Search Results - task-((based parallel) OR (mass parallel)) programming models

DuctTeip: An efficient programming model for distributed task-based parallel computing by Zafari, Afshin, Larsson, Elisabeth, Tillenius, Martin

“…•We introduce a hierarchical task parallel programming model for distributed memory systems…”
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A pattern recognition system for prostate mass spectra discrimination based on the CUDA parallel programming model by Kostopoulos, Spiros, Glotsos, Dimitris, Sidiropoulos, Konstantinos, Asvestas, Pantelis, Cavouras, Dionisis, Kalatzis, Ioannis

“…The aim of the present study was to implement a pattern recognition system for the discrimination of healthy from malignant prostate tumors from proteomic Mass Spectroscopy (MS…”
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Task‐based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources by Leandro Nesi, Lucas, da Silva Serpa, Matheus, Mello Schnorr, Lucas, Navaux, Philippe Olivier Alexandre

“…‐based programming model. This article presents task‐based parallel strategies for a simple CFD application that targets heterogeneous multi‐CPU/multi…”
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A taxonomy of task-based parallel programming technologies for high-performance computing by Thoman, Peter, Dichev, Kiril, Heller, Thomas, Iakymchuk, Roman, Aguilar, Xavier, Hasanov, Khalid, Gschwandtner, Philipp, Lemarinier, Pierre, Markidis, Stefano, Jordan, Herbert, Fahringer, Thomas, Katrinis, Kostas, Laure, Erwin, Nikolopoulos, Dimitrios S.

“…Task-based programming models for shared memory—such as Cilk Plus and OpenMP 3—are well established and documented…”
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From reactive to proactive load balancing for task‐based parallel applications in distributed memory machines by Thanh Chung, Minh, Weidendorfer, Josef, Fürlinger, Karl, Kranzlmüller, Dieter

“…Load balancing is often a challenge in task‐parallel applications. The balancing problems are divided into static and dynamic. “Static…”
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A Cartesian Genetic Programming Based Parallel Neuroevolutionary Model for Cloud Server’s CPU Usage Prediction by Ullah, Qazi Zia, Khan, Gul Muhammad, Hassan, Shahzad, Iqbal, Asif, Ullah, Farman, Kwak, Kyung Sup

“… Cloud resource utilization estimation is a two-fold challenging task. First, the cloud workloads are sundry…”
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An approach to task-based parallel programming for undergraduate students by Ayguadé, Eduard, Jiménez-González, Daniel

“…” loop-based approach, which is the focus of parallel programming courses in other universities, this course presents the parallel programming concepts using a task-based approach…”
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Transparent Orchestration of Task-based Parallel Applications in Containers Platforms by Ramon-Cortes, Cristian, Serven, Albert, Ejarque, Jorge, Lezzi, Daniele, Badia, Rosa M.

“… The proposed framework is a combination of the COMP Superscalar (COMPSs) programming model and runtime, which provides a straightforward way to develop task-based parallel…”
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A Task-Based Approach to Parallel Restricted Hartree-Fock Calculations by Poole, David, Galvez Vallejo, Jorge L, Gordon, Mark S

“… A novel Restricted Hartree-Fock (RHF) algorithm, utilizing task-based parallelism to achieve optimal performance, was developed and implemented into the JuliaChem electronic structure theory software package…”
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A visual performance analysis framework for task‐based parallel applications running on hybrid clusters by Garcia Pinto, Vinícius, Mello Schnorr, Lucas, Stanisic, Luka, Legrand, Arnaud, Thibault, Samuel, Danjean, Vincent

“…Summary Programming paradigms in High‐Performance Computing have been shifting toward task…”
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A Fast Coordinated Motion Planning Method for Dual-Arm Robot Based on Parallel Constrained DDP by Wang, Yunlai, Li, Hui, Zhao, Yan, Chen, Xuechao, Huang, Xiao, Jiang, Zhihong

“… This article studies a fast optimization-based coordinated motion planning method for dual-arm robots based on a parallel differential dynamic programming (DDP) solver…”
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Cpp-Taskflow: Fast Task-Based Parallel Programming Using Modern C++ by Huang, Tsung-Wei, Lin, Chun-Xun, Guo, Guannan, Wong, Martin

“… Cpp-Taskflow leverages the power of modern C++ and task-based approaches to enable efficient implementations of parallel decomposition strategies…”
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Runtime-Assisted Global Cache Management for Task-Based Parallel Programs by Manivannan, Madhavan, Pericas, Miquel, Papaefstathiou, Vassilis, Stenstrom, Per

“…(s) available to runtime systems for task-based parallel programming models. We show that our proposed runtime-assisted global cache management approach outperforms…”
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A graph vertex-coloring-based parallel block coordinate descent method for solving the traffic assignment problem by Zhang, Kai, Liu, Zhiyuan, Zhang, Honggang, Zhang, Yicheng, Tang, Yuk Ming, Fu, Xiaowen

“…•OD pair partitioning is formulated as a vertex-coloring-based integer linear programming (ILP) problem…”
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An asynchronous parallel disassembly planning based on genetic algorithm by Ren, Yaping, Zhang, Chaoyong, Zhao, Fu, Xiao, Huajun, Tian, Guangdong

“…•An asynchronous parallel disassembly planning problem is considered.•The problem is nonlinear and highly operation time-dependent…”
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BayesIan network constraint-based structure learning algorithms: Parallel and optimised implementations in the bnlearn R package by Scutari, Marco

“… Efficient implementations of score-based structure learning benefit from past and current research in optimization theory, which can be adapted to the task by using the network score as the objective…”
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Library Support in an Actor-Based Parallel Programming Platform by Park, Hae-woo, Jung, Hanwoong, Oh, Hyunok, Ha, Soonhoi

“…Actor model-based design is actively researched for parallel embedded SW design since the model exposes the potential parallelism explicitly in an architecture-neutral form…”
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Lifeline-based load balancing schemes for Asynchronous Many-Task runtimes in clusters by Reitz, Mia, Hardenbicker, Kai, Werner, Tobias, Fohry, Claudia

“…A popular approach to program scalable irregular applications is Asynchronous Many-Task (AMT) Programming…”
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Deep learning on Sleptsov nets by Shmeleva, Tatiana R., Owsiński, Jan W., Lawan, Abdulmalik Ahmad

“…Sleptsov nets are applied as a uniform language to specify models of unconventional computations and artificial intelligence systems…”
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Toward Sci- φ : A Lightweight Cloud PaaS for Developing Embarrassingly Parallel Applications Based on Jini by Dazzi, Patrizio

“… , an almost complete redesign of a previous tool of ours aimed at developing task parallel applications based on Java and Jini that were shown to be an effective and efficient solution in environments like clusters and networks of workstations and desktops…”
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