Evaluation of Job-Scheduling Strategies for Grid Computing. - Volker Hamscher; Uwe Schwiegelshohn; Achim Streit; Ramin Yahyapour (GRID, 2000)

Robust Resource Management for Metacomputers. - Jörn Gehring; Achim Streit (HPDC, 2000)

Early Experiences with the EGrid Testbed. - Gabrielle Allen; Thomas Dramlitsch; Tom Goodale; Gerd Lanfermann; Thomas Radke; Edward Seidel; Thilo Kielmann; Kees Verstoep; Zoltán Balaton; Péter Kacsuk; Ferenc Szalai; Jörn Gehring; et al. (CCGRID, 2001)

On Job Scheduling for HPC-Clusters and the dynP Scheduler. - Achim Streit (HiPC, 2001)

On Advantages of Grid Computing for Parallel Job Scheduling. - Carsten Ernemann; Volker Hamscher; Uwe Schwiegelshohn; Ramin Yahyapour; Achim Streit (CCGRID, 2002)

Enhanced Algorithms for Multi-site Scheduling. - Carsten Ernemann; Volker Hamscher; Achim Streit; Ramin Yahyapour (GRID, 2002)

The Self-Tuning dynP Job-Scheduler. - Achim Streit (IPDPS, 2002)

A Self-Tuning Job Scheduler Family with Dynamic Policy Switching. - Achim Streit (JSSPP, 2002)

Scheduling in HPC Resource Management Systems: Queuing vs. Planning. - Matthias Hovestadt; Odej Kao; Axel Keller; Achim Streit (JSSPP, 2003)

Self-tuning job scheduling strategies for the resource management of HPC systems and computational grids. - Achim Streit (2003)

Unicore - From project results to production grids. - Achim Streit; Dietmar W. Erwin; Thomas Lippert; Daniel Mallmann; Roger Menday; Michael Rambadt; Morris Riedel; Mathilde Romberg; Bernd Schuller; Philipp Wieder (High Performance Computing Workshop, 2004)

On the Comparison of CPLEX-Computed Job Schedules with the Self-Tuning dynP Job Scheduler. - Sven Grothklags; Achim Streit (IPDPS, 2004)

Evaluation of an Unfair Decider Mechanism for the Self-Tuning dynP Job Scheduler. - Achim Streit (IPDPS, 2004)

Enhancements to the Decision Process of the Self-Tuning dynP Scheduler. - Achim Streit (JSSPP, 2004)

Enhancing Scientific Workflows with Secure Shell Functionality in UNICORE Grids. - Morris Riedel; Daniel Mallmann; Achim Streit (e-Science, 2005)

On the Impact of Reservations from the Grid on Planning-Based Resource Management. - Felix Heine; Matthias Hovestadt; Odej Kao; Achim Streit (International Conference on Computational Science (3), 2005)

On Scheduling in UNICORE - Extending the Web Services Agreement based Resource Management Framework. - Achim Streit; Oliver Wäldrich; Philipp Wieder; Wolfgang Ziegler (PARCO, 2005)

On Performance Evaluation of a Slackness Option for the Self-Tuning dynP Scheduler. - Achim Streit (PDPTA, 2005)

A Versatile Execution Management System for Next-Generation UNICORE Grids. - Bernd Schuller; Roger Menday; Achim Streit (Euro-Par Workshops, 2006)

Introduction. - Achim Streit; Wolfgang Ziegler (Euro-Par Workshops, 2006)

A DRMAA-Based Target System Interface Framework for UNICORE. - Morris Riedel; Roger Menday; Achim Streit; Piotr Bala (ICPADS (2), 2006)

UNICORE. Eine europäische Grid Middleware zum Einsatz in produktiven Grid Infrastrukturen. - Achim Streit (Prax. Inf.verarb. Kommun., 2006)

Open Standards-Based Interoperability of Job Submission and Management Interfaces across the Grid Middleware Platforms gLite and UNICORE. - Moreno Marzolla; Paolo Andreetto; Valerio Venturi; Andrea Ferraro; A. Shiraz Memon; M. Shahbaz Memon; Bastian Tweddell; Morris Riedel; Daniel Mallmann; Achim Streit; Sven van den Berghe; Vivian Li; et al. (eScience, 2007)

