Achim Streit

Juan Pedro Gutiérrez H. Muriedas

Proc. IEEE, November, 2023

Reporting electricity consumption is essential for sustainable AI.

[BibT_eX]

[DOI]

Nat. Mac. Intell., November, 2023

Feed-Forward Optimization With Delayed Feedback for Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - 38th International Conference, 2023

Approximation and Optimization of Global Environmental Simulations with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

perun: Benchmarking Energy Consumption of High-Performance Computing Applications.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

2022

Learning tree structures from leaves for particle decay reconstruction.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., September, 2022

Accelerating neural network training with distributed asynchronous and selective optimization (DASO).

[BibT_eX]

[DOI]

J. Big Data, 2022

Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Training Parameterized Quantum Circuits with Triplet Loss.

[BibT_eX]

[DOI]

Christof Wendenius

Eileen Kuehn

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

On GPU optimizations of stencil codes for highly parallel simulations.

[BibT_eX]

[DOI]

Nikolai Pfisterer

Marco Berghoff

Proceedings of the 29th Euromicro International Conference on Parallel, 2021

Collection of Job Scheduling Prediction Methods.

[BibT_eX]

[DOI]

Mehmet Soysal

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2021

A Semi-supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2021, 2021

Semi-Supervised Time Point Clustering for Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020

ADA-FS - Advanced Data Placement via Ad hoc File Systems at Extreme Scales.

[BibT_eX]

[DOI]

Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

Loss Scheduling for Class-Imbalanced Image Segmentation Problems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Evolutionary Approach of Clustering to Optimize Hydrological Simulations.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

CoExDBSCAN: Density-based Clustering with Constrained Expansion.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Using On-Demand File Systems in HPC Environments.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

On the Quality of Wall Time Estimates for Resource Allocation Prediction.

[BibT_eX]

[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

Application of Mixtures of Gaussians for Tracking Clusters in Spatio-temporal Data.

[BibT_eX]

[DOI]

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

On Advancement of Information Spaces to Improve Prediction-Based Compression.

[BibT_eX]

[DOI]

Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

Clustering as Approximation Method to Optimize Hydrological Simulations.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

Data Encoding in Lossless Prediction-Based Compression Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on eScience, 2019

2018

Russian-German Astroparticle Data Life Cycle Initiative.

[BibT_eX]

[DOI]

Data, 2018

Sandboxing of biomedical applications in Linux containers based on system call evaluation.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2018

Analysis of Job Metadata for Enhanced Wall Time Prediction.

[BibT_eX]

[DOI]

Mehmet Soysal

Marco Berghoff

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2018

Approximate Algorithms for Double Combinatorial Auctions for Resource Allocation in Clouds: An Empirical Comparison.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

A Unified Comparative Study of Heuristic Algorithms for Double Combinatorial Auctions: Locality-Constrained Resource Allocation Problems.

[BibT_eX]

[DOI]

Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

A modular software framework for compression of structured climate data.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Combinatorial Auction Algorithm Selection for Cloud Resource Allocation Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2018: Parallel Processing, 2018

The Challenge of a Strong Speed-Up of a Bio-Medical Big Data Application.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Concept and Analysis of Information Spaces to improve Prediction-Based Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Transforming a Local Medical Image Analysis for Running on a Hadoop Cluster.

[BibT_eX]

[DOI]

Marco Strutz

Hermann Heßling

Proceedings of the International Conference on Computational Science, 2017

Adaptive Lossy Compression of Complex Environmental Indices Using Seasonal Auto-Regressive Integrated Moving Average Models.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on e-Science, 2017

Fine-grained Supervision and Restriction of Biomedical Applications in Linux Containers.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Enabling collaborative MapReduce on the Cloud with a single-sign-on mechanism.

[BibT_eX]

[DOI]

Jiaqi Zhao

Jie Tao

Computing, 2016

Automation strategies for large-scale 3D image analysis.

[BibT_eX]

[DOI]

Autom., 2016

Realtime-Processing of Nanocrystallography Images.

[BibT_eX]

[DOI]

Proceedings of the UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, 2016

On MAS-Based, Scalable Resource Allocation in Large-Scale, Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Energy Efficient Runtime Framework for Exascale Systems.

[BibT_eX]

[DOI]

Yousri Mhedheb

Proceedings of the High Performance Computing, 2016

Online Distance Measurement for Tree Data Event Streams.

[BibT_eX]

[DOI]

Eileen Kuehn

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

NoWog: A Workload Generator for Database Performance Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

Energy-efficient Task Scheduling in Data Centers.

