Výsledky vyhledávání - Chunks and Tasks programming model

Locality-aware parallel block-sparse matrix-matrix multiplication using the Chunks and Tasks programming model Autor Rubensson, Emanuel H., Rudberg, Elias

“…•The quadtree structure is implemented using the Chunks and Tasks programming model.•Data locality is exploited without prior information about matrix sparsity pattern…”
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Parallelization and scalability analysis of inverse factorization using the chunks and tasks programming model Autor Artemov, Anton G., Rudberg, Elias, Rubensson, Emanuel H.

“… All three methods are implemented using the Chunks and Tasks programming model, building on the distributed sparse quad-tree matrix representation and parallel matrix-matrix multiplication…”
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The Chunks and Tasks Matrix Library Autor Rubensson, Emanuel H., Rudberg, Elias, Kruchinina, Anastasia, Artemov, Anton G.

“…We present a C++ header-only parallel sparse matrix library, based on sparse quadtree representation of matrices using the Chunks and Tasks programming model…”
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Parallelization and scalability analysis of inverse factorization using the Chunks and Tasks programming model Autor Artemov, Anton G, Rudberg, Elias, Rubensson, Emanuel H

“… All three methods are implemented using the Chunks and Tasks programming model, building on the distributed sparse quad-tree matrix representation and parallel matrix-matrix multiplication…”
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Locality-aware parallel block-sparse matrix-matrix multiplication using the Chunks and Tasks programming model Autor Rubensson, Emanuel H, Rudberg, Elias

“… A distributed quadtree matrix representation is straightforward to implement due to our recent development of the Chunks and Tasks programming model [Parallel Comput. 40, 328 (2014…”
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Chunks and Tasks: A programming model for parallelization of dynamic algorithms Autor Rubensson, Emanuel H., Rudberg, Elias

“…•We present a new parallel programming model named Chunks and Tasks.•Designed to work well for dynamic algorithms…”
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Chunks and Tasks: a programming model for parallelization of dynamic algorithms Autor Rubensson, Emanuel H, Rudberg, Elias

“…We propose Chunks and Tasks, a parallel programming model built on abstractions for both data and work…”
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The Chunks and Tasks Matrix Library 2.0 Autor Rubensson, Emanuel H, Rudberg, Elias, Kruchinina, Anastasia, Artemov, Anton G

“…We present a C++ header-only parallel sparse matrix library, based on sparse quadtree representation of matrices using the Chunks and Tasks programming model…”
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Approximate multiplication of nearly sparse matrices with decay in a fully recursive distributed task-based parallel framework Autor Artemov, Anton G

“… Implementations done using the Chunks and Tasks programming model and library [E. H. Rubensson and E. Rudberg, Parallel Comput…”
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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…”
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Satellite-Terrestrial Assisted Multi-Tier Computing Networks With MIMO Precoding and Computation Optimization Autor Ding, Changfeng, Wang, Jun-Bo, Chen, Yijian, Yu, Hongkang, Cheng, Ming, Lin, Min, Wang, Jiangzhou

“… (UTs) in next generation wireless networks. In the STMTCN, UT's computation task can be processed at different computing entities and a multi-tier computation model…”
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Deep context transformer: bridging efficiency and contextual understanding of transformer models Autor Ghaith, Shadi

“…) tasks, particularly in dialogue systems and code completion. Although they are powerful, traditional transformer models, struggle to manage extended sequences…”
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Sparse approximate matrix-matrix multiplication for density matrix purification with error control Autor Artemov, Anton G, Rubensson, Emanuel H

“… The scheme for error control and the sparse approximate multiplication are implemented using the Chunks and Tasks parallel programming model…”
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Working Memory for Online Memory Binding Tasks: A Hybrid Model Autor Yazdi, Seyed Mohammad Mahdi Heidarpoor, Abbassian, Abdolhossein

“… In this work, we design a hybrid model in which a simple feed-forward network is coupled to a balanced random network via a read…”
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Applications of the MapReduce programming framework to clinical big data analysis: current landscape and future trends Autor Mohammed, Emad A, Far, Behrouz H, Naugler, Christopher

“… The MapReduce programming framework uses two tasks common in functional programming: Map and Reduce. MapReduce is a new parallel processing framework and Hadoop is its open-source implementation on a single…”
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Multi-Task Sequence Tagging for Denoised Causal Relation Extraction Autor Zhang, Yijia, Liu, Chaofan, Zhu, Yuan, Chen, Wanyu

“…Extracting causal relations from natural language texts is crucial for uncovering causality, and most existing causal relation extraction models are single-task learning-based models, which can not…”
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CloudFlow: A data-aware programming model for cloud workflow applications on modern HPC systems Autor Zhang, Fan, Malluhi, Qutaibah M., Elsayed, Tamer, Khan, Samee U., Li, Keqin, Zomaya, Albert Y.

“… Modern HPC systems, represented by High-Throughput Computing (HTC) and Many-Task Computing (MTC…”
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BulkCompiler: high-performance sequential consistency through cooperative compiler and hardware support Autor Ahn, W., Qi, S., Nicolaides, M., Torrellas, J., Lee, J.-W., Fang, X., Midkiff, S., Wong, David

“…A platform that supported Sequential Consistency (SC) for all codes --- not only the well-synchronized ones --- would simplify the task of programmers…”
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Continuous discovery of Causal nets for non-stationary business processes using the Online Miner Autor Potoniec, Jedrzej, Sroka, Daniel, Pawlak, Tomasz P.

“… Capturing business process specifics using a model is essential to effectively manage, control, and instruct the process participants with their roles and tasks…”
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Modelling assistants based on information reuse: a user evaluation for language engineering Autor Mora Segura, Ángel, de Lara, Juan, Wimmer, Manuel

“…-)modelling assistant called Extremo . Extremo represents heterogeneous information sources with a common data model, supports its uniform querying and reusing information chunks for building (meta-)models…”
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