Výsledky vyhledávání - algorithms and (architecture OR architektury) for parallel processing

Professional CUDA® C programming Autor Cheng, John, Grossman, Max, McKercher, Ty

“…Professional CUDA Programming in C provides down to earth coverage of the complex topic of parallel computing, a topic increasingly essential in every day computing…”
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Architektury a Optimalizace pro Kompresní Algoritmy k Dosažení Nízkého Zpoždění Realizované v (Programovatelných) Technických Prostředcích Autor Bartík, Matěj

“… Because no hardware implementations of universal lossless compression algorithms met the MVTP’s requirements, some new hardware-based optimizations and architectures had to be…”
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Evaluation of parallel particle swarm optimization algorithms within the CUDA™ architecture Autor Mussi, Luca, Daolio, Fabio, Cagnoni, Stefano

“…), which are, in fact, massively parallel processing architectures. In this paper we discuss possible approaches to parallelizing PSO on graphics hardware within the Compute Unified Device Architecture (CUDA…”
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An Alpha-Tree Algorithm for Massively Parallel Architectures Autor Carlinet, Edwin, Kaci, Quentin, Blin, Nicolas

“… In this paper, we propose the first massively parallel alpha-tree algorithm that leverages concurrent union-find data structures to exploit the SIMT…”
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Parallel and accurate k‐means algorithm on CPU‐GPU architectures for spectral clustering Autor He, Guanlin, Vialle, Stephane, Baboulin, Marc

“… We propose parallel optimization techniques for the k‐means algorithm on CPU and GPU. Particularly we use a two…”
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Auto-GNAS: A Parallel Graph Neural Architecture Search Framework Autor Chen, Jiamin, Gao, Jianliang, Chen, Yibo, Oloulade, Babatounde Moctard, Lyu, Tengfei, Li, Zhao

“… Graph neural architecture search effectively constructs the GNNs that achieve the expected model performance with the rise of automatic machine learning…”
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Max-PIM: Fast and Efficient Max/Min Searching in DRAM Autor Zhang, Fan, Angizi, Shaahin, Fan, Deliang

“… In this work, for the first time, we propose a novel 'Min/Max-in-memory' algorithm based on iterative XNOR bit-wise comparison, which supports parallel inmemory searching for minimum and maximum…”
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PV to Virtual Bus Parallel Differential Power Processing Architecture for Photovoltaic Systems Autor Nazer, Afshin, Isabella, Olindo, Manganiello, Patrizio

“…This article introduces an innovative parallel differential power processing (PDPP) architecture designed to mitigate the effect of mismatch among photovoltaic…”
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A flexible algorithm for calculating pair interactions on SIMD architectures Autor Páll, Szilárd, Hess, Berk

“… In order to reach high performance on modern CPU and accelerator architectures, single-instruction multiple-data (SIMD…”
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Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs Autor Wang, Pengyu, Li, Chao, Wang, Jing, Wang, Taolei, Zhang, Lu, Leng, Jingwen, Chen, Quan, Guo, Minyi

“…Graph sampling and random walk operations, capturing the structural properties of graphs, are playing an important role today as we cannot directly adopt computing-intensive algorithms on large-scale graphs…”
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Practical Implementation of Multichannel Filtered-x Least Mean Square Algorithm Based on the Multiple-Parallel-Branch With Folding Architecture for Large-Scale Active Noise Control Autor Shi, Dongyuan, Gan, Woon-Seng, He, Jianjun, Lam, Bhan

“… The feedforward multichannel filtered-x least mean square (FFMCFxLMS) algorithm is commonly used to dynamically adjust the transfer function of the multichannel controllers for different noise environments…”
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Parallel Pipelined Architecture and Algorithm for Matrix Transposition Using Registers Autor Zhang, Bo, Ma, Zhenguo, Luo, Wei

“…In this brief, we present a new algorithm and architecture for continuous-flow matrix transposition using registers…”
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Neural Speech Phase Prediction Based on Parallel Estimation Architecture and Anti-Wrapping Losses Autor Ai, Yang, Ling, Zhen-Hua

“… The proposed model is a cascade of a residual convolutional network and a parallel estimation architecture…”
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cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units Autor Gao, Huan, Zhu, Xiaolin, Guan, Qingfeng, Yang, Xue, Yao, Yao, Zeng, Wen, Peng, Xuantong

“…) algorithm is suitable for heterogeneous landscapes and capable of capturing abrupt land-cover changes…”
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InnerSP: A Memory Efficient Sparse Matrix Multiplication Accelerator with Locality-Aware Inner Product Processing Autor Baek, Daehyeon, Hwang, Soojin, Heo, Taekyung, Kim, Daehoon, Huh, Jaehyuk

“… To mitigate the memory access overheads, recent accelerator designs advocated the outer product processing which minimizes input accesses but generates intermediate products to be merged to the final output matrix…”
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New parallel computing algorithm of molecular dynamics for extremely huge scale biological systems Autor Jung, Jaewoon, Kobayashi, Chigusa, Kasahara, Kento, Tan, Cheng, Kuroda, Akiyoshi, Minami, Kazuo, Ishiduki, Shigeru, Nishiki, Tatsuo, Inoue, Hikaru, Ishikawa, Yutaka, Feig, Michael, Sugita, Yuji

“…In this paper, we address high performance extreme‐scale molecular dynamics (MD) algorithm in the GENESIS software to perform cellular…”
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MoDL: Model-Based Deep Learning Architecture for Inverse Problems Autor Aggarwal, Hemant K., Mani, Merry P., Jacob, Mathews

“…)-based regularization prior. The proposed formulation provides a systematic approach for deriving deep architectures for inverse problems with the arbitrary structure…”
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Parallel Implementation of Key Algorithms for Intelligent Processing of Graphic Signal Data of Consumer Digital Equipment Autor Huang, Changbing, Li, Ruibo, Li, Aiping

“… The purpose of this paper is to process the graphic signal data in enterprise digital equipment and improve the efficiency of algorithm task processing in the system…”
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IMAGING: In-Memory AlGorithms for Image processiNG Autor Haj-Ali, Ameer, Ben-Hur, Rotem, Wald, Nimrod, Ronen, Ronny, Kvatinsky, Shahar

“…Data-intensive applications such as image processing suffer from massive data movement between memory and processing units…”
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An Ising Model-Based Parallel Tempering Processing Architecture for Combinatorial Optimization Autor Zhang, Yang, Wang, Xiangrui, Fan, Gaopeng, Cao, Yuan, Liu, Yiqiu, Yang, Yongkui, Yao, Enyi

“… This article presents a novel parallel tempering processing architecture (PTPA) based on the fully connected Ising model to address these issues…”
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