[BibT_eX]

[DOI]

Yousri Mhedheb

Proceedings of the CLOSER 2016, 2016

A Distributed System for Storing and Processing Data from Earth-Observing Satellites: System Design and Performance Evaluation of the Visualisation Tool.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015

A utility-based approach for customised cloud service selection.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2015

SLA enactment for large-scale healthcare workflows on multi-Cloud.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2015

Architecture, implementation and parallelization of the software to search for periodic gravitational wave signals.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2015

Localization of Signal Peaks in Photon Science Imaging.

[BibT_eX]

[DOI]

Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

A Horizontally-Scalable Multiprocessing Platform Based on Node.js.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Preparing HPC Applications for Exascale: Challenges and Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

Real-time signal identification in big data streams Bragg-Spot localization in photon science.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

CloudBench - A Framework for Distributed, Self-organizing, Continuous and Topology-aware IaaS Cloud Benchmarking with Super-peer Networks.

[BibT_eX]

[DOI]

Peter Krauss

Tobias Kurze

Proceedings of the 11th IEEE International Conference on e-Science, 2015

On a new approach to the index selection problem using mining algorithms.

[BibT_eX]

[DOI]

Parinaz Ameri

Jörg Meyer

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

A security framework in G-Hadoop for big data computing across distributed Cloud data centres.

[BibT_eX]

[DOI]

Dimitrios Georgakopoulos

J. Comput. Syst. Sci., 2014

Using a vision cognitive algorithm to schedule virtual machines.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2014

On the Application and Performance of MongoDB for Climate Satellite Data.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Trust, 2014

Unterstützung datenintensiver Forschung am KIT - Aktivitäten, Dienste und Erfahrungen.

[BibT_eX]

[DOI]

Bernhard Neumair

Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

Energy-Aware Cloud Management Through Progressive SLA Specification.

[BibT_eX]

[DOI]

Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2014

Storage CloudSim - A Simulation Environment for Cloud Object Storage Infrastructures.

[BibT_eX]

[DOI]

Tobias Sturm

Foued Jrad

Proceedings of the CLOSER 2014, 2014

Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications.

[BibT_eX]

[DOI]

Proceedings of the CLOSER 2014, 2014

HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments.

[BibT_eX]

[DOI]

Proceedings of the CLOSER 2014, 2014

Evaluating the performance and scalability of the Ceph distributed storage system.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

A Neural Network Based Pre-Selection of Big Data in Photon Science.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Monitoring Data Streams at Process Level in Scientific Big Data Batch Clusters.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE/ACM International Symposium on Big Data Computing, 2014

2013

G-Hadoop: MapReduce across distributed data centers for data-intensive computing.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2013

A broker-based framework for multi-cloud workflows.

[BibT_eX]

[DOI]

Foued Jrad

Jie Tao

Proceedings of the 2013 international workshop on Multi-cloud applications and federated clouds, 2013

Evaluating Moldability of LHCb Jobs for Multicore Job Submission.

[BibT_eX]

[DOI]

Nathalie Rauschmayr

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Data Intensive Computing of X-Ray Computed Tomography Reconstruction at the LSDF.

[BibT_eX]

[DOI]

Proceedings of the 21st Euromicro International Conference on Parallel, 2013

Evaluation of x32-ABI in the Context of LHC Applications.

[BibT_eX]

[DOI]

Nathalie Rauschmayr

Lisandro Zambenedetti Granville

Proceedings of the International Conference on Computational Science, 2013

Load and Thermal-Aware VM Scheduling on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Topic 3: Scheduling and Load Balancing - (Introduction).

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2013 Parallel Processing, 2013

2012

The path to openness: letter from the editors.

[BibT_eX]

[DOI]

Fabio Kon

Gordon S. Blair

J. Internet Serv. Appl., 2012

Data Life Cycle Labs, A New Concept to Support Data-Intensive Science

[BibT_eX]

[DOI]

CoRR, 2012

A Federated Data Zone for the Arts and Humanities.

[BibT_eX]

[DOI]

Beatriz Sanchez Bribian

Proceedings of the 20th Euromicro International Conference on Parallel, 2012

LAMBDA - The LSDF Execution Framework for Data Intensive Applications.

[BibT_eX]

[DOI]

Proceedings of the 20th Euromicro International Conference on Parallel, 2012

MapReduce across Distributed Clusters for Data-intensive Applications.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Reducing the Memory Footprint of Parallel Applications with KSM.

[BibT_eX]

[DOI]

Nathalie Rauschmayr

Proceedings of the Facing the Multicore-Challenge, 2012

SLA based Service Brokering in Intercloud Environments.

