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

1

Contribution to a conference proceedings

Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning

Zhang, Run
2020

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

2

Contribution to a conference proceedings

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

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

3

Contribution to a conference proceedings

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

Cavallaro, Gabriele
2020

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

4

Contribution to a book
Contribution to a conference proceedings

Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning

Pleines, Marco
2020

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

5

Contribution to a book
Contribution to a conference proceedings

Developing Exascale Computing at JSC

Suarez, Estela
2020

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

6

Contribution to a book
Contribution to a conference proceedings

Designing a Data Logistics and Model Deployment Service

Rybicki, Jedrzej
2020

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

7

Contribution to a book
Contribution to a conference proceedings

Sub-Grid Scale Modelling at Scale with Deep Learning and up to 60 Billion Degrees of Freedom

Bode, Mathis
2020

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

8

Contribution to a book
Contribution to a conference proceedings

Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning

Rüttgers, Mario
2020

12321

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

9

Contribution to a book
Contribution to a conference proceedings

Best Practices in Structuring Data Science Projects

Rybicki, Jedrzej
2019

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

10

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

11

Contribution to a conference proceedings

Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture

Erlingsson, Ernir
2019

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

12

Contribution to a book
Contribution to a conference proceedings

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

Cavallaro, Gabriele
2019

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

13

Contribution to a book
Contribution to a conference proceedings

Towards Predictive Monitoring of Research Infrastructures

Rybicki, Jedrzej
2019

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

14

Contribution to a book
Contribution to a conference proceedings

A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services

Kaffashzadeh, Najmeh
2019

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

15

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

16

Contribution to a book
Contribution to a conference proceedings

UniProv - Provenance Management for UNICORE Workflows in HPC Environments

Giesler, André
2018

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

17

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

18

Contribution to a conference proceedings

Modular Supercomputing Design Supporting Machine Learning Applications

Erlingsson, E.
2018

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

19

Contribution to a book
Contribution to a conference proceedings

Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System

Memon, Mohammad Shahbaz
2018

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

20

Contribution to a conference proceedings

A Web Service Architecture for Objective Station Classification Purposes

Schultz, Martin
2018

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

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