Výsledky vyhledávání - asynchronous parallel computation model

Asynchronous and implicitly parallel evolutionary computation models Autor Jakobović, Domagoj, Golub, Marin, Čupić, Marko

“…This paper presents the design and the application of asynchronous models of parallel evolutionary algorithms…”
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A Model for Asynchronous Shared Memory Parallel Computation Autor Nishimura, Naomi

“…Traditional theoretical shared memory parallel models have been based on a number of assumptions which simultaneously simplify solutions to problems and distance the models from actual parallel machines…”
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The APRAM: A model for asynchronous parallel computation Autor Zajicek, Ofer

“… In order to develop parallel machines and in order to be able to take advantage of them as they become available it is important to understand the issues underlying parallel computation…”
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A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation Autor DAS, ARIYAM, ZANIOLO, CARLO

“…}\]$ reM can also facilitate and improve their parallel execution. We prove that $\[{\cal P}\]$ reM-optimized…”
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Imperative Process Algebra and Models of Parallel Computation Autor Middelburg, Cornelis A.

“… It is demonstrated that the process algebra is suitable to describe in a mathematically precise way models of computation corresponding to existing models based on sequential, asynchronous parallel…”
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Parallel computation using active self-assembly Autor Chen, Moya, Xin, Doris, Woods, Damien

“… The model generalises asynchronous cellular automata to have non-local movement where large assemblies of molecules can be moved around, analogous to millions of molecular motors in animal muscle…”
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Use of run time predictions for automatic co-allocation of multi-cluster resources for iterative parallel applications Autor Netto, Marco A.S., Vecchiola, Christian, Kirley, Michael, Varela, Carlos A., Buyya, Rajkumar

“… Iterative applications have been used to solve a variety of problems in science and engineering, including large-scale computations based on the asynchronous model more recently…”
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Asynchronous analysis of parallel dynamic programming algorithms Autor Lewandowski, G., Condon, A., Bach, E.

“…We examine a very simple asynchronous model of parallel computation that assumes the time to compute a task is random, following some probability distribution…”
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APapo: An asynchronous parallel optimization method for DNN models Autor Liu, Shuai, Ju, Tao

“…) models, this paper proposes an asynchronous parallel optimization method APapo. Firstly, a multi-iteration asynchronous pipeline parallel scheduling was established…”
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Fast nonlinear model predictive controller using parallel PSO based on divide and conquer approach Autor Diwan, S. P., Deshpande, Shraddha S.

“… This paper proposes a fast nonlinear model predictive control algorithm that utilises a parallel particle swarm optimisation…”
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GraphPulse: An Event-Driven Hardware Accelerator for Asynchronous Graph Processing Autor Rahman, Shafiur, Abu-Ghazaleh, Nael, Gupta, Rajiv

“… Event-driven computation model enables a parallel dataflow-style execution where atomic…”
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Gluon-Async: A Bulk-Asynchronous System for Distributed and Heterogeneous Graph Analytics Autor Dathathri, Roshan, Gill, Gurbinder, Hoang, Loc, Jatala, Vishwesh, Pingali, Keshav, Nandivada, V. Krishna, Dang, Hoang-Vu, Snir, Marc

“…Distributed graph analytics systems for CPUs, like D-Galois and Gemini, and for GPUs, like D-IrGL and Lux, use a bulk-synchronous parallel (BSP…”
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Synchronous and asynchronous parallel computation for large-scale optimal control of connected vehicles Autor Li, Shengbo Eben, Wang, Zhitao, Zheng, Yang, Sun, Qi, Gao, Jiaxin, Ma, Fei, Li, Keqiang

“…•A parallel computation algorithm for large-scale optimal control of CAVs is proposed…”
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A(DP)[Formula Omitted]SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent With Differential Privacy Autor Xu, Jie, Zhang, Wei, Wang, Fei

“… Recently, the asynchronous decentralized parallel stochastic gradient descent (ADPSGD) algorithm has been proposed and demonstrated to be an efficient and practical…”
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Frog: Asynchronous Graph Processing on GPU with Hybrid Coloring Model Autor Shi, Xuanhua, Luo, Xuan, Liang, Junling, Zhao, Peng, Di, Sheng, He, Bingsheng, Jin, Hai

“… Many parallel graph algorithms adopt the asynchronous computing model to accelerate the iterative convergence…”
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Improving parallel efficiency for asynchronous graph analytics using Gauss‐Seidel‐based matrix computation Autor Luo, Le, Liu, Yi

“… level and latent parallelism of the algorithms cannot be exploited. To improve parallel efficiency of asynchronous graph processing, the Gauss…”
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Parallel tempering simulation of the three-dimensional Edwards–Anderson model with compact asynchronous multispin coding on GPU Autor Fang, Ye, Feng, Sheng, Tam, Ka-Ming, Yun, Zhifeng, Moreno, Juana, Ramanujam, J., Jarrell, Mark

“… One of the obstacles in the Monte Carlo simulation of random frustrated systems is their long relaxation time making an efficient parallel implementation on state-of-the-art computation platforms highly desirable…”
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Decentralized state estimation of combined heat and power systems using the asynchronous alternating direction method of multipliers Autor Zhang, Tong, Li, Zhigang, Wu, Q.H., Zhou, Xiaoxin

“…•Dynamic state estimation for combined heat and power systems is formulated.•A decentralized algorithm based on the asynchronous alternating direction method of multipliers is developed…”
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Asynchronous Distributed ADMM for Large-Scale Optimization-Part I: Algorithm and Convergence Analysis Autor Chang, Tsung-Hui, Hong, Mingyi, Liao, Wei-Cheng, Wang, Xiangfeng

“…). By formulating the optimization problem as a consensus problem, the ADMM can be used to solve the consensus problem in a fully parallel fashion over a computer network with a star topology…”
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AIEA: An Asynchronous Influence-Based Evolutionary Algorithm for Expensive Many-Objective Optimization Autor Wei, Feng-Feng, Chen, Wei-Neng, Zhang, Jun

“… To alleviate these problems, this article proposes an asynchronous influence-based SAEA (AIEA) based on the client-server model…”
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