Search Results - Parallel Programming Models

Parallel Programming Models in High‐Performance Cloud (ParaMo 2019) by Oh, Sangyoon

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A two-stage stochastic programming model and parallel Master-Slave adaptive GA for flexible Seru system formation by Ren, Yuhong, Tang, Jiafu, Yu, Yang, Li, Xiaolong

“… For the large-scale problem, we proposed a parallel Master-Slave adaptive genetic algorithm (PMSA-GA) by transforming it into a two-stage stochastic programming model…”
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New system software for parallel programming models on the Intel SCC many-core processor by Clauss, Carsten, Lankes, Stefan, Reble, Pablo, Bemmerl, Thomas

“…SummarySince the beginning of the multicore era, parallel processing has become prevalent across the board…”
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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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Parallel programming models for heterogeneous many-cores: a comprehensive survey by Fang, Jianbin, Huang, Chun, Tang, Tao, Wang, Zheng

“… made to match the underlying heterogeneous platform. In this article, we provide a comprehensive survey for parallel programming models for heterogeneous many-core…”
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A Survey of Parallel Programming Models and Tools in the Multi and Many-Core Era by Diaz, J., Munoz-Caro, C., Nino, A.

“…In this work, we present a survey of the different parallel programming models and tools available today with special consideration to their suitability for high-performance computing…”
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Performance analysis of parallel programming models for C++ by Zeng, Guang

“…As multicore processors become more common in today’s computing systems and parallel programming models are enriched, programmers must consider how to choose the appropriate and parallel programming model when writing parallel code…”
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Accelerating communication for parallel programming models on GPU systems by Choi, Jaemin, Fink, Zane, White, Sam, Bhat, Nitin, Richards, David F., Kale, Laxmikant V.

“…-performance computing. For developers of parallel programming models, implementing support for GPU-aware communication using native APIs for GPUs such as CUDA can be a daunting task as it requires considerable effort…”
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A Comparative Survey of Big Data Computing and HPC: From a Parallel Programming Model to a Cluster Architecture by Yin, Fei, Shi, Feng

“…With the rapid growth of artificial intelligence (AI), the Internet of Things (IoT) and big data, emerging applications that cross stacks with different techniques bring new challenges to parallel computing systems…”
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MapReduce Parallel Programming Model: A State-of-the-Art Survey by Li, Ren, Hu, Haibo, Li, Heng, Wu, Yunsong, Yang, Jianxi

“… Google’s MapReduce programming model and its open-source implementation in Apache Hadoop have become the dominant model for data-intensive processing because of its simplicity, scalability, and fault tolerance…”
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A comparison of the shared-memory parallel programming models OpenMP, OpenACC and Kokkos in the context of implicit solvers for high-order FEM by Eichstädt, Jan, Vymazal, Martin, Moxey, David, Peiró, Joaquim

“…We consider the application of three performance-portable programming models in the context of a high-order spectral element, implicit time-stepping solver for the Navier–Stokes equations…”
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Map-Balance-Reduce: An improved parallel programming model for load balancing of MapReduce by Li, Jianjiang, Liu, Yajun, Pan, Jian, Zhang, Peng, Chen, Wei, Wang, Lizhe

“… In view of this defect, this paper proposes a new parallel programming model—Map-Balance-Reduce (MBR) programming model. It runs on our improved Hadoop framework and can effectively…”
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A pilot study to compare programming effort for two parallel programming models by Hochstein, Lorin, Basili, Victor R., Vishkin, Uzi, Gilbert, John

“… Measure the effect of parallel programming models (message-passing vs. PRAM-like) on programmer effort…”
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Empirical investigation: performance and power-consumption based dual-level model for exascale computing systems by Ashraf, Muhammad Usman, Eassa, Fathy Alboraei, Ahmad, Aiiad, Algarni, Abdullah

“… This article commences with a short description and implementation of algorithms of various hybrid parallel programming models (PPMs…”
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A Comparative Study and Evaluation of Parallel Programming Models for Shared-Memory Parallel Architectures by Sanchez, Luis Miguel, Fernandez, Javier, Sotomayor, Rafael, Escolar, Soledad, Garcia, J. Daniel

“…Nowadays, shared-memory parallel architectures have evolved and new programming frameworks have appeared that exploit these architectures…”
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Assessing the performance portability of modern parallel programming models using TeaLeaf by Martineau, Matthew, McIntosh‐Smith, Simon, Gaudin, Wayne

“…Summary In this work, we evaluate several emerging parallel programming models: Kokkos, RAJA, OpenACC, and OpenMP…”
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Parallel programming models and systems software for high-end computing (P2S2 2018) by Si, Min, Vishnu, Abhinav, Chen, Yong

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Evaluating Performance and Energy Efficiency of Parallel Programming Models in Heterogeneous Computing Systems by Sevim, Demirhan, Bilgin, Baturalp, Akturk, Ismail

“…We provide a detailed evaluation of several parallel programming models, emphasizing both performance and energy efficiency in heterogeneous computing systems…”
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On the adequacy of lightweight thread approaches for high-level parallel programming models by Castelló, Adrián, Mayo, Rafael, Sala, Kevin, Beltran, Vicenç, Balaji, Pavan, Peña, Antonio J.

“…High-level parallel programming models (PMs) are becoming crucial in order to extract the computational power of current on-node multi-threaded parallelism…”
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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 computing use is exponentially increasing with the advent of industrial revolution 4.0 technologies such as the Internet of Things, artificial…”
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