Computational Steering and Online Visualization of Scientific Applications on Large-Scale HPC Systems within e-Science Infrastructures. - Morris Riedel; Thomas Eickermann; Sonja Habbinga; Wolfgang Frings; Paul Gibbon; Daniel Mallmann; Felix Wolf 001; Achim Streit; Thomas Lippert; Wolfram Schiffmann; Andreas Ernst; Rainer Spurzem; et al. (eScience, 2007)

Web Services Interfaces and Open Standards Integration into the European UNICORE 6 Grid Middleware. - Morris Riedel; Bernd Schuller; Daniel Mallmann; Roger Menday; Achim Streit; Bastian Tweddell; M. Shahbaz Memon; A. Shiraz Memon; Bastian Demuth; Thomas Lippert; David F. Snelling; Sven van den Berghe; et al. (EDOCW, 2007)

UNICORE Summit 2007. - Achim Streit; Wolfgang Ziegler (Euro-Par Workshops, 2007)

Using SAML-Based VOMS for Authorization within Web Services-Based UNICORE Grids. - Valerio Venturi; Morris Riedel; A. Shiraz Memon; M. Shahbaz Memon; Federico Stagni; Bernd Schuller; Daniel Mallmann; Bastian Tweddell; Alberto Gianoli; Sven van den Berghe; David F. Snelling; Achim Streit (Euro-Par Workshops, 2007)

Design and evaluation of a collaborative online visualization and steering framework implementation for computational grids. - Morris Riedel; Thomas Eickermann; Wolfgang Frings; Sonja Dominiczak; Daniel Mallmann; Thomas Düssel; Achim Streit; Paul Gibbon; Felix Wolf 001; Wolfram Schiffmann; Thomas Lippert (GRID, 2007)

Enhanced resource management capabilities using standardized job management and data access interfaces within UNICORE Grids. - M. Shahbaz Memon; A. Shiraz Memon; Morris Riedel; Bernd Schuller; Daniel Mallmann; Bastian Tweddell; Achim Streit; Sven van den Berghe; David F. Snelling; Vivian Li; Moreno Marzolla; Paolo Andreetto (ICPADS, 2007)

Grid-Based Workflow Management. - Daniel Becker 001; Morris Riedel; Achim Streit; Felix Wolf 001 (CoreGRID Workshop on Grid Middleware, 2008)

Classification of Different Approaches for e-Science Applications in Next Generation Computing Infrastructures. - Morris Riedel; Achim Streit; Felix Wolf 001; Thomas Lippert; Dieter Kranzlmüller (eScience, 2008)

UNICORE Summit 2008. - Achim Streit; Wolfgang Ziegler (Euro-Par Workshops, 2008)

Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization. - Morris Riedel; Wolfgang Frings; Sonja Habbinga; Thomas Eickermann; Daniel Mallmann; Achim Streit; Felix Wolf 001; Thomas Lippert; Andreas Ernst; Rainer Spurzem (GRID, 2008)

UNICORE 6 - A European Grid Technology. - Achim Streit; Sandra Bergmann; Rebecca Breu; Jason Milad Daivandy; Bastian Demuth; André Giesler; Björn Hagemeier; Sonja Holl; Valentina Huber; Daniel Mallmann; Ahmed Shiraz Memon; M. Shahbaz Memon; et al. (High Performance Computing Workshop, 2008)

Enabling Grid Interoperability by Extending HPC-driven Job Management with an Open Standard Information Model. - M. Shahbaz Memon; Morris Riedel; A. Shiraz Memon; Achim Streit; Felix Wolf 001 (ACIS-ICIS, 2009)

Life science application support in an interoperable e-science environment. - Sonja Holl; Morris Riedel; Bastian Demuth; Mathilde Romberg; Achim Streit; Vinod Kasam (CBMS, 2009)

Preface. - Achim Streit; Wolfgang Ziegler (Euro-Par Workshops, 2009)

Research advances by using interoperable e-science infrastructures. - Morris Riedel; Felix Wolf 001; Dieter Kranzlmüller; Achim Streit; Thomas Lippert (Clust. Comput., 2009)

