Výsledky vyhledávání - Task based parallel programming models

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

“…•We introduce a hierarchical task parallel programming model for distributed memory systems…”
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Task‐based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources Autor 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 Autor 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 Hardware Runtime for Task-Based Programming Models Autor 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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A programming model for Hybrid Workflows: Combining task-based workflows and dataflows all-in-one Autor 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 Autor 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 Autor 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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Integrating blocking and non-blocking MPI primitives with task-based programming models Autor 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 Autor 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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Professional Parallel Programming with C#: Master Parallel Extensions With . NET 4 Autor Hillar, Gastón C

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Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System Autor Huang, Tsung-Wei, Lin, Dian-Lun, Lin, Chun-Xun, Lin, Yibo

“… Taskflow introduces an expressive task graph programming model to assist developers in the implementation of parallel and heterogeneous decomposition strategies on a heterogeneous computing platform…”
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Dalorex: A Data-Local Program Execution and Architecture for Memory-bound Applications Autor Orenes-Vera, Marcelo, Tureci, Esin, Wentzlaff, David, Martonosi, Margaret

“… Approaches doing processing in-memory (PIM) with Hybrid Memory Cube (HMC) overcome bandwidth limitations but fail to achieve high core utilization due to poor task scheduling and synchronization overheads…”
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Storage-Heterogeneity Aware Task-based Programming Models to Optimize I/O Intensive Applications Autor 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 Autor 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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Performance Meets Programmabilty: Enabling Native Python MPI Tasks In PyCOMPSs Autor 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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Adaptive scheduling framework for multi-core systems based on task-parallel programming model Autor Yangjie Cao, Bin Wei, Baodong Wu, Lei Shi

“… Based on dynamic parallelism feedback strategy, we present an adaptive scheduling framework, named A-SYS, which can dynamically redistribute and manage the computing resources among different applications…”
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TEMANEJO - a debugger for task based parallel programming models Autor 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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PufferFish: NUMA-Aware Work-stealing Library using Elastic Tasks Autor 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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Cpp-Taskflow: A General-Purpose Parallel Task Programming System at Scale Autor Huang, Tsung-Wei, Lin, Yibo, Lin, Chun-Xun, Guo, Guannan, Wong, Martin D. F.

“…This article introduces Cpp-Taskflow, a high-performance parallel task programming system, to streamline the building of large and complex parallel applications…”
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Specx: a C++ task-based runtime system for heterogeneous distributed architectures Autor 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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