[BibT_eX]

Foued Jrad

Jie Tao

Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012

2011

Requirements of an e-science infrastructure interoperability reference model.

[BibT_eX]

[DOI]

Proceedings of the MIPRO, 2011

Data-intensive analysis for scientific experiments at the Large Scale Data Facility.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

The Large Scale Data Facility: Data Intensive Computing for Scientific Experiments.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Data management and analysis at the Large Scale Data Facility.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Digital Information Management, 2011

2010

UNICORE 6 - Recent and Future Advancements.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aleksandr Konstantinov

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.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

Supporting Scientific Biological Applications with Seamless Database Access in Interoperable e-Science Infrastructures.

[BibT_eX]

Proceedings of the BIOINFORMATICS 2010, 2010

Experiences and Requirements for Interoperability Between HTC and HPC-driven e-Science Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the Future Application and Middleware Technology on e-Science, 2010

2009

Interoperation of world-wide production e-Science infrastructures.

[BibT_eX]

[DOI]

Philip M. Papadopoulos

Somsak Sriprayoonsakul

Anders Rhod Gregersen

Concurr. Comput. Pract. Exp., 2009

Research advances by using interoperable e-science infrastructures.

[BibT_eX]

[DOI]

Clust. Comput., 2009

Preface.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2009, 2009

Life science application support in an interoperable e-science environment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008

UNICORE 6 - A European Grid Technology.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

UNICORE Summit 2008.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2008 Workshops, 2008

Classification of Different Approaches for e-Science Applications in Next Generation Computing Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on e-Science, 2008

Grid-Based Workflow Management.

[BibT_eX]

[DOI]

Proceedings of the Grid and Services Evolution, 2008

2007

Enhanced resource management capabilities using standardized job management and data access interfaces within UNICORE Grids.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2007 Workshops: Parallel Processing, 2007

UNICORE Summit 2007.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2007 Workshops: Parallel Processing, 2007

Web Services Interfaces and Open Standards Integration into the European UNICORE 6 Grid Middleware.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

2006

UNICORE. Eine europäische Grid Middleware zum Einsatz in produktiven Grid Infrastrukturen.

[BibT_eX]

[DOI]

Prax. Inf.verarb. Kommun., 2006

A DRMAA-Based Target System Interface Framework for UNICORE.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

Introduction.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2006 Workshops: Parallel Processing, 2006

A Versatile Execution Management System for Next-Generation UNICORE Grids.

[BibT_eX]

[DOI]

Bernd Schuller

Roger Menday

Proceedings of the Euro-Par 2006 Workshops: Parallel Processing, 2006

2005

On Performance Evaluation of a Slackness Option for the Self-Tuning dynP Scheduler.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005

On Scheduling in UNICORE - Extending the Web Services Agreement based Resource Management Framework.

[BibT_eX]

Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005

On the Impact of Reservations from the Grid on Planning-Based Resource Management.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2005

Enhancing Scientific Workflows with Secure Shell Functionality in UNICORE Grids.

[BibT_eX]

[DOI]

Morris Riedel

Daniel Mallmann

Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

2004

Enhancements to the Decision Process of the Self-Tuning dynP Scheduler.

[BibT_eX]

[DOI]

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2004

Evaluation of an Unfair Decider Mechanism for the Self-Tuning dynP Job Scheduler.

[BibT_eX]

[DOI]

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

On the Comparison of CPLEX-Computed Job Schedules with the Self-Tuning dynP Job Scheduler.

[BibT_eX]

[DOI]

Sven Grothklags

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Unicore - From project results to production grids.

[BibT_eX]

[DOI]

Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004

2003

Self-tuning job scheduling strategies for the resource management of HPC systems and computational grids.

[BibT_eX]

[DOI]

PhD thesis, 2003

Scheduling in HPC Resource Management Systems: Queuing vs. Planning.

[BibT_eX]

[DOI]

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2003

2002

A Self-Tuning Job Scheduler Family with Dynamic Policy Switching.

[BibT_eX]

[DOI]

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2002

The Self-Tuning dynP Job-Scheduler.

[BibT_eX]

[DOI]

Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Enhanced Algorithms for Multi-site Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Grid Computing, 2002

On Advantages of Grid Computing for Parallel Job Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001

On Job Scheduling for HPC-Clusters and the dynP Scheduler.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing - HiPC 2001, 8th International Conference, 2001

Early Experiences with the EGrid Testbed.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

2000

Robust Resource Management for Metacomputers.

[BibT_eX]

[DOI]

Jörn Gehring