Achim Streit

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 54

Top Venues

University of Paderborn, Germany (PHD)

Education History

University of Paderborn, Germany

PHD

Publications

Maximilian Horzela, Henri Casanova, Manuel Giffels, Artur Gottmann, Robin Hofsaess, Günter Quast, Simone Rossi Tisbeni, Achim Streit, Frédéric Suter
Modeling Distributed Computing Infrastructures for HEP Applications. CoRR (2024)
Arvid Weyrauch, Thomas Steens, Oskar Taubert, Benedikt Hanke, Aslan Eqbal, Ewa Götz, Achim Streit, Markus Götz, Charlotte Debus
ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers. CoRR (2024)
Daniel Coquelin, Katherina Flügel, Marie Weiel, Nicholas Kiefer, Muhammed Öz, Charlotte Debus, Achim Streit, Markus Götz
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learning. CoRR (2024)
Daniel Coquelin, Katharina Flügel, Marie Weiel, Nicholas Kiefer, Charlotte Debus, Achim Streit, Markus Götz
Harnessing Orthogonality to Train Low-Rank Neural Networks. CoRR (2024)
Oskar Taubert, Marie Weiel, Daniel Coquelin, Anis Farshian, Charlotte Debus, Alexander Schug, Achim Streit, Markus Götz
Massively Parallel Genetic Optimization Through Asynchronous Propagation of Populations. ISC (2023)
Anis Farshian, Markus Götz, Gabriele Cavallaro, Charlotte Debus, Matthias Nießner, Jón Atli Benediktsson, Achim Streit
Deep-Learning-Based 3-D Surface Reconstruction - A Survey. Proc. IEEE 111 (11) (2023)
Oskar Taubert, Marie Weiel, Daniel Coquelin, Anis Farshian, Charlotte Debus, Alexander Schug, Achim Streit, Markus Götz
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations. CoRR (2023)
Katharina Flügel, Daniel Coquelin, Marie Weiel, Charlotte Debus, Achim Streit, Markus Götz
Feed-Forward Optimization With Delayed Feedback for Neural Networks. CoRR (2023)
Elnaz Azmi, Jörg Meyer, Marcus Strobl, Michael Weimer, Achim Streit
Approximation and Optimization of Global Environmental Simulations with Neural Networks. PASC (2023)
Juan Pedro Gutiérrez H. Muriedas, Katharina Flügel, Charlotte Debus, Holger Obermaier, Achim Streit, Markus Götz
perun: Benchmarking Energy Consumption of High-Performance Computing Applications. Euro-Par (2023)
Charlotte Debus, Marie Piraud, Achim Streit, Fabian J. Theis, Markus Götz
Reporting electricity consumption is essential for sustainable AI. Nat. Mac. Intell. 5 (11) (2023)
James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz
Learning Tree Structures from Leaves For Particle Decay Reconstruction. CoRR (2022)
Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit
Accelerating neural network training with distributed asynchronous and selective optimization (DASO). J. Big Data 9 (1) (2022)
Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package. CoRR (2022)
Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package. WHISPERS (2022)
Christof Wendenius, Eileen Kuehn, Achim Streit
Training Parameterized Quantum Circuits with Triplet Loss. ECML/PKDD (5) (2022)
James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz
Learning tree structures from leaves for particle decay reconstruction. Mach. Learn. Sci. Technol. 3 (3) (2022)
Nikolai Pfisterer, Marco Berghoff, Achim Streit
On GPU optimizations of stencil codes for highly parallel simulations. PDP (2021)
Benjamin Ertl, Jörg Meyer, Matthias Schneider, Achim Streit
Semi-Supervised Time Point Clustering for Multivariate Time Series. Canadian Conference on AI (2021)
Benjamin Ertl, Matthias Schneider, Christopher Diekmann, Jörg Meyer, Achim Streit
A Semi-supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere. ICCS (1) (2021)
Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit
Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO). CoRR (2021)
Mehmet Soysal, Achim Streit
Collection of Job Scheduling Prediction Methods. JSSPP (2021)
Markus Götz, Charlotte Debus, Daniel Coquelin, Kai Krajsek, Claudia Comito, Philipp Knechtges, Björn Hagemeier, Michael Tarnawa, Simon Hanselmann, Martin Siggel, Achim Basermann, Achim Streit
HeAT - a Distributed and GPU-accelerated Tensor Framework for Data Analytics. IEEE BigData (2020)
Benjamin Ertl, Jörg Meyer, Matthias Schneider, Achim Streit
CoExDBSCAN: Density-based Clustering with Constrained Expansion. KDIR (2020)
Markus Götz, Daniel Coquelin, Charlotte Debus, Kai Krajsek, Claudia Comito, Philipp Knechtges, Björn Hagemeier, Michael Tarnawa, Simon Hanselmann, Martin Siggel, Achim Basermann, Achim Streit
HeAT - a Distributed and GPU-accelerated Tensor Framework for Data Analytics. CoRR (2020)
Elnaz Azmi, Marcus Strobl, Rik van Pruijssen, Uwe Ehret, Jörg Meyer, Achim Streit
Evolutionary Approach of Clustering to Optimize Hydrological Simulations. ICCSA (1) (2020)
Oskar Taubert, Markus Götz, Alexander Schug, Achim Streit
Loss Scheduling for Class-Imbalanced Image Segmentation Problems. ICMLA (2020)
Elnaz Azmi, Uwe Ehret, Jörg Meyer, Rik van Pruijssen, Achim Streit, Marcus Strobl
Clustering as Approximation Method to Optimize Hydrological Simulations. Euro-Par (2019)
Ugur Çayoglu, Frank Tristram, Jörg Meyer, Tobias Kerzenmacher, Peter Braesicke, Achim Streit
On Advancement of Information Spaces to Improve Prediction-Based Compression. GI-Jahrestagung (2019)
Ugur Çayoglu, Frank Tristram, Jörg Meyer, Jennifer Schröter, Tobias Kerzenmacher, Peter Braesicke, Achim Streit
Data Encoding in Lossless Prediction-Based Compression Algorithms. eScience (2019)
Benjamin Ertl, Jörg Meyer, Achim Streit, Matthias Schneider
Application of Mixtures of Gaussians for Tracking Clusters in Spatio-temporal Data. KDIR (2019)
Mehmet Soysal, Marco Berghoff, Thorsten Zirwes, Marc-André Vef, Sebastian Oeste, André Brinkmann, Wolfgang E. Nagel, Achim Streit
Using On-Demand File Systems in HPC Environments. HPCS (2019)
Mehmet Soysal, Marco Berghoff, Dalibor Klusácek, Achim Streit
On the Quality of Wall Time Estimates for Resource Allocation Prediction. ICPP Workshops (2019)
Diana Gudu, Gabriel Zachmann, Marcus Hardt, Achim Streit
Approximate Algorithms for Double Combinatorial Auctions for Resource Allocation in Clouds: An Empirical Comparison. ICAART (1) (2018)
Diana Gudu, Marcus Hardt, Achim Streit
A Unified Comparative Study of Heuristic Algorithms for Double Combinatorial Auctions: Locality-Constrained Resource Allocation Problems. ICAART (Revised Selected Papers) (2018)
Michael Witt, Christoph Jansen, Dagmar Krefting, Achim Streit
Sandboxing of biomedical applications in Linux containers based on system call evaluation. Concurr. Comput. Pract. Exp. 30 (12) (2018)
Ugur Çayoglu, Jennifer Schröter, Jörg Meyer, Achim Streit, Peter Braesicke
A modular software framework for compression of structured climate data. SIGSPATIAL/GIS (2018)
Marco Strutz, Bjoern Lindequist, Hermann Heßling, Achim Streit
The Challenge of a Strong Speed-Up of a Bio-Medical Big Data Application. IEEE BigData (2018)
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, Minh-Duc Nguyen, Stanislav Polyakov, Evgeny Postnikov, Alexey O. Shigarov, Dmitry Shipilov, Achim Streit, Victoria Tokareva, Doris Wochele, Jürgen Wochele, Dmitry P. Zhurov
Russian-German Astroparticle Data Life Cycle Initiative. Data 3 (4) (2018)
