Výsledky vyhledávání - scalable parallel programming

CUDA: Scalable parallel programming for high-performance scientific computing Autor Luebke, D.

“… Unlike multicore CPU architectures, which currently ship with two or four cores, GPU architectures are "manycore" with hundreds of cores capable of running thousands of threads in parallel…”
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Scalable parallel programming Autor Nickolls, John, Buck, Ian, Garland, Michael, Skadron, Kevin

“…The advent of multicore CPUs and manycore GPUs means that mainstream processor chips are now parallel systems…”
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Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing Autor Fuller, Elliot J, Keene, Scott T, Melianas, Armantas, Wang, Zhongrui, Agarwal, Sapan, Li, Yiyang, Tuchman, Yaakov, James, Conrad D, Marinella, Matthew J, Yang, J Joshua, Salleo, Alberto, Talin, A Alec

“…Neuromorphic computers could overcome efficiency bottlenecks inherent to conventional computing through parallel programming and readout of artificial neural network weights in a crossbar memory array…”
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Scalable Parallel Processing: Architectural Models, Real-Time Programming, and Performance Evaluation Autor Mirela Sino, Ervin Domazet

“… Special emphasis is placed on the role of parallel programming in real-time systems, with a focus on APIs such as OpenMP and Ada, which facilitate structured parallelism…”
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Scalable parallel programming with CUDA introduction Autor Nickolls, John

“…Presents a collection of slides covering the following topics: scalable parallel programming; GPU; CPU…”
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Safe and scalable parallel programming with session types Autor Ng, Chun Wang Nicholas

“…Parallel programming is a technique that can coordinate and utilise multiple hardware resources simultaneously, to improve the overall computation performance…”
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A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP Autor Merelli, Ivan, Popovič, Aleš, Martínez, Yuliana, Trujillo, Leonardo, Muñoz, Luis, Castelli, Mauro, Beretta, Stefano, Milanesi, Luciano

“…There are many molecular biology approaches to the analysis of microRNA (miRNA) and target interactions, but the experiments are complex and expensive. For…”
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Abstractions for portable, scalable parallel programming Autor Alverson, G.A., Griswold, W.G., Lin, C., Notkin, D., Snyder, L.

“…In parallel programming, the need to manage communication, load imbalance, and irregularities in the computation puts substantial demands on the programmer…”
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Fast Parallel Markov Clustering in Bioinformatics Using Massively Parallel Computing on GPU with CUDA and ELLPACK-R Sparse Format Autor Bustamam, A., Burrage, K., Hamilton, N. A.

“… Meanwhile, GPU computing, which uses CUDA tool for implementing a massively parallel computing environment in the GPU card, is becoming a very powerful, efficient, and low-cost option to achieve…”
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Scalable parallel programming for high performance seismic simulation on petascale heterogeneous supercomputers Autor Zhou, Jun

“…The 1994 Northridge earthquake in Los Angeles, California, killed 57 people, injured over 8,700 and caused an estimated $20 billion in damage. Petascale…”
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Function Shipping in a Scalable Parallel Programming Model Autor Yang, Chaoran

“… These applications pose significant challenges to achieving scalable performance on large scale parallel systems…”
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A scalable cellular implementation of parallel genetic programming Autor Folino, G., Pizzuti, C., Spezzano, G.

“…A new parallel implementation of genetic programming (GP) based on the cellular model is presented and compared with both canonical GP and the island model approach…”
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Scalable parallel programming with CUDA

“…Presents a collection of slides covering the following topics: CUDA parallel programming model…”
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A Scalable Farm Skeleton for Hybrid Parallel and Distributed Programming Autor Ernsting, Steffen, Kuchen, Herbert

“…Multi-core processors and clusters of multi-core processors are ubiquitous. They provide scalable performance yet introducing complex and low-level programming models for shared and distributed memory programming…”
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TAPA: A Scalable Task-Parallel Dataflow Programming Framework for Modern FPGAs with Co-Optimization of HLS and Physical Design Autor Guo, Licheng, Yuze Chi, Lau, Jason, Song, Linghao, Tian, Xingyu, Khatti, Moazin, Qiao, Weikang, Wang, Jie, Ecenur Ustun, Fang, Zhenman, Zhang, Zhiru, Cong, Jason

“…In this paper, we propose TAPA, an end-to-end framework that compiles a C++ task-parallel dataflow program into a high-frequency FPGA accelerator…”
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Scalable transcriptomics analysis with Dask: applications in data science and machine learning Autor Moreno, Marta, Vilaça, Ricardo, Ferreira, Pedro G.

“… Methods In this paper we review the main steps and bottlenecks in machine learning pipelines, as well as the main concepts behind scalable data science including those of concurrent and parallel programming…”
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Efficient parallel programming on scalable shared memory systems with High Performance Fortran Autor Benkner, Siegfried, Brandes, Thomas

“…OpenMP offers a high‐level interface for parallel programming on scalable shared memory (SMP) architectures…”
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PASTA: Programming and Automation Support for Scalable Task-Parallel HLS Programs on Modern Multi-Die FPGAs Autor Khatti, Moazin, Tian, Xingyu, Chi, Yuze, Guo, Licheng, Cong, Jason, Fang, Zhenman

“… to digest and optimize for high-level programmers using HLS. One promising approach to mitigate such issues is to develop a high-level task-parallel programming model with HLS and physical design co-optimization…”
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mplrs: A scalable parallel vertex/facet enumeration code Autor Avis, David, Jordan, Charles

“…We describe a new parallel implementation, mplrs, of the vertex enumeration code lrs that uses the MPI parallel environment and can be run on a network of computers…”
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Equalizer: A Scalable Parallel Rendering Framework Autor Eilemann, S., Makhinya, M., Pajarola, R.

“…Continuing improvements in CPU and GPU performances as well as increasing multi-core processor and cluster-based parallelism demand for flexible and scalable parallel rendering solutions…”
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