Parallel Computing : Accelerating Computational Science and Engineering (CSE).

Title Page -- Preface -- Conference Organisation -- Contents -- Invited Talks -- Extreme Data Science at the National Energy Research Scientific Computing (NERSC) Center -- Performance Analysis Techniques for the Exascale Co-Design Process -- Parallel Programming Models -- XMP-IO Function and Its Application to MapReduce on the K Computer -- POLCA - A Programming Model for Large Scale, Strongly Heterogeneous Infrastructures -- Exploitation of Quality/Throughput Tradeoffs in Image Processing Through Invasive Computing -- An Efficient Thread Mapping Strategy for Multiprogramming on Manycore Processors -- A Scalable Farm Skeleton for Heterogeneous Parallel Programming -- Towards Truly Boolean Arrays in Data-Parallel Array Processing -- Deep Packet Inspection on Commodity Hardware Using FastFlow -- Performance Analysis and Tools -- Formalizing Bottlenecks in Task-Based OpenMP Applications -- Characterizing Performance of Applications on Blue Gene/Q -- Specification of Periscope Tuning Framework Plugins -- Parallel Numerical Linear Algebra -- On Using Speculative Computations for Parallel Reduction to Tridiagonal Form -- Fast Approximate Solution of the Non-Symmetric Generalized Eigenvalue Problem on Multicore Architectures -- Locality Optimization on a NUMA Architecture for Hybrid LU Factorization -- Variable Block Algebraic Recursive Multilevel Solver (VBARMS) for Sparse Linear Systems -- A Proposal of a Single-Synchronized Solver Suited to Large Scale Linear Systems on Parallel Computers with Distributed Memory -- Approximate Inverse Preconditioners for Krylov Methods on Heterogeneous Parallel Computers -- Cache and Energy Efficiency of Sparse Matrix-Vector Multiplication for Different BLAS Numerical Types with the RSB Format -- Heterogeneous Sparse Matrix Computations on Hybrid GPU/CPU Platforms -- Parallel Algorithms.

MapReduce Streaming Algorithms for Laplace Relaxation on the Cloud -- Space Exploration Using Parallel Orbits: A Study in Parallel Symbolic Computing -- SFC-Based Communication Metadata Encoding for Adaptive Mesh Refinement -- Graph Repartitioning with Both Dynamic Load and Dynamic Processor Allocation -- ForestClaw: Hybrid Forest-of-Octrees AMR for Hyperbolic Conservation Laws -- A Space-Time Parallel Solver for the Three-Dimensional Heat Equation -- An Efficient Pipelined Implementation of Space-Time Parallel Applications -- GPU Computing and Applications -- Efficient GPU-Based Optimization of Volume Meshes -- Fast Uniform Grid Construction on GPGPUs Using Atomic Operations -- Porting Large HPC Applications to GPU Clusters: The Codes GENE and VERTEX -- Numerical Simulation of the Low Compressible Viscous Gas Flows on GPU-Based Hybrid Supercomputers -- Simulation of Multiphase Flows in the Subsurface on GPU-Based Supercomputers -- Atomic Computing - A Different Perspective on Massively Parallel Problems -- Parallelisation and Optimisation of Large-Scale Applications -- Accelerating SeisSol by Generating Vectorized Code for Sparse Matrix Operators -- Experience with the MPI/STARSS Programming Model on a Large Production Code -- Exploiting Data- and Task-Parallelism in the Solution of Riccati Equations on Multicore Servers and GPUs -- Testing and Implementing Some New Algorithms Using the FFTW Library on Massively Parallel Supercomputers -- Performance Measurements of MHD Simulation for Planetary Magnetosphere on Peta-Scale Computer FX10 -- Parallel Simulations of Self-Propelled Microorganisms -- Improving Communication Performance of Sparse Linear Algebra for an Atomistic Simulation Application -- NEMORB's Fourier Filter and Distributed Matrix Transposition on Petaflop Systems.