Ugur Çayoglu, Frank Tristram, Jörg Meyer, Tobias Kerzenmacher, Peter Braesicke, Achim Streit
Concept and Analysis of Information Spaces to improve Prediction-Based Compression. IEEE BigData (2018)
Diana Gudu, Marcus Hardt, Achim Streit
Combinatorial Auction Algorithm Selection for Cloud Resource Allocation Using Machine Learning. Euro-Par (2018)
Mehmet Soysal, Marco Berghoff, Achim Streit
Analysis of Job Metadata for Enhanced Wall Time Prediction. JSSPP (2018)
Marco Strutz, Hermann Heßling, Achim Streit
Transforming a Local Medical Image Analysis for Running on a Hadoop Cluster. ICCS (2017)
Michael Witt, Christoph Jansen, Dagmar Krefting, Achim Streit
Fine-grained Supervision and Restriction of Biomedical Applications in Linux Containers. CCGrid (2017)
Ugur Çayoglu, Peter Braesicke, Tobias Kerzenmacher, Jörg Meyer, Achim Streit
Adaptive Lossy Compression of Complex Environmental Indices Using Seasonal Auto-Regressive Integrated Moving Average Models. eScience (2017)
Daniel Becker, Achim Streit
Realtime-Processing of Nanocrystallography Images. UKSim (2016)
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, Uwe Strähle, Markus Reischl, Ralf Mikut
Automation strategies for large-scale 3D image analysis. Autom. 64 (7) (2016)
Yousri Mhedheb, Achim Streit
Energy Efficient Runtime Framework for Exascale Systems. ISC Workshops (2016)
Jiaqi Zhao, Jie Tao, Achim Streit
Enabling collaborative MapReduce on the Cloud with a single-sign-on mechanism. Computing 98 (1-2) (2016)
Parinaz Ameri, Nico Schlitter, Jörg Meyer, Achim Streit
NoWog: A Workload Generator for Database Performance Benchmarking. DASC/PiCom/DataCom/CyberSciTech (2016)
Diana Gudu, Marcus Hardt, Achim Streit
On MAS-Based, Scalable Resource Allocation in Large-Scale, Dynamic Environments. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Marek Szuba, Parinaz Ameri, Udo Grabowski, Jörg Meyer, Achim Streit
A Distributed System for Storing and Processing Data from Earth-Observing Satellites: System Design and Performance Evaluation of the Visualisation Tool. CCGrid (2016)
Eileen Kuehn, Achim Streit
Online Distance Measurement for Tree Data Event Streams. DASC/PiCom/DataCom/CyberSciTech (2016)
Yousri Mhedheb, Achim Streit
Energy-efficient Task Scheduling in Data Centers. CLOSER (1) (2016)
Daniel Becker, Achim Streit
Real-time signal identification in big data streams Bragg-Spot localization in photon science. HPCS (2015)
Foued Jrad, Jie Tao, Achim Streit, Rico Knapper, Christoph M. Flath
A utility-based approach for customised cloud service selection. Int. J. Comput. Sci. Eng. 10 (1/2) (2015)
Ahmad Maatouki, Marek Szuba, Jörg Meyer, Achim Streit
A horizontally-scalable multiprocessing platform based on Node.js. CoRR (2015)
Ahmad Maatouki, Jörg Meyer, Marek Szuba, Achim Streit
A Horizontally-Scalable Multiprocessing Platform Based on Node.js. TrustCom/BigDataSE/ISPA (3) (2015)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. CoRR (2015)
Daniel Becker, Achim Streit
Localization of Signal Peaks in Photon Science Imaging. UKSim (2015)
Parinaz Ameri, Jörg Meyer, Achim Streit
On a new approach to the index selection problem using mining algorithms. IEEE BigData (2015)
Gevorg Poghosyan, Sanchit Matta, Achim Streit, Michal Bejger, Andrzej Królak
Architecture, implementation and parallelization of the software to search for periodic gravitational wave signals. Comput. Phys. Commun. 188 (2015)
Foued Jrad, Jie Tao, Ivona Brandic, Achim Streit
SLA enactment for large-scale healthcare workflows on multi-Cloud. Future Gener. Comput. Syst. (2015)
