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

Abstract

Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures

Kleinert, Felix
2019

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

3

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

4

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

5

Conference Presentation

Near Surface Ozone Predictions Based on Multiple ANN Architectures

Kleinert, Felix
2019

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

6

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

7

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

8

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

9

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...”
Get full text Get full text OpenAccess Get full text Get full text OpenAccess

10

Book
Dissertation / PhD Thesis

Scalable Data Analysis in High Performance Computing

Götz, Markus
2017

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

11

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...”

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

Contribution to a conference proceedings
Contribution to a book

On Scalable Data Mining Techniques for Earth Science

Götz, Markus
2015

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

17

Contribution to a conference proceedings

Scalable developments for big data analytics in remote sensing

Cavallaro, G.
2015

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

18

Contribution to a conference proceedings

Scalable and parallel machine learning algorithms for statistical data mining - Practice & experience

Riedel, Morris
2015

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

19

Conference Presentation

Human Brain Analytics using CNN and HPDBSCAN

Götz, Markus
2015

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

20

Conference Presentation

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

Götz, Markus
2015

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

Narrow Search Results