Search Results - Task Based Programming Models

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

“…•We introduce a hierarchical task parallel programming model for distributed memory systems…”
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A continuation-based task programming model for C++: design of the Causeway library by Cukic, Ivan

“… The presented programming model defines a common ion of the different types of tasks, both synchronous and asynchronous…”
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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

“…Task-based programming models such as OpenMP 5.0 and OmpSs are simple to use and powerful enough to exploit task parallelism of applications over multicore, manycore and heterogeneous systems…”
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A high-productivity task-based programming model for clusters by Tejedor, Enric, Farreras, Montse, Grove, David, Badia, Rosa M., Almasi, Gheorghe, Labarta, Jesus

“… StarSs is a family of parallel programming models based on automatic function‐level parallelism that targets productivity…”
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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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Towards enabling I/O awareness in task-based programming models by Elshazly, Hatem, Ejarque, Jorge, Lordan, Francesc, Badia, Rosa M.

“… Although task-based programming models made it possible to achieve higher levels of parallelism by enabling the execution of tasks in large-scale distributed platforms, this parallelism…”
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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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G-ThinkerQ: A General Subgraph Querying System With a Unified Task-Based Programming Model by Yuan, Lyuheng, Guo, Guimu, Yan, Da, Adhikari, Saugat, Khalil, Jalal, Long, Cheng, Zou, Lei

“…Given a large graph <inline-formula><tex-math notation="LaTeX">G</tex-math> <mml:math><mml:mi>G</mml:mi></mml:math><inline-graphic…”
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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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Combining One-Sided Communications with Task-Based Programming Models by Sala, Kevin, Macia, Sandra, Beltran, Vicenc

“…Hybrid programming combining task-based and message-passing models is an increasingly popular technique to exploit multi-core clusters…”
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Multi-GPU work sharing in a task-based dataflow programming model by John, Joseph, Milthorpe, Josh, Herault, Thomas, Bosilca, George

“… shared memory and message-passing paradigms. In this aspect, the task-based dataflow programming model has emerged as an alternative for multi-GPU computing nodes…”
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AMA: Asynchronous Management of Accelerators for Task-based Programming Models by Planas, Judit, Badia, Rosa M., Ayguade, Eduard, Labarta, Jesus

“…Computational science has benefited in the last years from emerging accelerators that increase the performance of scientific simulations, but using these devices hinders the programming task…”
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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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Integrating External Resources with a Task-Based Programming Model by Jia, Zhihao, Treichler, Sean, Shipman, Galen, Bauer, Michael, Watkins, Noah, Maltzahn, Carlos, McCormick, Patrick, Aiken, Alex

“… We address this limitation by introducing Iris, a task-based programming model with semantics for external resources…”
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Callback-based completion notification using MPI Continuations by Schuchart, Joseph, Samfass, Philipp, Niethammer, Christoph, Gracia, José, Bosilca, George

“…Asynchronous programming models (APM) are gaining more and more traction, allowing applications to expose the available concurrency to a runtime system tasked with coordinating the execution…”
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OmpSs@FPGA Framework for High Performance FPGA Computing by de Haro, Juan Miguel, Bosch, Jaume, Filgueras, Antonio, Vidal, Miquel, Jimenez-Gonzalez, Daniel, Alvarez, Carlos, Martorell, Xavier, Ayguade, Eduard, Labarta, Jesus

“…This article presents the new features of the OmpSs@FPGA framework. OmpSs is a data-flow programming model that supports task nesting and dependencies to target asynchronous parallelism and heterogeneity. OmpSs…”
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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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Optimizing Locality by Topology-Aware Placement for a Task Based Programming Model by Gustedt, Jens, Jeannot, Emmanuel, Mansouri, Farouk

“… The implementation of the model reaches high performances thanks to a decentralized event-based runtime…”
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DDS: integrating data analytics transformations in task-based workflows by Mammadli, Nihad, Ejarque, Jorge, Alvarez, Javier, Badia, Rosa M.

“… Task-based programming models (TBPMs) are a very efficient approach for implementing HPC workflows…”
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