Výsledky vyhledávání - (("data parallel algorithms") OR ("mass parallel algorithms"))

Notation for mass parallel algorithms: computing Petri net state space on GPU case study Autor Zaitsev, D. A., Zhang, Z., Liu, D., Shmeleva, T. R.

“…We introduce a novel notation for mass parallel algorithms, in particular, algorithms for GPU, which is based on graphical specification of the cube of threads combined with textual expressions…”
Získat plný text

Scalable Contour Tree Computation by Data Parallel Peak Pruning Autor Carr, Hamish A., Weber, Gunther H., Sewell, Christopher M., Rubel, Oliver, Fasel, Patricia, Ahrens, James P.

“…As data sets grow to exascale, automated data analysis and visualization are increasingly important, to intermediate human understanding and to reduce demands…”
Získat plný text

Intelligent Online Shared Home Design Based on Big Data Parallel Algorithms Autor Yang, Ying, Zhang, Xilin, Gao, Jialin, He, Meihui, Zhang, Wenhui, Jiang, Jiayin, Hou, Wenjing, Cai, Kai, Ling, Tingting

“…As the overall economic strength of China continues to improve and people's quality of life continues to improve, the application of high-quality engineering…”
Získat plný text

Data-Parallel Algorithms for String Diagrams Autor Wilson, Paul, Zanasi, Fabio

“…We give parallel algorithms for string diagrams represented as structured cospans of ACSets. Specifically, we give linear (sequential) and logarithmic…”
Získat plný text

Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms Autor Zhu, Guanghui, Wang, Qian, Tang, Qiwei, Gu, Rong, Yuan, Chunfeng, Huang, Yihua

“…Functional dependencies (FDs) play a very important role in many data management tasks such as schema normalization, data cleaning, and query optimization…”
Získat plný text

Simulating heterogeneous behaviours in complex systems on GPUs Autor Chimeh, Mozhgan K., Richmond, Paul

“…Agent Based Modelling (ABM) is an approach for modelling dynamic systems and studying complex and emergent behaviour. ABMs have been widely applied in diverse…”
Získat plný text

Scalable Contour Tree Computation by Data Parallel Peak Pruning Autor Carr, Hamish A., Weber, Gunther H., Sewell, Christopher M., Rubel, Oliver, Fasel, Patricia, Ahrens, James P.

“…As data sets grow to exascale, automated data analysis and visualization are increasingly important, to intermediate human understanding and to reduce demands…”
Získat plný text

Improving Execution Concurrency of Large-Scale Matrix Multiplication on Distributed Data-Parallel Platforms Autor Gu, Rong, Tang, Yun, Tian, Chen, Zhou, Hucheng, Li, Guanru, Zheng, Xudong, Huang, Yihua

“…Matrix multiplication is a dominant but very time-consuming operation in many big data analytic applications. Thus its performance optimization is an important…”
Získat plný text

Efficient data parallel algorithms for multidimensional array operations based on the EKMR scheme for distributed memory multicomputers Autor Lin, Chun-Yuan, Chung, Yeh-Ching, Liu, Jen-Shiuh

“… Since parallel multidimensional array operations have been an extensively investigated problem, we present efficient data parallel algorithms for multidimensional array operations based on the EKMR…”
Získat plný text

A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units Autor Lysenko, Mikola, D'Souza, Roshan M

“…Agent-based modeling is a technique for modeling dynamic systems from the bottom up. Individual elements of the system are represented computationally as…”
Získat plný text

Data-parallel algorithms for large-scale real-time simulation of the cellular potts model on graphics processing units Autor Tapia, J.J., D'Souza, R.

“…In the following paper we present techniques for data-parallel execution of the cellular potts model (CPM) on graphics processing units (GPUs). We have…”
Získat plný text

Pipelined execution of data-parallel algorithms Autor Gorev, Maksim, Ubar, Raimund

“…A combination of pipelining and data-parallel execution on multiprocessor systems is proposed. The use of pipelining in coarse-grained data-parallel…”
Získat plný text

Scalable data parallel algorithms for texture synthesis using Gibbs random fields Autor Bader, D.A., JaJa, J., Chellappa, R.

“…This article introduces scalable data parallel algorithms for image processing. Focusing on Gibbs and Markov random field model representation for textures…”
Získat plný text

Optimal hot spot allocation on meshes for large-scale data-parallel algorithms Autor Lee, Soo-Young, Chen, Chung-Ming

“…Hot spots are notorious for degrading the performance of a parallel algorithm. We attempt to minimize the hot-spot access time for a class of problems, namely,…”
Získat plný text

KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks Autor Pauloski, J. Gregory, Venkataraman, Shivaram, Huang, Qi, Chard, Kyle, Zhang, Zhao, Huang, Lei, Foster, Ian

“…Kronecker-factored Approximate Curvature (K-FAC) has recently been shown to converge faster in deep neural network (DNN) training than stochastic gradient…”
Získat plný text

Interactive machinability analysis of free-form surfaces using multiple-view image space techniques on the GPU Autor Lysenko, Mikola, D’Souza, Roshan M.

“…In this paper we present a set of graphics hardware accelerated algorithms to interactively evaluate the machinability of complex free-form surfaces. These…”
Získat plný text

The Spy Element Method – A universal approach to complex computing on manycore processors Autor Mazzeo, Marco D.

“…► This work presents new ideas for successfully porting complex applications to manycore processors and accelerate them. ► Core contributions comprise novel…”
Získat plný text

Synthesis of Data-Parallel Algorithms for Programmable Logic Devices Autor Damaj, Issam

“…Most of the classifiers suffer from curse of dimensionality during classification of high dimensional image data. In this paper, we introduce a new supervised…”
Získat plný text

Pipelined data-parallel algorithms. Part 2; Design Autor King, C.T., Chou, W.H., Ni, L.M.

“…Previously the authors introduced the basic concept of pipelined data parallel algorithms and discussed the modeling of such algorithms on distributed-memory multicomputers…”
Získat plný text

Pipelined data parallel algorithms-II: design Autor King, C.-T., Chou, W.-H., Ni, L.M.

“…For pt.I see ibid., p.470-85. A methodology for designing pipelined data-parallel algorithms on multicomputers is studied…”
Získat plný text