multiblock Structured Grids in JASMIN and Its Applications.

Performance Evaluation and Optimization of MagnetoHydroDynamic Simulation for Planetary Magnetosphere with Xeon Phi KNL

Real Time and Adaptive Systems

Optimizing Communication and Synchronization in CAF Applications

State-Aware Concurrency Throttling

On Architecture for the Future Petascale Computing

Popularity-Based Caching of CMS Datasets

Self-Scheduling for a Heterogeneous Distributed Platform

CalCul: A Python-Based Workspace for High-Performance Parameters-Sweep in Scientific Legacy Codes

Comparing Actor System Topologies and Parameters Using BeCoMe

Energy/Performance Tradeoff

A Bottleneck-Centric Tuning Policy for Optimizing Energy in Parallel Programs

Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node

Optimizing a RBF Interpolation Solver for Energy on Heterogeneous Systems

Implications of Reduced-Precision Computations in HPC: Performance, Energy and Error

Design-Time Analysis for the READEX Tool Suite

A Nature-Inspired, Anytime and Parallel Algorithm for Data Stream Clustering

Accelerators

GPU-Accelerated and Storage-Efficient Implementation of the QR Decomposition

A Fast Implementation of a Spectral Finite Elements Method on CPU and GPU Applied to Ultrasound Propagation

SYCL-BLAS: Combining Expression Trees and Kernel Fusion on Heterogeneous Systems

Multi-GPU k-Nearest Neighbor Search in the Context of Data Embedding

Strategies for Forward Modelling of Infrared Radiative Transfer on GPUs

Deeply Heterogeneous Many-Accelerator Infrastructure for HPC Architecture Exploration

Towards a Unified CPU-GPU Code Hybridization: A GPU Based Optimization Strategy Efficient on Other Modern Architectures

Vectorization Strategies for Ant Colony Optimization on Intel Architectures

Graphs and Big Data.

Using Complex-Network Properties for Efficient Graph Analysis

Characterization of Genomic Data Using Graph Databases

Optimal Nine Node Diffusion for Special Torus Graphs

Load Balancing and Fault Tolerance

Improving the Performance of Parallel SpMV Operations on NUMA Systems with Adaptive Load Balancing

Load Balancing with p4est for Short-Range Molecular Dynamics with ESPResSo

Dynamic Load Balancing of Monte Carlo Particle Transport Applications on HPC Clusters

Enabling Application-Integrated Proactive Fault Tolerance

Parallel IO in the LFRic Infrastructure

Compiler Directives for Parallel Computing

Task Based Parallelism with OpenMP: A Case Study with DL_POLY_4

An Efficient SIMD Implementation of Pseudo-Verlet Lists for Neighbour Interactions in Particle-Based Codes

Exploiting Hierarchical Parallelism in an Astrophysical Equation of State Using OpenACC and OpenMP

On the Implementation of OpenMP and Hybrid MPI/OpenMP Parallelization Strategies for an Explicit DG Solver

AI and Machine Learning

Implementing Deep Neural Networks on Fresh Breeze

A Performance Study of Machine and Deep Learning Frameworks on Cineca HPC Systems

High Level Programming Models

Towards Distributed Parallel Programming Support for the SPar DSL

High-Level Parallel Implementation of Swarm Intelligence-Based Optimization Algorithms with Algorithmic Skeletons

Distributed Event-Based Computing

Cloud

Adaptive Execution of Parallel Programs on Grids and Clouds

Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances

Mini Symposia

ParaFPGA 2017

ParaFPGA 2017: Enlarging the Scope of Parallel Programming with FPGAs

Bridging the Gap Between Software and Hardware Designers Using High-Level Synthesis

Pipelined Streaming Computation of Histogram in FPGA OpenCL.

Implementation of the K-Means Algorithm on Heterogeneous Devices: A Use Case Based on an Industrial Dataset

On Coding Techniques for Targeting FPGAs via OpenCL

Highly Parallel Lattice QCD Wilson Dirac Operator with FPGAs

REPARA 2017

RePara 2017 MiniSymposium: The 3rd International Workshop on Reengineering for Parallelism in Heterogeneous Parallel Platforms

Simultaneous Multiprocessing on a FPGA+CPU Heterogeneous System-On-Chip

A Tool to Support FastFlow Program Design

Higher-Level Parallelism Abstractions for Video Applications with SPar

Towards a Software Transactional Memory for Heterogeneous CPU-GPU Processors

Energy Aware Scientific Computing on Low Power and Heterogeneous Architectures

MiniSymposium on Energy Aware Scientific Computing on Low Power and Heterogeneous Architectures

Multi-Node Advanced Performance and Power Analysis with Paraver

Energy-Efficiency Evaluation of Intel KNL for HPC Workloads

Optimization of Finite-Differencing Kernels for Numerical Relativity Applications

Large Scale Low Power Computing System: Status of Network Design in ExaNeSt and EuroExa Projects

The Brain on Low Power Architectures: Efficient Simulation of Cortical Slow Waves and Asynchronous States

The INFN COSA Project: Low-Power Computing and Storage

Edge Computing

MiniSymposium on Edge Computing

Edge-as-a-Service: Towards Distributed Cloud Architectures

Flexible Distributed Computing Across End-Devices, the Edge and the Cloud

Power Modelling for Heterogeneous Cloud-Edge Data Centers

Edge and Cloud Provider Cost Minimization by Exploiting Extended Voltage and Frequency Margins

Subject Index

Author Index.

Notes:

Description based on print version record.

Description based on publisher supplied metadata and other sources.

ISBN:

1-61499-843-4

OCLC:

1031468773