Peer-reviewed Articles - Computer sci

119 downloads
556 views

Numerical solutions of equation-based simulations require computationally intensive tasks such as evaluation of model equations, linear algebra operations and solution of systems of linear equations. The focus in this work is on parallel evaluation of model equations...

["Distributed and Parallel Computing","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.160
95 downloads
575 views

The sparse matrix-vector product (SpMV) is a fundamental operation in many scientific applications from various fields. The High Performance Computing (HPC) community has therefore continuously invested a lot of effort to provide an efficient SpMV kernel on modern...

["Distributed and Parallel Computing","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.151
1 citation
548 downloads
3,512 views

We describe best practices for providing convenient, high-speed, secure access to large data via research data portals. We capture these best practices in a new design pattern, the Modern Research Data Portal, that disaggregates the traditional monolithic web-based...

["Computer Networks and Communications","Data Science","Distributed and Parallel Computing","Security and Privacy","World Wide Web and Web Science"]
doi:10.7717/peerj-cs.144
218 downloads
1,159 views

The continuous increase of unbound streaming data poses several challenges to established data stream processing engines. One of the most important challenges is the cost-efficient enactment of stream processing topologies under changing data volume. These data...

["Adaptive and Self-Organizing Systems","Distributed and Parallel Computing"]
doi:10.7717/peerj-cs.141
213 downloads
1,036 views

Betweenness, a widely employed centrality measure in network science, is a decent proxy for investigating network loads and rankings. However, its extremely high computational cost greatly hinders its applicability in large networks. Although several parallel algorithms...

["Distributed and Parallel Computing","Network Science and Online Social Networks"]
doi:10.7717/peerj-cs.140
142 downloads
1,130 views

The accurate knowledge of Heat Transfer Coefficients is essential for the design of precise heat transfer operations. The determination of these values requires Inverse Heat Transfer Calculations, which are usually based on heuristic optimisation techniques, like...

["Distributed and Parallel Computing","Graphics","Scientific Computing and Simulation","Software Engineering"]
doi:10.7717/peerj-cs.138
330 downloads
1,687 views

Despite recent algorithmic improvements, learning the optimal structure of a Bayesian network from data is typically infeasible past a few dozen variables. Fortunately, domain knowledge can frequently be exploited to achieve dramatic computational savings, and...

["Artificial Intelligence","Data Mining and Machine Learning","Data Science","Distributed and Parallel Computing"]
doi:10.7717/peerj-cs.122
236 downloads
1,166 views

The ever-growing amount of data produced by and in today’s smart cities offers significant potential for novel applications created by city stakeholders as well as third parties. Current smart city application models mostly assume that data is exclusively managed...

["Distributed and Parallel Computing","Software Engineering"]
doi:10.7717/peerj-cs.115
348 downloads
1,585 views

In this paper, we introduce a framework for implementing deep copy on top of MPI. The process is initiated by passing just the root object of the dynamic data structure. Our framework takes care of all pointer traversal, communication, copying and reconstruction...

["Computer Networks and Communications","Distributed and Parallel Computing","Programming Languages"]
doi:10.7717/peerj-cs.95
2 citations
428 downloads
1,191 views

Summary. Differential Evolution Entirely Parallel (DEEP) package is a software for finding unknown real and integer parameters in dynamical models of biological processes by minimizing one or even several objective functions that measure the deviation of model...

["Computational Biology","Distributed and Parallel Computing","Optimization Theory and Computation"]
doi:10.7717/peerj-cs.74
10 citations
685 downloads
2,805 views

Clawpack is a software package designed to solve nonlinear hyperbolic partial differential equations using high-resolution finite volume methods based on Riemann solvers and limiters. The package includes a number of variants aimed at different applications and...

["Distributed and Parallel Computing","Scientific Computing and Simulation"]
doi:10.7717/peerj-cs.68
1 citation
289 downloads
1,647 views

Container-based application deployments have received significant attention in recent years. Operating system virtualization based on containers as a mechanism to deploy and manage complex, large-scale software systems has become a popular mechanism for application...

["Adaptive and Self-Organizing Systems","Distributed and Parallel Computing","Software Engineering"]
doi:10.7717/peerj-cs.66
203 downloads
1,269 views

Hypertension or high blood pressure is a condition on the rise. Not only does it affect the elderly but is also increasingly spreading to younger sectors of the population. Treating it involves exhaustive monitoring of patients. A tool adapted to the particular...

["Computer Networks and Communications","Distributed and Parallel Computing"]
doi:10.7717/peerj-cs.69
436 downloads
1,910 views

Reducing the energy footprint of data centers continues to receive significant attention due to both its financial and environmental impact. There are numerous methods that limit the impact of both factors, such as expanding the use of renewable energy or participating...

["Distributed and Parallel Computing","Multimedia","Operating Systems"]
doi:10.7717/peerj-cs.34
2 citations
431 downloads
1,824 views

Vehicular data collection applications are emerging as an appealing technology to monitor urban areas, where a high concentration of connected vehicles with onboard sensors is a near future scenario. In this context, smartphones are, on one side, effective enablers...

["Computer Networks and Communications","Distributed and Parallel Computing","Mobile and Ubiquitous Computing"]
doi:10.7717/peerj-cs.15

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