Interoperation of world-wide production e-Science infrastructures. - Morris Riedel; Erwin Laure; Thomas Soddemann; Laurence Field; John-Paul Navarro; James Casey; Maarten Litmaath; Jean-Philippe Baud; Birger Koblitz; Charlie Catlett; Dane Skow; Cindy Zheng; et al. (Concurr. Comput. Pract. Exp., 2009)

Experiences and Requirements for Interoperability Between HTC and HPC-driven e-Science Infrastructure. - Morris Riedel; Achim Streit; Daniel Mallmann; Felix Wolf 001; Thomas Lippert (Future Application and Middleware Technology on e-Science, 2010)

Supporting Scientific Biological Applications with Seamless Database Access in Interoperable e-Science Infrastructures. - Sonja Holl; Morris Riedel; Bastian Demuth; Mathilde Romberg; Achim Streit (BIOINFORMATICS, 2010)

Exploring the Potential of Using Multiple E-science Infrastructures with Emerging Open Standards-Based E-health Research Tools. - Morris Riedel; Bernd Schuller; Michael Rambadt; M. Shahbaz Memon; A. Shiraz Memon; Achim Streit; Thomas Lippert; Stefan J. Zasada; Steven Manos; Peter V. Coveney; Felix Wolf 001; Dieter Kranzlmüller (CCGRID, 2010)

Improvements of common open Grid standards to increase High Throughput and High Performance Computing effectiveness on large-scale Grid and e-science infrastructures. - Morris Riedel; M. Shahbaz Memon; A. Shiraz Memon; Achim Streit; Felix Wolf 001; Thomas Lippert; Balázs Kónya; Oxana Smirnova; Aleksandr Konstantinov; Luigi Zangrando; Moreno Marzolla; Johannes Watzl; et al. (IPDPS Workshops, 2010)

UNICORE 6 - Recent and Future Advancements. - Achim Streit; Piotr Bala; Alexander Beck-Ratzka; Krzysztof Benedyczak; Sandra Bergmann; Rebecca Breu; Jason Milad Daivandy; Bastian Demuth; Anastasia Eifer; André Giesler; Björn Hagemeier; Sonja Holl; et al. (Ann. des Télécommunications, 2010)

Data management and analysis at the Large Scale Data Facility. - A. O. García; Serguei Bourov; Ahmad Hammad; Thomas Jejkal; Jens C. Otte; Sven Pfeiffer; T. Schenker; Christian Schmidt 004; Jos van Wezel; Bernhard Neumair; Achim Streit (ICDIM, 2011)

The Large Scale Data Facility: Data Intensive Computing for Scientific Experiments. - Ariel García; Serguei Bourov; Ahmad Hammad; Jos van Wezel; Bernhard Neumair; Achim Streit; Volker Hartmann; Thomas Jejkal; Patrick Neuberger; Rainer Stotzka (IPDPS Workshops, 2011)

e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications. - Morris Riedel; M. Shahbaz Memon; A. Shiraz Memon; Daniel Mallmann; Thomas Lippert; Dieter Kranzlmüller; Achim Streit (IPDPS Workshops, 2011)

Data-intensive analysis for scientific experiments at the Large Scale Data Facility. - A. O. García; Serguei Bourov; Ahmad Hammad; Volker Hartmann; Thomas Jejkal; Jens C. Otte; Sven Pfeiffer; T. Schenker; Christian Schmidt 004; Patrick Neuberger; Rainer Stotzka; Jos van Wezel; et al. (LDAV, 2011)

Requirements of an e-science infrastructure interoperability reference model. - Morris Riedel; Achim Streit; Dieter Kranzlmüller; Daniel Mallmann; Thomas Lippert (MIPRO, 2011)

SLA based Service Brokering in Intercloud Environments. - Foued Jrad; Jie Tao 001; Achim Streit (CLOSER, 2012)

Reducing the Memory Footprint of Parallel Applications with KSM. - Nathalie Rauschmayr; Achim Streit (Facing the Multicore-Challenge, 2012)

MapReduce across Distributed Clusters for Data-intensive Applications. - Lizhe Wang 001; Jie Tao 001; Holger Marten; Achim Streit; Samee Ullah Khan; Joanna Kolodziej; Dan Chen 001 (IPDPS Workshops, 2012)

LAMBDA - The LSDF Execution Framework for Data Intensive Applications. - Thomas Jejkal; Volker Hartmann; Rainer Stotzka; Jens C. Otte; Ariel García; Jos van Wezel; Achim Streit (PDP, 2012)

