Search Results - Task-based Parallel Programming

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

“… Extracting high performance from these complex systems requires tailored approaches. Task-based parallel programming has been successful both in simplifying…”
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Task-Based Parallel Programming for Gate Sizing by Mangiras, Dimitrios, Chinnery, David, Dimitrakopoulos, Giorgos

“… In this work, we introduce a task-based parallel programming template that can be used for speeding up timing and power optimization…”
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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.

“… However, with the increase in parallel, many-core, and heterogeneous systems, a number of research-driven projects have developed more diversified task-based support, employing various programming and runtime features…”
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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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A task‐based approach to parallel parametric linear programming solving, and application to polyhedral computations by Coti, Camille, Monniaux, David, Yu, Hang

“… Here, we propose a task‐based scheme for parallelizing it, with quasi‐linear speedup over large problems…”
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Wrath: Workload Resilience Across Task Hierarchies in Task-Based Parallel Programming Frameworks by Zhou, Sicheng, Li, Zhuozhao, Hayot-Sasson, Valerie, Pan, Haochen, Gonthier, Maxime, Pauloski, J. Gregory, Chard, Ryan, Chard, Kyle, Foster, Ian

“…Failures in Task-based Parallel Programming (TBPP) can severely degrade performance and result in incomplete or incorrect outcomes…”
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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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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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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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Parallelization using task parallel library with task-based programming model by Xinhong Hei, Jinlong Zhang, Bin Wang, Haiyan Jin, Giacaman, Nasser

“…In order to reduce the complexity of traditional multithreaded parallel programming, this paper explores a new task-based parallel programming using the Microsoft…”
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Load Balancing Policies for Nested Fork-Join by Reitz, Mia

“… balancing.Nested fork-join programs are an important type of task-based parallel programs, where tasks generate child tasks giving rise to an execution tree…”
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Characterizing and Improving the Performance of Many-Core Task-Based Parallel Programming Runtimes by Bosch, Jaume, Xubin Tan, Alvarez, Carlos, Jimenez-Gonzalez, Daniel, Martorell, Xavier, Ayguade, Eduard

“…Parallel task-based programming models like OpenMP support the declaration of task data dependences…”
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A programming model for Hybrid Workflows: Combining task-based workflows and dataflows all-in-one by Ramon-Cortes, Cristian, Lordan, Francesc, Ejarque, Jorge, Badia, Rosa M.

“…). To implement these workflows, developers are currently using different patterns; mainly task-based and dataflow…”
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Asynchronous runtime with distributed manager for task-based programming models by Bosch, Jaume, Álvarez, Carlos, Jiménez-González, Daniel, Martorell, Xavier, Ayguadé, Eduard

“… Parallel task-based programming models, like OpenMP, allow application developers to easily create a parallel version of their sequential codes…”
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Achieving High Performance on Supercomputers with a Sequential Task-based Programming Model by Agullo, Emmanuel, Aumage, Olivier, Faverge, Mathieu, Furmento, Nathalie, Pruvost, Florent, Sergent, Marc, Thibault, Samuel Paul

“… Sequential task-based programming model has been shown to efficiently meet this challenge on a single multicore node possibly enhanced with accelerators, which motivated its support in the OpenMP 4.0 standard…”
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The OCR-Vx experience: lessons learned from designing and implementing a task-based runtime system by Dokulil, Jiri, Benkner, Siegfried

“…Task-based runtime systems are an important branch of parallel programming research, since tasks decouple computation from the compute units, giving the runtime systems greater flexibility than a thread-based solution…”
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A Hardware Runtime for Task-Based Programming Models by Tan, Xubin, Bosch, Jaume, Alvarez, Carlos, Jimenez-Gonzalez, Daniel, Ayguade, Eduard, Valero, Mateo

“… As a proof-of-concept, the Picos++ hardware runtime has been integrated with a compiler infrastructure that supports parallel task-based programming models…”
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Integrating blocking and non-blocking MPI primitives with task-based programming models by Sala, Kevin, Teruel, Xavier, Perez, Josep M., Peña, Antonio J., Beltran, Vicenç, Labarta, Jesus

“…) that integrates both blocking and non-blocking MPI primitives with task-based programming models…”
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Mitigating the NUMA effect on task-based runtime systems by Maroñas, Marcos, Navarro, Antoni, Ayguadé, Eduard, Beltran, Vicenç

“… We propose a new approach that mitigates the NUMA effect on NUMA systems. Our solution is based on the OmpSs-2 programming model, a task-based parallel programming model, similar to OpenMP…”
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FunctionFlow: coordinating parallel tasks by FAN, Xuepeng, LIAO, Xiaofei, JIN, Hai

“…With the growing popularity of task-based parallel programming, nowadays task-parallel programming libraries and languages are still with limited support for coordinating parallel tasks…”
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