Search Results - automation loop parallelization

LOOP PARALLELIZATION AUTOMATION FOR GRAPHICS PROCESSING UNITS by Doroshenko, Anatoliy, Beketov, Olexii, Yatsenko, Olena

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Schedule-aware loop parallelization for embedded MPSoCs by exploiting parallel slack by Aguilar, Miguel Angel, Leupers, Rainer, Ascheid, Gerd, Kavvadias, Nikolaos, Fitzpatrick, Liam

“… OpenMP is an example of a programming paradigm that allows to specify the scheduling policy on a per loop basis…”
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Parallelization and Locality Optimization Based the Polyhedral Model by Lv, Peng Wei, Xiao, Jian Qing

“… It is challenging to tap the peak performance of those processors. In order to address this issue, the most promising solution is automatic parallelization…”
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Automatic mapping of sequential programs to parallel computers with distributed memory by Bagliy, A.P., Krivosheev, N.M., Steinberg, B.Ya

“… The conditions for the correctness of parallelization of the considered sequential programs on a computing system with distributed memory are described…”
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An energy saving strategy based on adaptive loop parallelization by Kadayif, I., Kandemir, M., Karakoy, M.

“…In this paper, we evaluate an adaptive loop parallelization strategy (i.e., a strategy that allows each loop nest to execute using different number of processors if doing so is beneficial…”
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Enabling Modular Autonomous Feedback‐Loops in Materials Science through Hierarchical Experimental Laboratory Automation and Orchestration by Rahmanian, Fuzhan, Flowers, Jackson, Guevarra, Dan, Richter, Matthias, Fichtner, Maximilian, Donnely, Phillip, Gregoire, John M., Stein, Helge S.

“…‐throughput characterization, automatic analysis, and machine learning. Within a MAP, one or multiple autonomous feedback loops may aim to optimize materials for certain functional properties or to generate new insights…”
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An automatic translation and parallelization system for general purpose reconfigurable processor by Tian, Fengshuo, Sheng, Weiguang, He, Weifeng

“… been raised. One attractive approach is doing automatic translation and parallelization for specific reconfigurable processors to ease the programming work…”
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An energy saving strategy based on adaptive loop parallelization by Kadayif, I., Kandemir, M., Karakoy, M.

“…In this paper, we evaluate an adaptive loop parallelization strategy (i.e., a strategy that allows each loop nest to execute using a different number of processors, if doing so is beneficial…”
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Parallelization of while loops in nested loop programs for shared-memory multiprocessor systems by Geuns, S J, Bekooij, M J G, Bijlsma, T, Corporaal, H

“…Many applications contain loops with an undetermined number of iterations. These loops have to be parallelized in order to increase the throughput when executed on an embedded multiprocessor platform…”
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Aerodynamic wing shape optimization based on the computational design framework CEASIOM by Zhang, Mengmeng, Rizzi, Arthur

“…”, allowing the engineer in the loop. Findings CEASIOM-ASO shows excellent design abilities on the test case of designing a blended wing body flying in transonic…”
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Parceive: Interactive parallelization based on dynamic analysis by Wilhelm, Andreas, Sharmay, Bharatkumar, Malakary, Ranajoy, Schule, Tobias, Gerndt, Michael

“… Automatic parallelization methods are usually limited to the instruction level or to simple loops…”
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Prediction of the RNA Tertiary Structure Based on a Random Sampling Strategy and Parallel Mechanism by Liu, Zhendong, Yang, Yurong, Li, Dongyan, Lv, Xinrong, Chen, Xi, Dai, Qionghai

“…: In this study, we introduce a stepwise Monte Carlo parallelization (SMCP) algorithm for RNA tertiary structure prediction…”
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Hierarchical dataflow modeling of iterative applications by Hyesun Hong, Hyunok Oh, Soonhoi Ha

“…Even though dataflow models are good at exploiting task-level parallelism of an application, it is difficult to exploit the parallelism of loop structures since they are not explicitly specified…”
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An Overview on Loop Tiling Techniques for Code Generation by Hammami, Emna, Slama, Yosr

“…Loop tiling is a well-known compiler transformation for both sequential and parallel programs optimization…”
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Explore or exploit? A model‐based screening strategy for PETase secretion by Corynebacterium glutamicum by Helleckes, Laura M., Müller, Carolin, Griesbach, Tim, Waffenschmidt, Vera, Moch, Matthias, Osthege, Michael, Wiechert, Wolfgang, Oldiges, Marco

“… On the experimental side, this challenge can be tackled by miniaturization, parallelization, and automation, which provide high…”
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Optimizing Data Reuse for Loop Mapping on CGRAs With Joint Affine and Nonaffine Transformations by Huang, Liao, Chen, Yue, Liu, Dajiang

“…) to reduce on-chip memory accesses and improve pipelining performance. However, existing works pay little attention to comprehensive loop transformations, such as affine and nonaffine transformation, to obtain a data reuse-friendly loop structure…”
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PETRA: Performance Evaluation Tool for Modern Parallelizing Compilers by Mustafa, Dheya, Eigenmann, Rudolf

“… Automatic parallelization of sequential programs combined with performance tuning is an important alternative to manual parallelization for exploiting the performance potential of today’s multicores…”
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A Method of Computation Decomposition on Tightly-Nested Loop Automatic Parallelization by Zhao Yan, Lei Liu

“…An automatic parallelization method for tightly-nested loops running on multi-core system has been proposed…”
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Dependency analysis and loop transformation characteristics of auto-parallelizers by Prema, S., Jehadeesan, R., Panigrahi, B. K., Satya Murty, S.A.V.

“… Parallelization in loops is significant since it takes maximum time for execution. It is to be noted that all loops are not parallelizable when the instructions in loops are dependent…”
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Performance Evaluation of a Parallel Algorithm for Determining All Optimal Solutions of the 1D Array Partitioning Problem by Salhi, Hajer, Ben Mabrouk, Bchira, Mahjoub, Zaher

“…We address the parallelization of the determination of all optimal solutions (DAOS) for the 1D array partitioning problem, an easy combinatorial optimization problem that may be solved by dynamic programming…”
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