A Federated Data Zone for the Arts and Humanities. - Danah Tonne; Rainer Stotzka; Thomas Jejkal; Volker Hartmann; Halil Pasic; Andrea Rapp; Philipp Vanscheidt; Bernhard Neumair; Achim Streit; Ariel García; Daniel Kurzawe; Tibor Kálmán; et al. (PDP, 2012)

Data Life Cycle Labs, A New Concept to Support Data-Intensive Science - Jos van Wezel; Achim Streit; Christopher Jung 002; Rainer Stotzka; Silke Halstenberg; Fabian Rigoll; Ariel García; Andreas Heiss; Kilian Schwarz; Martin Gasthuber; André Giesler (CoRR, 2012)

The path to openness: letter from the editors. - Fabio Kon; Gordon S. Blair; Lisandro Zambenedetti Granville; Raouf Boutaba; Lizhe Wang 001; Jie Tao 001; Achim Streit; Dieter Kranzlmüller; Luís Veiga (J. Internet Serv. Appl., 2012)

Topic 3: Scheduling and Load Balancing - (Introduction). - Zhihui Du; Ramin Yahyapour; Yuxiong He; Nectarios Koziris; Bilha Mendelson; Veronika Sonigo; Achim Streit; Andrei Tchernykh (Euro-Par, 2013)

Load and Thermal-Aware VM Scheduling on the Cloud. - Yousri Mhedheb; Foued Jrad; Jie Tao 001; Jiaqi Zhao 004; Joanna Kolodziej; Achim Streit (ICA3PP (1), 2013)

Evaluation of x32-ABI in the Context of LHC Applications. - Nathalie Rauschmayr; Achim Streit (ICCS, 2013)

Data Intensive Computing of X-Ray Computed Tomography Reconstruction at the LSDF. - Xiaoli Yang; Thomas Jejkal; Halil Pasic; Rainer Stotzka; Achim Streit; Jos van Wezel; Tomy dos Santos Rolo (PDP, 2013)

Evaluating Moldability of LHCb Jobs for Multicore Job Submission. - Nathalie Rauschmayr; Achim Streit (SYNASC, 2013)

A broker-based framework for multi-cloud workflows. - Foued Jrad; Jie Tao 001; Achim Streit (MultiCloud@ICPE, 2013)

G-Hadoop: MapReduce across distributed data centers for data-intensive computing. - Lizhe Wang 001; Jie Tao 001; Rajiv Ranjan 001; Holger Marten; Achim Streit; Jingying Chen; Dan Chen 001 (Future Gener. Comput. Syst., 2013)

Monitoring Data Streams at Process Level in Scientific Big Data Batch Clusters. - Eileen Kuehn; Max Fischer; Christopher Jung 002; Andreas Petzold; Achim Streit (BDC, 2014)

A Neural Network Based Pre-Selection of Big Data in Photon Science. - Daniel Becker 002; Achim Streit (BDCloud, 2014)

Evaluating the performance and scalability of the Ceph distributed storage system. - Diana Gudu; Marcus Hardt; Achim Streit (IEEE BigData, 2014)

HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments. - Soodeh Farokhi; Foued Jrad; Ivona Brandic; Achim Streit (CLOSER, 2014)

Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications. - Foued Jrad; Jie Tao 001; Ivona Brandic; Achim Streit (CLOSER, 2014)

Storage CloudSim - A Simulation Environment for Cloud Object Storage Infrastructures. - Tobias Sturm; Foued Jrad; Achim Streit (CLOSER, 2014)

Energy-Aware Cloud Management Through Progressive SLA Specification. - Drazen Lucanin; Foued Jrad; Ivona Brandic; Achim Streit (GECON, 2014)

Unterstützung datenintensiver Forschung am KIT - Aktivitäten, Dienste und Erfahrungen. - Bernhard Neumair; Achim Streit (GI-Jahrestagung, 2014)

On the Application and Performance of MongoDB for Climate Satellite Data. - Parinaz Ameri; Udo Grabowski; Jörg Meyer 001; Achim Streit (TrustCom, 2014)

