Search Results - Task-parallel programming

Performance Characterization of Python Runtimes for Multi-device Task Parallel Programming by Ruys, William, Lee, Hochan, You, Bozhi, Talati, Shreya, Park, Jaeyoung, Almgren-Bell, James, Yan, Yineng, Fernando, Milinda, Erez, Mattan, Gligoric, Milos, Burtscher, Martin, Rossbach, Christopher J., Pingali, Keshav, Biros, George

“… programming abstractions and runtime mechanisms to simplify their management and enhance portability…”
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Task Parallel Programming on the HammerBlade Manycore by Ruttenberg, Max

“… By contrast, the dynamic task parallel programming model has enjoyed considerable…”
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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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Task-Parallel Programming with Constrained Parallelism by Huang, Tsung-Wei, Hwang, Leslie

“…Task graph programming model (TGPM) has become central to a wide range of scientific computing applications because it enables top-down optimization of parallelism that governs the macro-scale performance…”
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Task-Parallel Heterogeneous Programming System for Logic Simulation by Lin, Dian-Lun

“…This thesis addresses critical challenges in the realm of parallel and heterogeneous computing, with a specific focus on logic simulation, which is crucial for…”
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Traveler: Navigating Task Parallel Traces for Performance Analysis by Sakin, Sayef Azad, Bigelow, Alex, Tohid, R., Scully-Allison, Connor, Scheidegger, Carlos, Brandt, Steven R., Taylor, Christopher, Huck, Kevin A., Kaiser, Hartmut, Isaacs, Katherine E.

“…Understanding the behavior of software in execution is a key step in identifying and fixing performance issues. This is especially important in high…”
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Characterizing and Mitigating Work Time Inflation in Task Parallel Programs by Olivier, Stephen L., de Supinski, Bronis R., Schulz, Martin, Prins, Jan F.

“…Task parallelism raises the level of abstraction in shared memory parallel programming to simplify the development of complex applications…”
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Scalable task parallelism for NUMA: A uniform abstraction for coordinated scheduling and memory management by Drebes, Andi, Pop, Antoniu, Heydemann, Karine, Cohen, Albert, Drach, Nathalie

“…Dynamic task-parallel programming models are popular on shared-memory systems, promising enhanced scalability, load balancing and locality…”
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FunctionFlow: coordinating parallel tasks by FAN, Xuepeng, LIAO, Xiaofei, JIN, Hai

“…With the growing popularity of task-based parallel programming, nowadays task-parallel programming libraries and languages are still with limited support for coordinating parallel tasks…”
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LilyTask parallel language 3.5 - approach towards task parallel programming in heterogeneous SMP-clusters by Tao Wang, Nan Di, Jian Shen, Min Liu

“… Task parallel systems may be good candidates since they may easily support dynamic task assignment…”
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Task parallel programming model + hardware acceleration = performance advantage by Dallou, Tamer, Lucas, Divino Cesar Soares, Araujo, Guido, Morais, Lucas, Barbosa, Eduardo Ferreira, Frank, Michael, Bagley, Richard, Sayana, Raj

“…This article consists only of a collection of slides from the author's conference presentation…”
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TAPA: A Scalable Task-Parallel Dataflow Programming Framework for Modern FPGAs with Co-Optimization of HLS and Physical Design by Guo, Licheng, Yuze Chi, Lau, Jason, Song, Linghao, Tian, Xingyu, Khatti, Moazin, Qiao, Weikang, Wang, Jie, Ecenur Ustun, Fang, Zhenman, Zhang, Zhiru, Cong, Jason

“…In this paper, we propose TAPA, an end-to-end framework that compiles a C++ task-parallel dataflow program into a high-frequency FPGA accelerator…”
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Using intra-core loop-task accelerators to improve the productivity and performance of task-based parallel programs by Kim, Ji, Jiang, Shunning, Torng, Christopher, Wang, Moyang, Srinath, Shreesha, Ilbeyi, Berkin, Al-Hawaj, Khalid, Batten, Christopher

“…Task-based parallel programming frameworks offer compelling productivity and performance benefits for modern chip multi-processors (CMPs…”
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An approach to task-based parallel programming for undergraduate students by Ayguadé, Eduard, Jiménez-González, Daniel

“…” loop-based approach, which is the focus of parallel programming courses in other universities, this course presents the parallel programming concepts using a task-based approach…”
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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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Wait-free Hyperobjects for Task-Parallel Programming Systems by Wimmer, Martin

“…Hyperobjects are efficient mechanisms to coordinate accesses to shared variables and data-structures in task-parallel programming models, where each thread can operate on its own coordinated local…”
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Distributed dynamic load balancing for task parallel programming by Zafari, Afshin, Larsson, Elisabeth

“…In this paper, we derive and investigate approaches to dynamically load balance a distributed task parallel application software…”
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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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A GPU Task-Parallel Model with Dependency Resolution by Tzeng, Stanley, Lloyd, Brandon, Owens, John D.

“…A task-parallel approach to programming commodity graphics hardware is useful for implementing irregular parallel workloads with dependencies, particularly for applications such as video encoding…”
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Pipeflow: An Efficient Task-Parallel Pipeline Programming Framework using Modern C++ by Cheng-Hsiang, Chiu, Tsung-Wei, Huang, Guo, Zizheng, Lin, Yibo

“… As a result, we introduce a new task-parallel pipeline programming framework called Pipeflow…”
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