Morris Riedel

According to our database1, Morris Riedel authored at least 100 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks.
J. Big Data, December, 2023

Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient.
Comput., November, 2023

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series.
IEEE Geosci. Remote. Sens. Lett., 2023

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC.
Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adaptive multi-tier intelligent data manager for Exascale.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.
Proceedings of the International Conference on Automated Machine Learning, 2023

2022
Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2022

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications.
Proceedings of the 45th Jubilee International Convention on Information, 2022

Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS).
Proceedings of the 45th Jubilee International Convention on Information, 2022

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Towards Large-Scale Rendering of Simulated Crops for Synthetic Ground Truth Generation on Modular Supercomputers.
CoRR, 2021

JUWELS Booster - A Supercomputer for Large-Scale AI Research.
Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommenders.
Proceedings of the 44th International Convention on Information, 2021

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome.
Proceedings of the 44th International Convention on Information, 2021

Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Enhancing Large Batch Size Training of Deep Models for Remote Sensing Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Scaling Up a Multispectral Resnet-50 to 128 GPUs.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Cloud Deep Networks for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2019

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning.
Remote. Sens., 2019

Automatic water mixing event identification in the Koljö fjord observatory data.
Int. J. Data Sci. Anal., 2019

Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Parallel Computation of Component Trees on Distributed Memory Machines.
IEEE Trans. Parallel Distributed Syst., 2018

Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures.
J. Grid Comput., 2018

Enabling Interactive Supercomputing at JSC Lessons Learned.
Proceedings of the High Performance Computing, 2018

Modular supercomputing design supporting machine learning applications.
Proceedings of the 41st International Convention on Information and Communication Technology, 2018

Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Facilitating collaboration in high-performance computing projects with an interaction room.
Proceedings of the 4th ACM SIGPLAN International Workshop on Software Engineering for Parallel Systems, 2017

Facilitating efficient data analysis of remotely sensed images using standards-based parameter sweep models.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Tree-based supervised feature extraction method based on self-dual attribute profiles.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Enabling Scalable Data Processing and Management through Standards-based Job Execution and the Global Federated File System.
Scalable Comput. Pract. Exp., 2016

Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Overview of XSEDE-PRACE collaborative projects in 2014.
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015

HPDBSCAN: highly parallel DBSCAN.
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015

Scalable and parallel machine learning algorithms for statistical data mining - Practice & experience.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Interoperable job execution and data access through UNICORE and the Global Federated File System.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Scalable developments for big data analytics in remote sensing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

On Scalable Data Mining Techniques for Earth Science.
Proceedings of the International Conference on Computational Science, 2015

2014
Advancements of the UltraScan scientific gateway for open standards-based cyberinfrastructures.
Concurr. Comput. Pract. Exp., 2014

Federated Authentication and Credential Translation in the EUDAT Collaborative Data Infrastructure.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

High productivity data processing analytics methods with applications.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Smart data analytics methods for remote sensing applications.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Design and applications of an interoperability reference model for production e-science infrastructures.
PhD thesis, 2013

A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service.
J. Internet Serv. Appl., 2013

Enhancing the performance of scientific workflow execution in e-science environments by harnessing the standards based parameter sweep model.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

Improvements of the UltraScan scientific gateway to enable computational jobs on large-scale and open-standards based cyberinfrastructures.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

Enhanced Resource Management Enabling Standard Parameter Sweep Jobs for Scientific Applications.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

2012
Bridging the gaps: Federation of Clouds using Grid services and standards.
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

On realizing the concept study ScienceSoft of the European Middleware Initiative: Open Software for Open Science.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Towards next generations of software for distributed infrastructures: The European Middleware Initiative.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011
e-Science Infrastructure Interoperability Guide: The Seven Steps Toward Interoperability for e-Science.
Proceedings of the Guide to e-Science, Next Generation Scientific Research and Discovery, 2011

DEISA - Distributed European Infrastructure for Supercomputing Applications.
J. Grid Comput., 2011

Requirements of an e-science infrastructure interoperability reference model.
Proceedings of the MIPRO, 2011

e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010
UNICORE 6 - Recent and Future Advancements.
Ann. des Télécommunications, 2010

Improvements of common open Grid standards to increase High Throughput and High Performance Computing effectiveness on large-scale Grid and e-science infrastructures.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Exploring the Potential of Using Multiple E-science Infrastructures with Emerging Open Standards-Based E-health Research Tools.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

Supporting Scientific Biological Applications with Seamless Database Access in Interoperable e-Science Infrastructures.
Proceedings of the BIOINFORMATICS 2010, 2010

Experiences and Requirements for Interoperability Between HTC and HPC-driven e-Science Infrastructure.
Proceedings of the Future Application and Middleware Technology on e-Science, 2010

2009
Grid Interoperability for e-Research.
J. Grid Comput., 2009

Interoperation of world-wide production e-Science infrastructures.
Concurr. Comput. Pract. Exp., 2009

Research advances by using interoperable e-science infrastructures.
Clust. Comput., 2009

Life science application support in an interoperable e-science environment.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Enabling Grid Interoperability by Extending HPC-driven Job Management with an Open Standard Information Model.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
UNICORE 6 - A European Grid Technology.
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008

Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization.
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

Benchmarking of Integrated OGSA-BES with the Grid Middleware.
Proceedings of the Euro-Par 2008 Workshops, 2008

Classification of Different Approaches for e-Science Applications in Next Generation Computing Infrastructures.
Proceedings of the Fourth International Conference on e-Science, 2008

Grid-Based Workflow Management.
Proceedings of the Grid and Services Evolution, 2008

2007
VISIT/GS: Higher Level Grid Services for Scientific Collaborative Online Visualization and Steering in UNICORE Grids.
Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), 2007

Enhanced resource management capabilities using standardized job management and data access interfaces within UNICORE Grids.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

Design and evaluation of a collaborative online visualization and steering framework implementation for computational grids.
Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), 2007

Using SAML-Based VOMS for Authorization within Web Services-Based UNICORE Grids.
Proceedings of the Euro-Par 2007 Workshops: Parallel Processing, 2007

Web Services Interfaces and Open Standards Integration into the European UNICORE 6 Grid Middleware.
Proceedings of the Workshops Proceedings of the 11th International IEEE Enterprise Distributed Object Computing Conference, 2007

Computational Steering and Online Visualization of Scientific Applications on Large-Scale HPC Systems within e-Science Infrastructures.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

Open Standards-Based Interoperability of Job Submission and Management Interfaces across the Grid Middleware Platforms gLite and UNICORE.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

2006
A DRMAA-Based Target System Interface Framework for UNICORE.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

GridBeans: Support e-Science and Grid Applications.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

2005
Web Services Agreement Based Resource Negotiation in UNICORE.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005

Enhancing Scientific Workflows with Secure Shell Functionality in UNICORE Grids.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

2004
Unicore - From project results to production grids.
Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004


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