Using a vision cognitive algorithm to schedule virtual machines. - Jiaqi Zhao 004; Yousri Mhedheb; Jie Tao 001; Foued Jrad; Qinghuai Liu; Achim Streit (Int. J. Appl. Math. Comput. Sci., 2014)

A security framework in G-Hadoop for big data computing across distributed Cloud data centres. - Jiaqi Zhao 004; Lizhe Wang 001; Jie Tao 001; Jinjun Chen; Weiye Sun; Rajiv Ranjan 001; Joanna Kolodziej; Achim Streit; Dimitrios Georgakopoulos 001 (J. Comput. Syst. Sci., 2014)

On a new approach to the index selection problem using mining algorithms. - Parinaz Ameri; Jörg Meyer 001; Achim Streit (IEEE BigData, 2015)

CloudBench - A Framework for Distributed, Self-organizing, Continuous and Topology-aware IaaS Cloud Benchmarking with Super-peer Networks. - Peter Krauss; Tobias Kurze; Achim Streit (e-Science, 2015)

Real-time signal identification in big data streams Bragg-Spot localization in photon science. - Daniel Becker 002; Achim Streit (HPCS, 2015)

Preparing HPC Applications for Exascale: Challenges and Recommendations. - Erika Ábrahám; Costas Bekas; Ivona Brandic; Samir Genaim; Einar Broch Johnsen; Ivan Kondov; Sabri Pllana; Achim Streit (NBiS, 2015)

A Horizontally-Scalable Multiprocessing Platform Based on Node.js. - Ahmad Maatouki; Jörg Meyer 001; Marek Szuba; Achim Streit (TrustCom/BigDataSE/ISPA (3), 2015)

Localization of Signal Peaks in Photon Science Imaging. - Daniel Becker 002; Achim Streit (UKSim, 2015)

Architecture, implementation and parallelization of the software to search for periodic gravitational wave signals. - Gevorg Poghosyan; Sanchit Matta; Achim Streit; Michal Bejger; Andrzej Królak (Comput. Phys. Commun., 2015)

SLA enactment for large-scale healthcare workflows on multi-Cloud. - Foued Jrad; Jie Tao 001; Ivona Brandic; Achim Streit (Future Gener. Comput. Syst., 2015)

A utility-based approach for customised cloud service selection. - Foued Jrad; Jie Tao 001; Achim Streit; Rico Knapper; Christoph M. Flath (Int. J. Comput. Sci. Eng., 2015)

A Distributed System for Storing and Processing Data from Earth-Observing Satellites: System Design and Performance Evaluation of the Visualisation Tool. - Marek Szuba; Parinaz Ameri; Udo Grabowski; Jörg Meyer 001; Achim Streit (CCGrid, 2016)

Energy-efficient Task Scheduling in Data Centers. - Yousri Mhedheb; Achim Streit (CLOSER (1), 2016)

NoWog: A Workload Generator for Database Performance Benchmarking. - Parinaz Ameri; Nico Schlitter; Jörg Meyer 001; Achim Streit (DASC/PiCom/DataCom/CyberSciTech, 2016)

Online Distance Measurement for Tree Data Event Streams. - Eileen Kuehn; Achim Streit (DASC/PiCom/DataCom/CyberSciTech, 2016)

Energy Efficient Runtime Framework for Exascale Systems. - Yousri Mhedheb; Achim Streit (ISC Workshops, 2016)

On MAS-Based, Scalable Resource Allocation in Large-Scale, Dynamic Environments. - Diana Gudu; Marcus Hardt; Achim Streit (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld, 2016)

Realtime-Processing of Nanocrystallography Images. - Daniel Becker 002; Achim Streit (UKSim, 2016)

Automation strategies for large-scale 3D image analysis. - Johannes Stegmaier; Benjamin Schott; Eduard Hübner; Manuel Traub; Maryam Shahid; Masanari Takamiya; Andrei Kobitski; Volker Hartmann; Rainer Stotzka; Jos van Wezel; Achim Streit; G. Ulrich Nienhaus; et al. (Autom., 2016)

Enabling collaborative MapReduce on the Cloud with a single-sign-on mechanism. - Jiaqi Zhao 004; Jie Tao 001; Achim Streit (Computing, 2016)

Fine-grained Supervision and Restriction of Biomedical Applications in Linux Containers. - Michael Witt 001; Christoph Jansen; Dagmar Krefting; Achim Streit (CCGrid, 2017)

