JuLib | Articles & more - {"Data-Intensive Science and Federated Computing"}

1

Preprint

HeAT -- a Distributed and GPU-accelerated Tensor Framework for Data Analytics

Götz, Markus
2020

“...Data-Intensive Science and Federated Computing...”

2

Contribution to a book
Contribution to a conference proceedings

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

3

Poster

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

4

Conference Presentation

Near Surface Ozone Predictions Based on Multiple ANN Architectures

Kleinert, Felix
2019

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

5

Contribution to a book
Contribution to a conference proceedings

The Helmholtz Analytics Toolkit (HeAT) - A Scientific Big Data Library for HPC -

Krajsek, Kai
2019

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

6

Abstract

Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures

Kleinert, Felix
2019

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

7

Journal Article

Parallel Computation of Component Trees on Distributed Memory Machines

Götz, Markus
2018

IEEE transactions on parallel and distributed systems, 29 (2018) 11, S. 2582 -

“...Data-Intensive Science and Federated Computing...”
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8

Contribution to a book
Contribution to a conference proceedings

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Lange, Julius
2018

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

9

Conference Presentation

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Lange, Julius
2018

“...Data-Intensive Science and Federated Computing...”
OpenAccess OpenAccess

10

Contribution to a book
Contribution to a conference proceedings

Facilitating collaboration in high-performance computing projects with an interaction room

Book, Matthias
2017

“...Data-Intensive Science and Federated Computing...”

11

Book
Dissertation / PhD Thesis

Scalable Data Analysis in High Performance Computing

Götz, Markus
2017

“...Data-Intensive Science and Federated Computing...”

12

Contribution to a book
Contribution to a conference proceedings

Supporting Software Engineering Practices in the Development of Data-Intensive HPC Applications with the JuML Framework

Götz, Markus
2017

“...Data-Intensive Science and Federated Computing...”
Restricted Restricted OpenAccess

13

Contribution to a book
Contribution to a conference proceedings

Automatic Object Detection using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay

Bodenstein, Christian
2017

“...Data-Intensive Science and Federated Computing...”
Restricted OpenAccess

14

Poster

Automated Soccer Scene Tracking Using Deep Neural Networks

Bodenstein, Christian
2016

“...Data-Intensive Science and Federated Computing...”
OpenAccess

15

Poster

Automatic Object Detection using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay

Bodenstein, Christian
2016

“...Data-Intensive Science and Federated Computing...”
OpenAccess

16

Conference Presentation

Human Brain Analytics using CNN and HPDBSCAN

Götz, Markus
2015

“...Data-Intensive Science and Federated Computing...”

17

Conference Presentation

Practice & Experience with Scalable Clustering Algorithms for Statistical Earth Science Data Mining

Götz, Markus
2015

“...Data-Intensive Science and Federated Computing...”

18

Conference Presentation

Data Analytics

Götz, Markus
2015

“...Data-Intensive Science and Federated Computing...”

19

Conference Presentation

Scalable Machine Learning on HPC

Götz, Markus
2015

“...Data-Intensive Science and Federated Computing...”

20

Journal Article

Analysis of 3D Point Clouds using a Parallel DBSCAN Clustering Algorithm

Bodenstein, Christian
2015

Innovatives Supercomputing in Deutschland, 13 (2015) 2, S. 32-34

“...Data-Intensive Science and Federated Computing...”
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