Parallel Computing Design for Exact Diagonalization Scheme on Multi-Band Hubbard Cluster Models -- ParCo PhD Symposium -- ParCo 2013 PhD Symposium -- Numerical Experiments with New Algorithms for Parallel Decomposition of Large Computational Meshes -- A Distributed Algorithm for the Permutation Flow Shop Problem - An Empirical Analysis -- GPI2 for GPUs: A PGAS Framework for Efficient Communication in Hybrid Clusters -- A Fault Tolerant Implementation of Multi-Level Monte Carlo Methods -- High Performance CPU/GPU Multiresolution Poisson Solver -- Mini-Symposium "Parallel Computing with FPGAs (ParaFPGA2013) -- ParaFPGA 2013: Harnessing Programs, Power and Performance in Parallel FPGA Applications -- High-Level Synthesis Revised: Generation of FPGA Accelerators from a Domain-Specific Language Using the Polyhedron Model -- Compiling a Dataflow-Based Language Abstraction onto an FPGA -- Timing Driven C-Slow Retiming on RTL for MultiCores on FPGAs -- Performance and Resource Modeling for FPGAs Using High-Level Synthesis Tools -- Interactive Graph Cuts Using FPGA -- An Image Filter System Based on Dynamic Partial Reconfiguration on FPGA -- Investigating Energy Consumption of an SRAM-Based FPGA for Duty-Cycle Applications -- Mini-Symposium "High-Dimensional Meets Parallel - Algorithms and Applications -- High-Dimensional Meets Parallel: Algorithms and Applications -- Global Communication Schemes for the Sparse Grid Combination Technique -- Load Balancing for Massively Parallel Computations with the Sparse Grid Combination Technique -- A Parallel Fault Tolerant Combination Technique -- Managing Complexity in the Parallel Sparse Grid Combination Technique -- Scalability and Fault Tolerance of the Alternating Direction Method of Multipliers for Sparse Grids -- Mini-Symposium "Application Autotuning for HPC (Architectures).

Mini-Symposium on Application Autotuning for HPC -- Investigating Performance Benefits from OpenACC Kernel Directives -- Application-Independent Autotuning for GPUs -- Autotuning of Pattern Runtimes for Accelerated Parallel Systems -- Empirical Performance Modeling of GPU Kernels Using Active Learning -- Crowdtuning: Systematizing Auto-Tuning Using Predictive Modeling and Crowdsourcing -- Autotuning the Energy Consumption -- Potentials and Limitations for Energy Efficiency Auto-Tuning -- Mini-Symposium "Extreme Scaling on SuperMUC -- Extreme Scaling Workshop at the LRZ -- Extreme Scaling of Lattice Quantum Chromodynamics -- End-to-End Parallel Simulations with APES -- Towards Petaflops Capability of the VERTEX Supernova Code -- Scaling of the GROMACS 4.6 Molecular Dynamics Code on SuperMUC -- Mini-Symposium "Parallel Programming for Heterogeneous Architectures -- Parallel Programming for Heterogeneous Architectures -- Execution Schemes for the NPB-MZ Benchmarks on Hybrid Architectures: A Comparative Study -- Scilab on a Hybrid Platform -- Divide and Conquer Parallelization of Finite Element Method Assembly -- Cudagrind: A Valgrind Extension for CUDA -- Profiling Hybrid HMPP Applications with Score-P on Heterogeneous Hardware -- Binary Instrumentation for Scalable Performance Measurement of OpenMP Applications -- A Case Study: Holistic Performance Analysis on Heterogeneous Architectures Using the Vampir Toolchain -- Further Mini-Symposium Contributions -- PRACE DECI (Distributed European Computing Initiative) Minisymposium -- A Generic Prototype to Benchmark Algorithms and Data Structures for Hierarchical Hybrid Grids -- Towards a Performance Engineering Workflow for OpenMP 4.0 -- Theoretical Measures of Cache Efficiency for Tetrahedral Adaptive Meshes. A Case Study with a Quasi Space-Filling Curve Order -- Author Index.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.