Výsledky vyhledávání - Parallel processing (Computer science)

Using OpenCL: programming massively parallel computers Autor Kowalik, Janusz S, Puzniakowski, Tadeusz

“…In 2011 many computer users were exploring the opportunities and the benefits of the massive parallelism offered by heterogeneous computing…”
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Pro TBB : C++ parallel programming with threading building blocks Autor Voss, Michael, Asenjo, Rafael, Reinders, James

“…). Written by TBB and parallel programming experts, this book reflects their collective decades of experience in developing and teaching parallel programming with TBB, offering their insights in an approachable manner…”
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Parallel Spectral Clustering in Distributed Systems Autor Chen, Wen-Yen, Song, Yangqiu, Bai, Hongjie, Lin, Chih-Jen, Chang, Edward Y.

“… We parallelize both memory use and computation on distributed computers. Through an empirical study on a document data set of 193,844 instances and a photo data set of 2,121,863, we show that our parallel algorithm can effectively handle large problems…”
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Parallel spatio-temporal attention-based TCN for multivariate time series prediction Autor Fan, Jin, Zhang, Ke, Huang, Yipan, Zhu, Yifei, Chen, Baiping

“… Temporal convolutional networks (TCNs) do not suffer from gradient problems and they support parallel calculations, making them a more appropriate choice…”
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Parallel and Distributed Processing: 11th IPPS/SPDP’99 Workshops Held in Conjunction with the 13th International Parallel Processing Symposium and 10th Symposium on Parallel and Distributed Processing San Juan, Puerto Rico, USA, April 12–16, 1999 Proceedings Autor Rolim, José, Mueller, Frank, Zomaya, Albert Y, Ercal, Fikret, Olariu, Stephan, Ravindran, Binoy, Gustafsson, Jan, Takada, Hiroaki, Olsson, Ron, Kale, Laxmikant V, Beckman, Pete, Haines, Matthew, ElGindy, Hossam, Caromel, Denis, Chaumette, Serge, Fox, Geoffrey, Pan, Yi, Li, Keqin, Yang, Tao, Chiola, G, Conte, G, Mancini, L. V, Méry, Domenique, Sanders, Beverly, Bhatt, Devesh, Prasanna, Viktor

“…; Java for Parallel and Distributed Computing; Optics and Computer Science; Solving Irregularly Structured Problems in Parallel…”
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DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Autor Li, Muyang, Cai, Tianle, Cao, Jiaxin, Zhang, Qinsheng, Cai, Han, Bai, Junjie, Jia, Yangqing, Li, Kai, Han, Song

“…Diffusion models have achieved great success in synthesizing high-quality images. However, generating high-resolution images with diffusion models is still…”
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Parallel processing algorithm for railway signal fault diagnosis data based on cloud computing Autor Cao, Yuan, Li, Peng, Zhang, Yuzhuo

“…To explore the data processing of high-speed railway fault signal diagnosis based on MapReduce algorithm, the partitioning strategy of data flow was improved, and Bias classification algorithm…”
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PEA: Parallel electrocardiogram-based authentication for smart healthcare systems Autor Zhang, Yin, Gravina, Raffaele, Lu, Huimin, Villari, Massimo, Fortino, Giancarlo

“… Thus, this paper proposes a parallel ECG-based authentication called PEA. Specifically, this paper proposes a hybrid ECG feature extraction method that integrated…”
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A scalable processing-in-memory accelerator for parallel graph processing Autor Ahn, Junwhan, Hong, Sungpack, Yoo, Sungjoo, Mutlu, Onur, Choi, Kiyoung

“…The explosion of digital data and the ever-growing need for fast data analysis have made in-memory big-data processing in computer systems increasingly important…”
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Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture Autor Rehman, Zia ur, Khan, Muhammad Attique, Ahmed, Fawad, Damaševičius, Robertas, Naqvi, Syed Rameez, Nisar, Wasif, Javed, Kashif

“… Here a parallel framework for real‐time apple leaf disease identification and classification is proposed…”
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Fastpitch: Parallel Text-to-Speech with Pitch Prediction Autor Lancucki, Adrian

“…We present FastPitch, a fully-parallel text-to-speech model based on FastSpeech, conditioned on fundamental frequency contours…”
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Dynamic and multi-objective reconfiguration of distribution network using a novel hybrid algorithm with parallel processing capability Autor Jafari, Amirreza, Ganjeh Ganjehlou, Hamed, Baghal Darbandi, Farzad, Mohammadi-Ivatloo, Behnam, Abapour, Mehdi

“…The configuration of the networks leads to significant effect on the power quality factors like power loss, voltage profile, reliability, and networks…”
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Contemporary high performance computing : from petascale toward exascale Autor Vetter, Jeffrey S.

“… The second part provides a detailed look at the ecosystem, science, and organization of particular HPC sites…”
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In-Memory Big Data Management and Processing: A Survey Autor Zhang, Hao, Chen, Gang, Ooi, Beng Chin, Tan, Kian-Lee, Zhang, Meihui

“…Growing main memory capacity has fueled the development of in-memory big data management and processing…”
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A smart multi-objective differential evolution algorithm for energy-efficient scheduling in parallel batch processing machines Autor Chen, Yarong, Su, Hansen, Rauf, Mudassar, Zhao, Xue, Wang, Chen

“… for achieving carbon neutrality. This study leverages soft computing to investigate the parallel batch processing machine scheduling problem (PBPMSP…”
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A GAN Guided Parallel CNN and Transformer Network for EEG Denoising Autor Yin, Jin, Liu, Aiping, Li, Chang, Qian, Ruobing, Chen, Xun

“… To address these issues, we propose a GAN guided parallel CNN and transformer network, named GCTNet…”
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Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System Autor Huang, Tsung-Wei, Lin, Dian-Lun, Lin, Chun-Xun, Lin, Yibo

“…Taskflow aims to streamline the building of parallel and heterogeneous applications using a lightweight task graph-based approach…”
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RAAGR2-Net: A brain tumor segmentation network using parallel processing of multiple spatial frames Autor Rehman, Mobeen Ur, Ryu, Jihyoung, Nizami, Imran Fareed, Chong, Kil To

“…Brain tumors are one of the most fatal cancers. Magnetic Resonance Imaging (MRI) is a non-invasive method that provides multi-modal images containing important…”
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Nature-inspired optimization algorithms Autor Yang, Xin-She

“…Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization.The book's unified…”
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An Efficient and Scalable Semiconductor Architecture for Parallel Automata Processing Autor Dlugosch, Paul, Brown, Dave, Glendenning, Paul, Leventhal, Michael, Noyes, Harold

“…We present the design and development of the automata processor, a massively parallel non-von Neumann semiconductor architecture that is purpose-built for automata processing…”
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