Impact of data layouts on the efficiency of GPU-accelerated IDW interpolation

G Mei, H Tian - SpringerPlus, 2016 - Springer
This paper focuses on evaluating the impact of different data layouts on the computational
efficiency of GPU-accelerated Inverse Distance Weighting (IDW) interpolation algorithm …

Improving GPU-accelerated adaptive IDW interpolation algorithm using fast kNN search

G Mei, N Xu, L Xu - SpringerPlus, 2016 - Springer
This paper presents an efficient parallel Adaptive Inverse Distance Weighting (AIDW)
interpolation algorithm on modern Graphics Processing Unit (GPU). The presented …

Accelerating adaptive inverse distance weighting interpolation algorithm on a graphics processing unit

G Mei, L Xu, N Xu - Royal Society open science, 2017 - royalsocietypublishing.org
This paper focuses on designing and implementing parallel adaptive inverse distance
weighting (AIDW) interpolation algorithms by using the graphics processing unit (GPU). The …

Evaluating the power of GPU acceleration for IDW interpolation algorithm

G Mei - The Scientific World Journal, 2014 - Wiley Online Library
We first present two GPU implementations of the standard Inverse Distance Weighting (IDW)
interpolation algorithm, the tiled version that takes advantage of shared memory and the …

Performance impact of data layout on the gpu-accelerated idw interpolation

G Mei, H Tian - arXiv preprint arXiv:1402.4986, 2014 - arxiv.org
This paper focuses on evaluating the performance impact of different data layouts on the
GPU-accelerated IDW interpolation. First, we redesign and improve our previous GPU …

Spreading high performance computing skills with e-learning support

M Melicherčík, V Siládi, M Svítek… - 2018 16th International …, 2018 - ieeexplore.ieee.org
This paper deals with the topic of education in field of the High Performance Computing
(HPC). According to our survey in Slovak academic institutions, there is lack of the HPC …

A parallel processing of spatial data interpolation on computing cloud

V Siládi, L Huraj, N Polčák, E Vesel - … of the Fifth Balkan Conference in …, 2012 - dl.acm.org
In a short span of time, cloud computing has grown, particularly for commercial web
applications. But the cloud computing has the potential to become a greater instrument for …

Runtime visualization of application progress and monitoring of a gpu-enabled parallel environment

S Bultrowicz, P Czarnul, P Rościszewski - 2014 - mostwiedzy.pl
The paper presents design, implementation and real life uses of a visualization subsystem
for a distributed framework for parallelization of workflow-based computations among …

Evaluating grid computing platform for snow cover

L Huraj, V Siládi - 2014 - nopr.niscpr.res.in
This paper presents the solution of interpolating algorithm of snow cover computing on
different parallel computing architectures, eg cluster, graphics processing units (GPUs), multi …

Applying Data Mining Methods to Structural Identification

M Horalova Kalinova, G Michalconok… - Advanced Materials …, 2013 - Trans Tech Publ
The main purpose of this paper is to present the possibilities of applying data mining
methods to the problem of structural identification of complex systems, focusing on the static …