Peter Krauss, Tobias Kurze, Achim Streit
CloudBench - A Framework for Distributed, Self-organizing, Continuous and Topology-aware IaaS Cloud Benchmarking with Super-peer Networks. e-Science (2015)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. NBiS (2015)
Marek Szuba, Parinaz Ameri, Udo Grabowski, Jörg Meyer, Achim Streit
A Distributed System for Storing and Processing Data from Earth-observing Satellites: System Design and Performance Evaluation of the Visualisation Tool. CoRR (2015)
Drazen Lucanin, Foued Jrad, Ivona Brandic, Achim Streit
Energy-Aware Cloud Management through Progressive SLA Specification. CoRR (2014)
Jiaqi Zhao, Lizhe Wang, Jie Tao, Jinjun Chen, Weiye Sun, Rajiv Ranjan, Joanna Kolodziej, Achim Streit, Dimitrios Georgakopoulos
A security framework in G-Hadoop for big data computing across distributed Cloud data centres. J. Comput. Syst. Sci. 80 (5) (2014)
Gevorg Poghosyan, Sanchit Matta, Achim Streit, Michal Bejger, Andrzej Królak
Architecture, implementation and parallelization of the software to search for periodic gravitational wave signals. CoRR (2014)
Parinaz Ameri, Udo Grabowski, Jörg Meyer, Achim Streit
On the Application and Performance of MongoDB for Climate Satellite Data. TrustCom (2014)
Daniel Becker, Achim Streit
A Neural Network Based Pre-Selection of Big Data in Photon Science. BDCloud (2014)
Bernhard Neumair, Achim Streit
Unterstützung datenintensiver Forschung am KIT - Aktivitäten, Dienste und Erfahrungen. GI-Jahrestagung (2014)
Tobias Sturm, Foued Jrad, Achim Streit
Storage CloudSim - A Simulation Environment for Cloud Object Storage Infrastructures. CLOSER (2014)
Diana Gudu, Marcus Hardt, Achim Streit
Evaluating the performance and scalability of the Ceph distributed storage system. IEEE BigData (2014)
Soodeh Farokhi, Foued Jrad, Ivona Brandic, Achim Streit
HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments. CLOSER (2014)
Drazen Lucanin, Foued Jrad, Ivona Brandic, Achim Streit
Energy-Aware Cloud Management Through Progressive SLA Specification. GECON (2014)
Eileen Kuehn, Max Fischer, Christopher Jung, Andreas Petzold, Achim Streit
Monitoring Data Streams at Process Level in Scientific Big Data Batch Clusters. BDC (2014)
Jiaqi Zhao, Yousri Mhedheb, Jie Tao, Foued Jrad, Qinghuai Liu, Achim Streit
Using a vision cognitive algorithm to schedule virtual machines. Int. J. Appl. Math. Comput. Sci. 24 (3) (2014)
Foued Jrad, Jie Tao, Ivona Brandic, Achim Streit
Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications. CLOSER (2014)
Foued Jrad, Jie Tao, Achim Streit
A broker-based framework for multi-cloud workflows. MultiCloud@ICPE (2013)
Lizhe Wang, Jie Tao, Rajiv Ranjan, Holger Marten, Achim Streit, Jingying Chen, Dan Chen
G-Hadoop: MapReduce across distributed data centers for data-intensive computing. Future Gener. Comput. Syst. 29 (3) (2013)
Nathalie Rauschmayr, Achim Streit
Evaluation of x32-ABI in the Context of LHC Applications. ICCS (2013)
Xiaoli Yang, Thomas Jejkal, Halil Pasic, Rainer Stotzka, Achim Streit, Jos van Wezel, Tomy dos Santos Rolo
Data Intensive Computing of X-Ray Computed Tomography Reconstruction at the LSDF. PDP (2013)
Yousri Mhedheb, Foued Jrad, Jie Tao, Jiaqi Zhao, Joanna Kolodziej, Achim Streit
Load and Thermal-Aware VM Scheduling on the Cloud. ICA3PP (1) (2013)
Nathalie Rauschmayr, Achim Streit
Evaluating Moldability of LHCb Jobs for Multicore Job Submission. SYNASC (2013)
Zhihui Du, Ramin Yahyapour, Yuxiong He, Nectarios Koziris, Bilha Mendelson, Veronika Sonigo, Achim Streit, Andrei Tchernykh
