Search Results - Task-based Parallel Programming Models

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 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 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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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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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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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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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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Storage-Heterogeneity Aware Task-based Programming Models to Optimize I/O Intensive Applications by Elshazly, Hatem, Ejarque, Jorge, Badia, Rosa M.

“…Task-based programming models have enabled the optimized execution of the computation workloads of applications…”
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DDF Library: Enabling functional programming in a task-based model by Ponce, Lucas M., Lezzi, Daniele, Badia, Rosa M., Guedes, Dorgival

“… While HPC programming is mostly task-based, like COMPSs, popular Big Data environments, like Spark, adopt the functional programming paradigm…”
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Specx: a C++ task-based runtime system for heterogeneous distributed architectures by Cardosi, Paul, Bramas, Bérenger

“… Among parallel programming models, task-based programming has demonstrated a powerful potential and is widely used in high-performance scientific computing…”
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TEMANEJO - a debugger for task based parallel programming models by Brinkmann, Steffen, Gracia, José, Niethammer, Christoph, Keller, Rainer

“…We present the program Temanejo, a debugger for task based parallelisation models such as StarSs…”
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Performance Meets Programmabilty: Enabling Native Python MPI Tasks In PyCOMPSs by Elshazly, Hatem, Lordan, Francesc, Ejarque, Jorge, Badia, Rosa M.

“… We introduce an extension to PyCOMPSs, a high-level task-based parallel programming model for Python applications, to support tasks that use MPI natively as part of the task model…”
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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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A Performance Evaluation of Adaptive MPI for a Particle-In-Cell Code by Asch, Christian, Jimenez, Diego, Rampp, Markus, Laure, Erwin, Meneses, Esteban

“… One of those resources are task-based parallel program-ming tools. The availability of mature programming models, pro-gramming languages, and runtime systems that use task-based parallelism represent a favorable ecosystem…”
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Dalorex: A Data-Local Program Execution and Architecture for Memory-bound Applications by Orenes-Vera, Marcelo, Tureci, Esin, Wentzlaff, David, Martonosi, Margaret

“…Applications with low data reuse and frequent irregular memory accesses, such as graph or sparse linear algebra workloads, fail to scale well due to memory…”
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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 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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Optimizing parallel heterogeneous system efficiency: Dynamic task graph adaptation with recursive tasks by Furmento, Nathalie, Guermouche, Abdou, Lucas, Gwenolé, Morin, Thomas, Thibault, Samuel, Wacrenier, Pierre-André

“…Task-based programming models are currently an ample trend to leverage heterogeneous parallel systems in a productive way…”
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