Adaptive Lossy Compression of Complex Environmental Indices Using Seasonal Auto-Regressive Integrated Moving Average Models. - Ugur Çayoglu; Peter Braesicke; Tobias Kerzenmacher; Jörg Meyer 001; Achim Streit (eScience, 2017)

Transforming a Local Medical Image Analysis for Running on a Hadoop Cluster. - Marco Strutz; Hermann Heßling; Achim Streit (ICCS, 2017)

Concept and Analysis of Information Spaces to improve Prediction-Based Compression. - Ugur Çayoglu; Frank Tristram; Jörg Meyer 001; Tobias Kerzenmacher; Peter Braesicke; Achim Streit (IEEE BigData, 2018)

The Challenge of a Strong Speed-Up of a Bio-Medical Big Data Application. - Marco Strutz; Bjoern Lindequist; Hermann Heßling; Achim Streit (IEEE BigData, 2018)

Combinatorial Auction Algorithm Selection for Cloud Resource Allocation Using Machine Learning. - Diana Gudu; Marcus Hardt; Achim Streit (Euro-Par, 2018)

A modular software framework for compression of structured climate data. - Ugur Çayoglu; Jennifer Schröter; Jörg Meyer 001; Achim Streit; Peter Braesicke (SIGSPATIAL/GIS, 2018)

A Unified Comparative Study of Heuristic Algorithms for Double Combinatorial Auctions: Locality-Constrained Resource Allocation Problems. - Diana Gudu; Marcus Hardt; Achim Streit (ICAART (Revised Selected Papers), 2018)

Approximate Algorithms for Double Combinatorial Auctions for Resource Allocation in Clouds: An Empirical Comparison. - Diana Gudu; Gabriel Zachmann; Marcus Hardt; Achim Streit (ICAART (1), 2018)

Analysis of Job Metadata for Enhanced Wall Time Prediction. - Mehmet Soysal; Marco Berghoff; Achim Streit (JSSPP, 2018)

Sandboxing of biomedical applications in Linux containers based on system call evaluation. - Michael Witt 001; Christoph Jansen; Dagmar Krefting; Achim Streit (Concurr. Comput. Pract. Exp., 2018)

Russian-German Astroparticle Data Life Cycle Initiative. - Igor V. Bychkov; Andrey Demichev; Julia Y. Dubenskaya; Oleg L. Fedorov; Andreas Haungs; Andreas Heiss; Donghwa Kang; Yulia Kazarina; Elena Korosteleva; Dmitriy Kostunin; Alexander P. Kryukov; Andrey A. Mikhailov; et al. (Data, 2018)

Data Encoding in Lossless Prediction-Based Compression Algorithms. - Ugur Çayoglu; Frank Tristram; Jörg Meyer 001; Jennifer Schröter; Tobias Kerzenmacher; Peter Braesicke; Achim Streit (eScience, 2019)

Clustering as Approximation Method to Optimize Hydrological Simulations. - Elnaz Azmi; Uwe Ehret; Jörg Meyer 001; Rik van Pruijssen; Achim Streit; Marcus Strobl (Euro-Par, 2019)

On Advancement of Information Spaces to Improve Prediction-Based Compression. - Ugur Çayoglu; Frank Tristram; Jörg Meyer 001; Tobias Kerzenmacher; Peter Braesicke; Achim Streit (GI-Jahrestagung, 2019)

Application of Mixtures of Gaussians for Tracking Clusters in Spatio-temporal Data. - Benjamin Ertl; Jörg Meyer 001; Achim Streit; Matthias Schneider (KDIR, 2019)

On the Quality of Wall Time Estimates for Resource Allocation Prediction. - Mehmet Soysal; Marco Berghoff; Dalibor Klusácek; Achim Streit (ICPP Workshops, 2019)

Using On-Demand File Systems in HPC Environments. - Mehmet Soysal; Marco Berghoff; Thorsten Zirwes; Marc-André Vef; Sebastian Oeste; André Brinkmann; Wolfgang E. Nagel; Achim Streit (HPCS, 2019)

