Advances in parallel Computing series presents the theory and use of of parallel computer systems, including vector, pipeline, array, fifth and future generation computers and neural computers. This volume features or...
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ISBN:
(数字)9780080538433
ISBN:
(纸本)9780444516893
Advances in parallel Computing series presents the theory and use of of parallel computer systems, including vector, pipeline, array, fifth and future generation computers and neural computers. This volume features original research work, as well as accounts on practical experience with and techniques for the use of parallel computers.
Approximate computing enhances energy efficiency by allowing hardware to deliver sufficiently accurate results tailored to specific applications, prioritizing energy savings over absolute precision. An essential domai...
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Computer systems that have been successfully deployed for dense regular workloads fall short of achieving scalability and efficiency when applied to irregular and dynamic graph applications. Conventional computing sys...
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Breaking down the parallel time into work, idleness, and overheads is crucial for assessing the performance of HPC applications, but difficult to measure in asynchronous dependent tasking runtime systems. No existing ...
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In recent years, with the development of machine learning, plenty of personal data have been utilized in the training process of the models which incurs severe privacy leakage in the field. Current regulations mandate...
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The proceedings contain 14 papers. The topics discussed include: highly scalable near memory processing with migrating threads on the emu system architecture;parallel interval stabbing on the automata processor;an opt...
ISBN:
(纸本)9781509038671
The proceedings contain 14 papers. The topics discussed include: highly scalable near memory processing with migrating threads on the emu system architecture;parallel interval stabbing on the automata processor;an optimized multicolor point-implicit solver for unstructured grid applications on graphics processing units;optimizing sparse tensor times matrix on multi-core and many-core architectures;compiler transformation to generate hybrid sparse computations;an OpenCL framework for distributed apps on a multidimensional network of FPGAs;fast parallel cosine K-nearest neighbor graph construction;performance evaluation of parallel sparse tensor decomposition implementations;implementation and evaluation of data-compression algorithms for irregular-grid iterative methods on the PEZY-SC processor;dynamic load balancing for high-performance graph processing on hybrid CPU-GPU platforms;a fast level-set segmentation algorithm for image processing designed for parallelarchitectures;HISC/R: an efficient hypersparse-matrix storage format for scalable graph processing;optimized distributed work-stealing;and fine-grained parallelism in probabilistic parsing with Habanero Java.
The proceedings contain 11 papers. The topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed ac...
ISBN:
(纸本)9781450351362
The proceedings contain 11 papers. The topics discussed include: overcoming load imbalance for irregular sparse matrices;optimizing Word2Vec performance on multicore systems;parallel depth-first search for directed acyclic graphs;progressive load balancing of asynchronous algorithms;a case for migrating execution for irregular applications;pressure-driven hardware managed thread concurrency for irregular applications;an efficient data layout transformation algorithm for locality-aware parallel sparse FFT;spherical region queries on multicore architectures;evaluation of knight landing high bandwidth memory for HPC workloads;enabling work-efficiency for high performance vertex-centric graph analytics on GPUs;and accelerating energy games solvers on modern architectures.
The proceedings contain 8 papers. The topics discussed include: accelerating domain propagation: an efficient GPU-parallel algorithm over sparse matrices;parallelizing irregular computations for molecular docking;redu...
ISBN:
(纸本)9780738110905
The proceedings contain 8 papers. The topics discussed include: accelerating domain propagation: an efficient GPU-parallel algorithm over sparse matrices;parallelizing irregular computations for molecular docking;reducing queuing impact in irregular data streaming applications;supporting irregularity in throughput-oriented computing by SIMT-SIMD integration;DistDGL: distributed graph neural network training for billion-scale graphs;labeled triangle indexing for efficiency gains in distributed interactive subgraph search;distributed memory graph coloring algorithms for multiple GPU;and performance evaluation of the vectorizable binary search algorithms on an FPGA platform.
A plenitude of digital twin reviews have been published in recent years, most of which, however, solely review project-specific digital twin implementations or focus on specific application areas within civil engineer...
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