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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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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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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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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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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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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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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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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Adaptive scheduling framework for multi-core systems based on task-parallel programming model by Yangjie Cao, Bin Wei, Baodong Wu, Lei Shi

“…Due to the poor scalability and intensive competition for computing resource in multi-core runtime system, how to efficiently exploit the advantages offered by…”
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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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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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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 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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PufferFish: NUMA-Aware Work-stealing Library using Elastic Tasks by Kumar, Vivek

“… Hierarchical Place Tree (HPT) [1] is a popular approach for improving the locality of a task-based parallel programming model, albeit it requires the programmer to map the dynamically unfolding tasks over a NUMA system evenly…”
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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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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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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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Professional Parallel Programming with C#: Master Parallel Extensions With . NET 4 by Hillar, Gastón C

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Task-based Parallel Computation of the Density Matrix in Quantum-based Molecular Dynamics using Graph Partitioning by Ghale, Purnima, Kroonblawd, Matthew P, Mniszewski, Susan M, Negre, Christian F A, Pavel, Robert, Pino, Sergio, Sardeshmukh, Vivek B, Shi, Guangjie, Hahn, Georg

“… In this paper, we present task-based implementations of a recently developed data-parallel graph-based approach to the SP2…”
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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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