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

1

Lecture

Deep Learning driven by Big Data

Cavallaro, Gabriele
2020

“...Data-Intensive Science and Federated Computing...”
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2

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

3

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2020

“...Data-Intensive Science and Federated Computing...”
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4

Journal Article

Exploration of machine learning methods for the classification of infrared limb spectra of polar stratospheric clouds

Sedona, Rocco
2020

Atmospheric measurement techniques, 13 (2020) 7, S. 3661 - 3682

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5

Lecture

Scalable Machine Learning with High Performance and Cloud Computing

Cavallaro, Gabriele
2020

“...Data-Intensive Science and Federated Computing...”
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6

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

7

Contribution to a conference proceedings

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

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

8

Conference Presentation

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

9

Conference Presentation

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

10

Conference Presentation

Scaling Up a Multispectral Resnet-50 to 128 GPUs

Sedona, Rocco
2020

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

11

Lecture

Image Filtering with Mathematical Morphology Operators

Cavallaro, Gabriele
2020

“...Data-Intensive Science and Federated Computing...”
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12

Talk (non-conference)

Distributed Deep Learning with High Performance Computing for Large-Scale Remote Sensing Data

Cavallaro, Gabriele
2020

“...Data-Intensive Science and Federated Computing...”
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13

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

14

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

15

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2019

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

16

Lecture

Introduction to Deep Learning Models

Riedel, Morris
2019

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