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Data parallelism

Known as: Data level parallelism, Data-parallelism, Data-level parallelism 
Data parallelism is a form of parallelization across multiple processors in parallel computing environments. It focuses on distributing the data… 
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Broader (1)

Parallel computing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
XHAMI – extended HDFS and MapReduce interface for Big Data image processing applications in cloud computing environments
Hadoop distributed file system (HDFS) and MapReduce model have become popular technologies for large‐scale data organization and… 
2014
2014
Minerva: A Scalable and Highly Efficient Training Platform for Deep Learning
The tooling landscape of deep learning is fragmented by a growing gap between the generic and productivity-oriented tools that… 
2011
2011
Frameworks for Multi-core Architectures: A Comprehensive Evaluation Using 2D/3D Image Registration
The development of standard processors changed in the last years moving from bigger, more complex, and faster cores to putting… 
2005
2005
An Enhanced Parallel Loop Self-Scheduling Scheme for Cluster Environments
Approaches for dealing with scheduling and load-balancing in PC-based cluster systems are famous and well known. In such… 
2004
2004
Finite state machine-based optimization of data parallel regular domain problems applied in low-level image processing
A popular approach to providing nonexperts in parallel computing with an easy-to-use programming model is to design a software… 
1995
1995
Framework for optimizing parallel I/O
There has been a great deal of recent interest in parallel I/O. This paper discusses issues in the design and implementation of a… 
1995
1995
Runtime Support for Programming in Adaptive Parallel Environments
There has been an increasing trend towards using a network of non-dedicated workstations for parallel programming. In such an… 
1992
1992
Direct Simulation Monte Carlo (DSMC) on the Connection Machine
The massively parallel computer Connection Machine is utilized to map an improved version of the direct simulation Monte Carlo… 
Highly Cited
1991
Highly Cited
1991
Fast rotation of volume data on parallel architectures
An algorithm for rendering of orthographic views of volume data on data-parallel computer architectures is described. In… 
1991
1991
A critique of the programming language C
C is a data parallel programming language origi nally developed for the Connection Machine E orts are now underway to standardize… 
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