Topic 3: Scheduling and Load Balancing - (Introduction). Euro-Par (2013)
Jos van Wezel, Achim Streit, Christopher Jung, Rainer Stotzka, Silke Halstenberg, Fabian Rigoll, Ariel García, Andreas Heiss, Kilian Schwarz, Martin Gasthuber, André Giesler
Data Life Cycle Labs, A New Concept to Support Data-Intensive Science CoRR (2012)
Fabio Kon, Gordon S. Blair, Lisandro Zambenedetti Granville, Raouf Boutaba, Lizhe Wang, Jie Tao, Achim Streit, Dieter Kranzlmüller, Luís Veiga
The path to openness: letter from the editors. J. Internet Serv. Appl. 3 (3) (2012)
Lizhe Wang, Jie Tao, Holger Marten, Achim Streit, Samee Ullah Khan, Joanna Kolodziej, Dan Chen
MapReduce across Distributed Clusters for Data-intensive Applications. IPDPS Workshops (2012)
Nathalie Rauschmayr, Achim Streit
Reducing the Memory Footprint of Parallel Applications with KSM. Facing the Multicore-Challenge (2012)
Foued Jrad, Jie Tao, Achim Streit
SLA based Service Brokering in Intercloud Environments. CLOSER (2012)
Danah Tonne, Rainer Stotzka, Thomas Jejkal, Volker Hartmann, Halil Pasic, Andrea Rapp, Philipp Vanscheidt, Bernhard Neumair, Achim Streit, Ariel García, Daniel Kurzawe, Tibor Kálmán, Jedrzej Rybicki, Beatriz Sanchez Bribian
A Federated Data Zone for the Arts and Humanities. PDP (2012)
Thomas Jejkal, Volker Hartmann, Rainer Stotzka, Jens C. Otte, Ariel García, Jos van Wezel, Achim Streit
LAMBDA - The LSDF Execution Framework for Data Intensive Applications. PDP (2012)
A. O. García, Serguei Bourov, Ahmad Hammad, Volker Hartmann, Thomas Jejkal, Jens C. Otte, Sven Pfeiffer, T. Schenker, Christian Schmidt, Patrick Neuberger, Rainer Stotzka, Jos van Wezel, Bernhard Neumair, Achim Streit
Data-intensive analysis for scientific experiments at the Large Scale Data Facility. LDAV (2011)
Ariel García, Serguei Bourov, Ahmad Hammad, Jos van Wezel, Bernhard Neumair, Achim Streit, Volker Hartmann, Thomas Jejkal, Patrick Neuberger, Rainer Stotzka
The Large Scale Data Facility: Data Intensive Computing for Scientific Experiments. IPDPS Workshops (2011)
Morris Riedel, Achim Streit, Dieter Kranzlmüller, Daniel Mallmann, Thomas Lippert
Requirements of an e-science infrastructure interoperability reference model. MIPRO (2011)
A. O. García, Serguei Bourov, Ahmad Hammad, Thomas Jejkal, Jens C. Otte, Sven Pfeiffer, T. Schenker, Christian Schmidt, Jos van Wezel, Bernhard Neumair, Achim Streit
Data management and analysis at the Large Scale Data Facility. ICDIM (2011)
Morris Riedel, M. Shahbaz Memon, A. Shiraz Memon, Daniel Mallmann, Thomas Lippert, Dieter Kranzlmüller, Achim Streit
e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications. IPDPS Workshops (2011)
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, Valentina Huber, Nadine Lamla, Daniel Mallmann, Ahmed Shiraz Memon, Mohammad Shahbaz Memon, Michael Rambadt, Morris Riedel, Mathilde Romberg, Bernd Schuller, Tobias Schlauch, Andreas Schreiber, Thomas Soddemann, Wolfgang Ziegler
UNICORE 6 - Recent and Future Advancements. Ann. des Télécommunications 65 (11-12) (2010)
Morris Riedel, M. Shahbaz Memon, A. Shiraz Memon, Achim Streit, Felix Wolf, Thomas Lippert, Balázs Kónya, Oxana Smirnova, Aleksandr Konstantinov, Luigi Zangrando, Moreno Marzolla, Johannes Watzl, Dieter Kranzlmüller
Improvements of common open Grid standards to increase High Throughput and High Performance Computing effectiveness on large-scale Grid and e-science infrastructures. IPDPS Workshops (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Achim Streit