HeAT - a Distributed and GPU-accelerated Tensor Framework for Data Analytics. - Markus Götz; Charlotte Debus; Daniel Coquelin; Kai Krajsek; Claudia Comito; Philipp Knechtges; Björn Hagemeier; Michael Tarnawa; Simon Hanselmann; Martin Siggel; Achim Basermann; Achim Streit (IEEE BigData, 2020)

CoExDBSCAN: Density-based Clustering with Constrained Expansion. - Benjamin Ertl; Jörg Meyer 001; Matthias Schneider; Achim Streit (KDIR, 2020)

Evolutionary Approach of Clustering to Optimize Hydrological Simulations. - Elnaz Azmi; Marcus Strobl; Rik van Pruijssen; Uwe Ehret; Jörg Meyer 001; Achim Streit (ICCSA (1), 2020)

Loss Scheduling for Class-Imbalanced Image Segmentation Problems. - Oskar Taubert; Markus Götz; Alexander Schug; Achim Streit (ICMLA, 2020)

ADA-FS - Advanced Data Placement via Ad hoc File Systems at Extreme Scales. - Sebastian Oeste; Marc-André Vef; Mehmet Soysal; Wolfgang E. Nagel; André Brinkmann; Achim Streit (Software for Exascale Computing, 2020)

Semi-Supervised Time Point Clustering for Multivariate Time Series. - Benjamin Ertl; Jörg Meyer 001; Matthias Schneider; Achim Streit (Canadian AI, 2021)

A Semi-supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere. - Benjamin Ertl; Matthias Schneider; Christopher Diekmann; Jörg Meyer 001; Achim Streit (ICCS (1), 2021)

Collection of Job Scheduling Prediction Methods. - Mehmet Soysal; Achim Streit (JSSPP, 2021)

On GPU optimizations of stencil codes for highly parallel simulations. - Nikolai Pfisterer; Marco Berghoff; Achim Streit (PDP, 2021)

Training Parameterized Quantum Circuits with Triplet Loss. - Christof Wendenius; Eileen Kuehn; Achim Streit (ECML/PKDD (5), 2022)

Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package. - Daniel Coquelin; Behnood Rasti; Markus Götz; Pedram Ghamisi; Richard Gloaguen; Achim Streit (WHISPERS, 2022)

Accelerating neural network training with distributed asynchronous and selective optimization (DASO). - Daniel Coquelin; Charlotte Debus; Markus Götz; Fabrice von der Lehr; James Kahn; Martin Siggel; Achim Streit (J. Big Data, 2022)

Learning tree structures from leaves for particle decay reconstruction. - James Kahn; Ilias Tsaklidis; Oskar Taubert; Lea Reuter; Giulio Dujany; Tobias Boeckh; Arthur Thaller; Pablo Goldenzweig; Florian U. Bernlochner; Achim Streit; Markus Götz (Mach. Learn. Sci. Technol., 2022)

perun: Benchmarking Energy Consumption of High-Performance Computing Applications. - Juan Pedro Gutiérrez H. Muriedas; Katharina Flügel; Charlotte Debus; Holger Obermaier; Achim Streit; Markus Götz (Euro-Par, 2023)

Approximation and Optimization of Global Environmental Simulations with Neural Networks. - Elnaz Azmi; Jörg Meyer 001; Marcus Strobl; Michael Weimer; Achim Streit (PASC, 2023)

Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations. - Oskar Taubert; Marie Weiel; Daniel Coquelin; Anis Farshian; Charlotte Debus; Alexander Schug; Achim Streit; Markus Götz (ISC, 2023)

Feed-Forward Optimization With Delayed Feedback for Neural Networks. - Katharina Flügel; Daniel Coquelin; Marie Weiel; Charlotte Debus; Achim Streit; Markus Götz (CoRR, 2023)

Reporting electricity consumption is essential for sustainable AI. - Charlotte Debus; Marie Piraud; Achim Streit; Fabian J. Theis; Markus Götz (Nat. Mac. Intell., 2023)

Deep-Learning-Based 3-D Surface Reconstruction - A Survey. - Anis Farshian; Markus Götz; Gabriele Cavallaro; Charlotte Debus; Matthias Nießner; Jón Atli Benediktsson; Achim Streit (Proc. IEEE, 2023)

FAIR Digital Objects for the Realization of Globally Aligned Data Spaces. - Nicolas Blumenröhr; Philipp-Joachim Ost; Felix Kraus; Achim Streit (IEEE Big Data, 2024)

