Search Results - Task-based dataflow programming models*

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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General Purpose Task-Dependence Management Hardware for Task-Based Dataflow Programming Models by Xubin Tan, Bosch, Jaume, Vidal, Miquel, Alvarez, Carlos, Jimenez-Gonzalez, Daniel, Ayguade, Eduard, Valero, Mateo

“…Task-based programming models such as OpenMP, IntelTBB and OmpSs offer the possibility of expressing dependences among tasks to drive their execution at runtime…”
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Dynamic Load Balancing and Elasticity in a Distributed Heterogeneous Task-Based Dataflow Runtime by John, Joseph

“…Scientific computing software in high performance computing (HPC) has relied heavily on process-centric distributed programming models for over thirty years…”
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Picos, A Hardware Task-Dependence Manager for Task-Based Dataflow Programming Models by Xubin Tan, Bosch, Jaume, Vidal, Miquel, Alvarez, Carlos, Jimenez-Gonzalez, Daniel, Ayguade, Eduard, Valero, Mateo

“…Task-based programming Task-based programming models such as OpenMP, Intel TBB and OmpSs are widely used to extract high level of parallelism of applications executed on multi-core and manycore platforms…”
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Performance analysis of a hardware accelerator of dependence management for task-based dataflow programming models by Xubin Tan, Bosch, Jaume, Jimenez-Gonzalez, Daniel, Alvarez-Martinez, Carlos, Ayguade, Eduard, Valero, Mateo

“…Along with the popularity of multicore and manycore, task-based dataflow programming models obtain great attention for being able to extract high parallelism from applications without exposing…”
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Dato: A Task-Based Programming Model for Dataflow Accelerators by Fang, Shihan, Chen, Hongzheng, Zhang, Niansong, Li, Jiajie, Han, Meng, Liu, Adrian, Zhang, Zhiru

“… and forcing compilers to reconstruct the intended dataflow. We present Dato, a Python-embedded, task-based programming model for dataflow accelerators that elevates data communication and sharding to first-class type constructs…”
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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 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

“…). We propose a way to extend task-based management systems to support continuous input and output data to enable the combination of task-based workflows and dataflows…”
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Picos: A hardware runtime architecture support for OmpSs by Yazdanpanah, Fahimeh, Álvarez, Carlos, Jiménez-González, Daniel, Badia, Rosa M., Valero, Mateo

“…) architecture that provides hardware support to the OmpSs programming model. Picos is a novel hardware dataflow-based…”
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Design space exploration of hardware task superscalar architecture by Yazdanpanah, Fahimeh, Alaei, Mohammad

“… Recently, several dynamic software task management mechanisms have been proposed. In particular, task-based dataflow programming models which benefit from dataflow…”
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Fault-Tolerant Protocol for Hybrid Task-Parallel Message-Passing Applications by Martsinkevich, Tatiana, Subasi, Omer, Unsal, Osman, Cappello, Franck, Labarta, Jesus

“… The protocol is implemented in Nanos -- a dataflow runtime for task-based OmpSs programming model -- and the PMPI profiling layer to fully support hybrid OmpSs+MPI applications…”
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Task-based execution of synchronous dataflow graphs for scalable multicore computing by Georgakarakos, Georgios, Kanur, Sudeep, Lilius, Johan, Desnos, Karol

“… In this paper we propose an optimization of the parallel code generation process by combining dataflow and task programming models…”
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Loop level speculation in a task based programming model by Gayatri, Rahulkumar, Badia, Rosa M., Aygaude, Eduard

“…Uncountable loops (such as while loops in C) and if-conditions are some of the most common constructs in programming…”
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Runtime-Guided ECC Protection using Online Estimation of Memory Vulnerability by Jaulmes, Luc, Moreto, Miquel, Valero, Mateo, Erez, Mattan, Casas, Marc

“…Diminishing reliability of semiconductor technologies and decreasing power budgets per component hinder designing next-generation high performance computing…”
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NanoCheckpoints: A Task-Based Asynchronous Dataflow Framework for Efficient and Scalable Checkpoint/Restart by Subasi, Omer, Arias, Javier, Unsal, Osman, Labarta, Jesus, Cristal, Adrian

“… We leverage OmpSs, a task-based OpenMP derivative programming model (PM) and its Nanos asynchronous dataflow runtime…”
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Efficient Task-Based Code Generation for SDF Graph Execution on Multicore Processors by Georgakarakos, Georgios, Lilius, Johan

“… One of the promising techniques that have been proposed to address this problem is the correlation of dataflow and task programming models…”
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Integrating Dataflow Abstractions into the Shared Memory Model by Gajinov, Vladimir, Stipic, Srdjan, Unsal, Osman S., Harris, Tim, Ayguade, Eduard, Cristal, Adrian

“…In this paper we present Atomic Dataflow model (ADF), a new task-based parallel programming model for C/C++…”
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DragDL:An Easy-to-Use Graphical DL Model Construction System by Tang, Shi-zheng, Zhang, Yan-feng

“… and tuning.It is difficult for them to build performance-optimized models.Second, modules such as data preprocessing, model training, and prediction often involve more…”
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τ C: C with Process Network Extensions for Embedded Manycores by Goubier, Thierry, Couroussé, Damien, Azaiez, Selma

“… the architecture itself a daunting task. Process Networks and other dataflow based Models of Computation (MoC…”
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Keynote talk: Towards automatic resource management in parallel architectures by Stenstrom, Per

“… These include task-based dataflow programming models and transactional memory. I will also present a framework for resource management and recent findings concerning…”
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