Výsledky vyhledávání - Task-based dataflow programming models

Multi-GPU work sharing in a task-based dataflow programming model Autor 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…”
Získat plný text

General Purpose Task-Dependence Management Hardware for Task-Based Dataflow Programming Models Autor 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…”
Získat plný text

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…”
Získat plný text

Picos, A Hardware Task-Dependence Manager for Task-Based Dataflow Programming Models Autor 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…”
Získat plný text

Performance analysis of a hardware accelerator of dependence management for task-based dataflow programming models Autor 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…”
Získat plný text

Dynamic Load Balancing and Elasticity in a Distributed Heterogeneous Task-Based Dataflow Runtime Autor John, Joseph

“…Scientific computing software in high performance computing (HPC) has relied heavily on process-centric distributed programming models for over thirty years…”
Získat plný text

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 illustrate the capabilities of Hybrid Workflows, we have built a Distributed Stream Library and a fully functional prototype extending COMPSs, a mature, general-purpose, task-based, parallel programming model…”
Získat plný text

Performance analysis of a hardware accelerator of dependence management for taskbased dataflow programming models Autor Tan, Xubin, Bosch Pons, Jaume, Jiménez González, Daniel, Álvarez Martínez, Carlos, Ayguadé Parra, Eduard, Valero Cortés, 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…”
Získat plný text

Integrating Dataflow Abstractions into the Shared Memory Model Autor 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++…”
Získat plný text

Fault-Tolerant Protocol for Hybrid Task-Parallel Message-Passing Applications Autor 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…”
Získat plný text

Task-based execution of synchronous dataflow graphs for scalable multicore computing Autor 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…”
Získat plný text

Evaluation of dataflow programming models for electronic structure theory Autor Jagode, Heike, Danalis, Anthony, Hoque, Reazul, Faverge, Mathieu, Dongarra, Jack

“…Summary Dataflow programming models have been growing in popularity as a means to deliver a good balance between performance and portability in the post‐petascale era…”
Získat plný text

Loop level speculation in a task based programming model Autor 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…”
Získat plný text

NanoCheckpoints: A Task-Based Asynchronous Dataflow Framework for Efficient and Scalable Checkpoint/Restart Autor 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…”
Získat plný text

Distributed Work Stealing in a Task-Based Dataflow Runtime Autor Joseph, John, Milthorpe, Josh, Strazdins, Peter

“…The task-based dataflow programming model has emerged as an alternative to the process-centric programming model for extreme-scale applications…”
Získat plný text

Extension of a Task-Based Model to Functional Programming Autor Ponce, Lucas M., Lezzi, Daniele, Badia, Rosa M., Guedes, Dorgival

“…) and massive data processing (Big Data). Traditional HPC frameworks, like COMPSs, are mostly task-based, while popular big-data environments, like Spark, are based on functional programming principles…”
Získat plný text

Efficient Task-Based Code Generation for SDF Graph Execution on Multicore Processors Autor 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…”
Získat plný text

Pushing the Boundaries of Small Tasks: Scalable Low-Overhead Data-Flow Programming in TTG Autor Schuchart, Joseph, Nookala, Poornima, Herault, Thomas, Valeev, Edward F., Bosilca, George

“… Task-based programming models, in particular, are well-suited to cope with the ubiquitous multi- and many-core systems since they allow applications to express all available concurrency…”
Získat plný text

A survey on the Distributed Computing stack Autor Ramon-Cortes, Cristian, Alvarez, Pol, Lordan, Francesc, Alvarez, Javier, Ejarque, Jorge, Badia, Rosa M.

“… Application Development (including Task-based Workflows, Dataflows, and Graph Processing), Platform (including Data Sharing and Resource Management…”
Získat plný text

Architectural support for task scheduling: hardware scheduling for dataflow on NUMA systems Autor Khan, Behram, Goodman, Daniel, Khan, Salman, Toms, Will, Faraboschi, Paolo, Luján, Mikel, Watson, Ian

“… Software-only schedulers can implement various scheduling policies and algorithms that match the characteristics of different applications and programming models…”
Získat plný text