Harnessing Orthogonality to Train Low-Rank Neural Networks. - Daniel Coquelin; Katharina Flügel; Marie Weiel; Nicholas Kiefer; Charlotte Debus; Achim Streit; Markus Götz (ECAI, 2024)

Feed-Forward Optimization With Delayed Feedback for Neural Network Training. - Katharina Flügel; Daniel Coquelin; Marie Weiel; Charlotte Debus; Achim Streit; Markus Götz (ICONIP (4), 2024)

A Gold Standard Benchmark Dataset for Digital Humanities. - Felix Kraus; Nicolas Blumenröhr; Germaine Götzelmann; Danah Tonne; Achim Streit (OM@ISWC, 2024)

Model Fusion via Neuron Transplantation. - Muhammed Öz; Nicholas Kiefer; Charlotte Debus; Jasmin Hörter; Achim Streit; Markus Götz (ECML/PKDD (4), 2024)

Vectorized Highly Parallel Density-Based Clustering for Applications With Noise. - Joseph Arnold Xavier; Juan Pedro Gutiérrez H. Muriedas; Stepan Nassyr; Rocco Sedona; Markus Götz; Achim Streit; Morris Riedel; Gabriele Cavallaro (IEEE Access, 2024)

Modeling Distributed Computing Infrastructures for HEP Applications. - Maximilian Horzela; Henri Casanova; Manuel Giffels; Artur Gottmann; Robin Hofsaess; Günter Quast; Simone Rossi Tisbeni; Achim Streit; Frédéric Suter (CoRR, 2024)

AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learning. - Daniel Coquelin; Katherina Flügel; Marie Weiel; Nicholas Kiefer; Muhammed Öz; Charlotte Debus; Achim Streit; Markus Götz (CoRR, 2024)

ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers. - Arvid Weyrauch; Thomas Steens; Oskar Taubert; Benedikt Hanke; Aslan Eqbal; Ewa Götz; Achim Streit; Markus Götz; Charlotte Debus (CoRR, 2024)

Beyond Backpropagation: Optimization with Multi-Tangent Forward Gradients. - Katharina Flügel; Daniel Coquelin; Marie Weiel; Achim Streit; Markus Götz (CoRR, 2024)

A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting. - Nicholas Kiefer; Arvid Weyrauch; Muhammed Öz; Achim Streit; Markus Götz; Charlotte Debus (CoRR, 2024)

Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches. - Leonhard Duda; Khadijeh Alibabaei; Elena Vollmer; Leon Klug; Valentin Kozlov; Lisana Berberi; Mishal Benz; Rebekka Volk; Juan Pedro Gutiérrez H. Muriedas; Markus Götz; Judith Sáinz-Pardo Díaz; Álvaro López García; et al. (ICCSA (1), 2025)

QML-Essentials-A Framework for Working with Quantum Fourier Models. - Melvin Strobl; Maja Franz; Eileen Kuehn; Wolfgang Mauerer; Achim Streit (QSW, 2025)

Large-Scale Modeling of the Extracellular Matrix on Hybrid Supercomputers Using Highly Parallel Stencil Computations. - Julian Herold; Paul Brinkmeier; Markus Götz; Alexander Schug; Achim Streit (ISC, 2025)

Ordinal METAR Cloud Cover Classification in Sentinel-2 Satellite Data. - Markus Götz; Erik Wessel; Ugur Çayoglu; Babak Jahani; Charlotte Debus; Jan Cermak; Achim Streit (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Jigsaw: Training Multi-Billion-Parameter AI Weather Models with Optimized Model Parallelism. - Deifilia Kieckhefen; Markus Götz; Lars H. Heyen; Achim Streit; Charlotte Debus (CoRR, 2025)

Mind the Language Gap in Digital Humanities: LLM-Aided Translation of SKOS Thesauri. - Felix Kraus; Nicolas Blumenröhr; Danah Tonne; Achim Streit (CoRR, 2025)

Energy Consumption in Parallel Neural Network Training. - Philipp Huber; David Li; Juan Pedro Gutiérrez H. Muriedas; Deifilia Kieckhefen; Markus Götz; Achim Streit; Charlotte Debus (CoRR, 2025)