Search Results - asynchronous parallel execution models

Gluon-Async: A Bulk-Asynchronous System for Distributed and Heterogeneous Graph Analytics by Dathathri, Roshan, Gill, Gurbinder, Hoang, Loc, Jatala, Vishwesh, Pingali, Keshav, Nandivada, V. Krishna, Dang, Hoang-Vu, Snir, Marc

“…) programming and execution model. BSP permits bulk-communication and uses large messages which are supported efficiently by current message transport layers, but bulk-synchronization can exacerbate the performance impact of load…”
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Parallel Asynchronous Strategies for the Execution of Feature Selection Algorithms by Silva, Jorge, Aguiar, Ana, Silva, Fernando

“…Reducing the dimensionality of datasets is a fundamental step in the task of building a classification model…”
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Asynchronous Branch-Parallel Simulation of Detailed Neuron Models by Magalhães, Bruno R. C., Sterling, Thomas, Hines, Michael, Schürmann, Felix

“…Simulations of electrical activity of networks of morphologically detailed neuron models allow for a better understanding of the brain…”
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Asynchronous parallel simulation of parallel programs by Prakash, S., Deelman, E., Bagrodia, R.

“… The simulation models can be executed sequentially or in parallel. Parallel execution of the models are synchronized using a set of asynchronous conservative protocols…”
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APapo: An asynchronous parallel optimization method for DNN models by Liu, Shuai, Ju, Tao

“…) models, this paper proposes an asynchronous parallel optimization method APapo. Firstly, a multi-iteration asynchronous pipeline parallel scheduling was established…”
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SQLoop: High Performance Iterative Processing in Data Management by Floratos, Sofoklis, Zhang, Yanfeng, Yuan, Yuan, Lee, Rubao, Zhang, Xiaodong

“… Second, its synchronous execution model cannot perform asynchronous computing to further accelerate execution in parallel…”
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mpi4py.futures: MPI-based asynchronous task execution for Python by Rogowski, Marcin, Aseeri, Samar A., Keyes, David E., Dalcin, Lisandro

“…We present mpi4py.futures, a lightweight, asynchronous task execution framework targeting the Python programming language and using the Message Passing Interface (MPI…”
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OSAM.KBMS/P: a parallel, active, object-oriented knowledge base server by Su, S.Y.W., Jawadi, R., Cherukuri, P., Qiang Li, Nartey, R.

“… mechanisms than the traditional priority-based mechanism to specify the control structural relationships and parallel execution properties among rules…”
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ARENA: Asynchronous Reconfigurable Accelerator Ring to Enable Data-Centric Parallel Computing by Tan, Cheng, Xie, Chenhao, Geng, Tong, Marquez, Andres, Tumeo, Antonino, Barker, Kevin, Li, Ang

“… the ensemble of a new architecture and programming model that enables asynchronous tasking across…”
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Message-Passing Based Communication via Asynchronous Execution (Shunts) by Alshammari, Nayef H.

“…In this paper, a Parallel Runtime Verification Framework (PRVF) is presented. It can handle parallel systems using message-passing based communication via asynchronous execution mode…”
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Scalable Heterogeneous Computing With Asynchronous Message-Driven Execution by Choi, Jaemin

“… Asynchronous message-driven execution, realized in the Charm++ parallel programming system, is an emerging model that has been…”
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Improving Efficiency of Parallel Vertex-Centric Algorithms for Irregular Graphs by Ozdal, Muhammet Mustafa

“…Memory access is known to be the main bottleneck for shared-memory parallel graph applications especially for large and irregular graphs…”
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BSSync: Processing Near Memory for Machine Learning Workloads with Bounded Staleness Consistency Models by Joo Hwan Lee, Jaewoong Sim, Hyesoon Kim

“… While considerable effort has been devoted to reducing the communication latency between nodes by utilizing asynchronous parallelism, inefficient utilization of relaxed consistency models within…”
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A New Execution Model and Executor for Adaptively Optimizing the Performance of Parallel Algorithms Using HPX Runtime System by Mohammadiporshokooh, Karame, Brandt, Steven R., Kaiser, Hartmut

“…Developing parallel algorithms efficiently requires careful management of concurrency across diverse hardware architectures. C++…”
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SCL-Chan: an asynchronous data-parallel language for irregular algorithms by Melin, E., Raffin, B., Rebeuf, X., Virot, B.

“… We propose a programming language that integrates both a synchronous data parallel programming model and an asynchronous execution model…”
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TAIL: Exploiting Temporal Asynchronous Execution for Efficient Spiking Neural Networks with Inter-Layer Parallelism by Li, Haomin, Liu, Fangxin, Wang, Zongwu, Lyu, Dongxu, Huang, Shiyuan, Yang, Ning, Sun, Qi, Song, Zhuoran, Jiang, Li

“… However, the existing SNN execution model, based on software simulation or synchronized hardware circuitry, is incompatible with the event-driven nature, thus resulting in poor performance and energy efficiency…”
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SCAC: Weakly-coupled execution model for massively parallel systems by Krichene, Hana, Baklouti, Mouna, Marquet, Philippe, Dekeyser, Jean-Luc, Abid, Mohamed

“…This work proposes an execution model for massively parallel systems aiming at ensuring the communications overlap by the computations…”
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Adaptive Task-Based Intermittent Computing System With Parallel State Backup by Zhang, Wei, Zhang, Qianling, Lv, Mingsong, Liu, Songran, Zhou, Zimeng, Chen, Qiulin, Guan, Nan, Ju, Lei

“… This article, for the first time, proposes to parallelize state backup and program execution with asynchronous direct memory access (DMA…”
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Asynchronous Task-Based Execution of the Reverse Time Migration for the Oil and Gas Industry by AlOnazi, A., Ltaief, H., Keyes, D., Said, I., Thibault, S.

“… Our software, TB-RTM, infrastructure engine relies on the StarPU dynamic runtime system to orchestrate the asynchronous scheduling of RTM computational tasks on the underlying resources…”
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MIMD Programs Execution Support on SIMD Machines: A Holistic Survey by Mustafa, Dheya, Alkhasawneh, Ruba, Obeidat, Fadi, Shatnawi, Ahmed S.

“… The SIMD model is used in traditional CPUs, dedicated vector systems, and accelerators such as GPUs, vector extensions, and Xeon Phi…”
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