Search Results - Data-Parallel Programming Model*

Transformer: A New Paradigm for Building Data-Parallel Programming Models by Wang, Peng, Meng, Dan, Han, Jizhong, Zhan, Jianfeng, Tu, Bibo, Shi, Xiaofeng, Wan, Le

“… the transformer programming framework aims to facilitate the building of diverse data-parallel programming models…”
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A Structured Synchronization and Communication Model Fitting Irregular Data Accesses by Melin, Emmanuel, Raffin, Bruno, Rebeuf, Xavier, Virot, Bernard

“…In this paper, we present a parallel programming and execution model based on alogicalordering of control flows…”
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Experiences Porting NAMD to the Data Parallel C++ Programming Model by Hardy, David J, Choi, Jaemin, Jiang, Wei, Tajkhorshid, Emad

“…HPC applications have a growing need to leverage heterogeneous computing resources with a vendor-neutral programming paradigm. Data Parallel C++…”
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Understanding the Performances of Sparse Compression Formats Using Data Parallel Programming Model by Mehrez, Ichrak, Hamdi-Larbi, Olfa, Dufaud, Thomas, Emad, Nahid

“… The general context of this work is to propose an auto-tuner system that, given a sparse matrix, a numerical method, a parallel programming model and an architecture, can automatically select…”
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Review of data-parallel programming model by Ke Hou, Jing Zhang, Jun-huai Li

“…Data-parallel programming model (DPPM for short) specialized for data-intensive computing becomes considerable popular because it simplifies the development of distributed parallel programs…”
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User transparency: a fully sequential programming model for efficient data parallel image processing by Seinstra, F. J., Koelma, D.

“…) implementation of data parallel imaging applications for execution on homogeneous distributed memory MIMD…”
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Portable data‐parallel surface reconstruction on a uniform rectilinear grid by Francois, Marianne M., Lo, Li‐Ta, Sewell, Christopher, Velechovsky, Jan

“…Summary With the increasing heterogeneity and on‐node parallelism of high‐performance computing hardware, a major challenge is to develop portable and…”
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A data parallel programming model based on distributed objects by Diaconescu, R., Conradi, R.

“…This paper proposes a data parallel programming model suitable for loosely synchronous, irregular applications…”
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dataClay: The Integration of Persistent Data, Parallel Programming Models, and True Sharing by Cortes, Toni

“…). This differentiation between data has many negative side effects because persistent data cannot be integrated into the programming model…”
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Data Parallel Programming Model for Many-Core Architectures by Yongpeng Zhang

“… This is done by exploiting data parallelism in existing algorithms. However, programming in a data-parallel fashion imposes extra burdens to programmers, who are used to writing sequential programs…”
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PDDP, A Data Parallel Programming Model by Warren, Karen H.

“…PDDP, the parallel data distribution preprocessor, is a data parallel programming model for distributed memory parallel computers…”
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Big data provenance: Challenges, state of the art and opportunities by Wang, Jianwu, Crawl, Daniel, Purawat, Shweta, Nguyen, Mai, Altintas, Ilkay

“…Ability to track provenance is a key feature of scientific workflows to support data lineage and reproducibility. The challenges that are introduced by the…”
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Microsoft Assigned Patent for Compiler-generated Invocation Stubs for Data Parallel Programming Model

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OpenCL - An effective programming model for data parallel computations at the Cell Broadband Engine by Breitbart, Jens, Fohry, Claudia

“…Current processor architectures are diverse and heterogeneous. Examples include multicore chips, CPUs and the Cell Broadband Engine (CBE). The recent Open…”
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US Patent Issued to Microsoft on Nov. 19 for "Compiler-generated invocation stubs for data parallel programming model" (Washington Inventors)

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Data parallel C++ : mastering DPC++ for programming of heterogeneous systems using C++ and SYCL by Reinders, James, Ashbaugh, Ben, Brodman, James, Kinsner, Michael, Pennycook, John, Tian, Xinmin

“…Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and…”
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A datalog-based computational model for coordination-free, data-parallel systems by INTERLANDI, MATTEO, TANCA, LETIZIA

“…: data-parallel, and eventually consistent, distributed systems. Declarative networking has been recently proposed to ease the task of programming in the cloud…”
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A data-parallel programming model for reconfigurable architectures by Guccione, S.A., Gonzalez, M.J.

“… A vector based data-parallel model and its mapping to a reconfigurable architecture are introduced…”
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A Review on Large Scale Graph Processing Using Big Data Based Parallel Programming Models by Mohan, Anuraj, G, Remya

“… MapReduce has emerged as a Big Data based programming model for the processing of massively large datasets…”
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Multi-Level Graph Layout on the GPU by Frishman, Yaniv, Tal, Ayellet

“… The second contribution is computing the layout on the GPU. Since the GPU requires a data parallel programming model, the challenge is devising a mapping of a naturally unstructured graph into a well-partitioned structured one…”
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