Search Results - "Kranzlmuller, Dieter"

Exploiting the Quantum Advantage for Satellite Image Processing: Review and Assessment by Otgonbaatar, Soronzonbold, Kranzlmuller, Dieter

“…This article examines the current status of quantum computing (QC) in Earth observation and satellite imagery. We analyze the potential limitations and…”
Get full text

Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets by Otgonbaatar, Soronzonbold, Schwarz, Gottfried, Datcu, Mihai, Kranzlmuller, Dieter

“…Quantum machine learning (QML) models promise to have some computational (or quantum) advantage for classifying supervised datasets (e.g., satellite images)…”
Get full text

State of the art of virtual reality technology by Anthes, Christoph, Garcia-Hernandez, Ruben Jesus, Wiedemann, Markus, Kranzlmuller, Dieter

“…In the past three years, the so-called second wave of Virtual Reality (VR) has brought us a vast amount of new displays and input devices. Not only new…”
Get full text

TweTriS: Twenty trillion-atom simulation by Tchipev, Nikola, Seckler, Steffen, Heinen, Matthias, Vrabec, Jadran, Gratl, Fabio, Horsch, Martin, Bernreuther, Martin, Glass, Colin W, Niethammer, Christoph, Hammer, Nicolay, Krischok, Bernd, Resch, Michael, Kranzlmüller, Dieter, Hasse, Hans, Bungartz, Hans-Joachim, Neumann, Philipp

“…Significant improvements are presented for the molecular dynamics code ls1 mardyn — a linked cell-based code for simulating a large number of small, rigid…”
Get full text

Lessons learned from urgent computing in Europe: Tackling the COVID-19 pandemic by López, Núria, Del Debbio, Luigi, Baaden, Marc, Praprotnik, Matej, Grigori, Laura, Simões, Catarina, Bogaerts, Serge, Berberich, Florian, Lippert, Thomas, Ignatius, Janne, Lavocat, Philippe, Pineda, Oriol, Giuffreda, Maria Grazia, Girona, Sergi, Kranzlmüller, Dieter, Resch, Michael M., Scipione, Gabriella, Schulthess, Thomas

“…PRACE (Partnership for Advanced Computing in Europe), an international not-for-profit association that brings together the five largest European supercomputing…”
Get full text

Computational science for a better future by Kovalchuk, Sergey V., Krzhizhanovskaya, Valeria V., Paszyński, Maciej, Kranzlmüller, Dieter, Dongarra, Jack, Sloot, Peter M.A.

Get full text

Accelerating HPC With Quantum Computing: It Is a Software Challenge Too by Schulz, Martin, Ruefenacht, Martin, Kranzlmuller, Dieter, Schulz, Laura Brandon, Mohror, Kathryn, Shalf, John M.

“…With quantum computing (QC) maturing, high-performance computing (HPC) centers are already preparing to host early-phase production versions of such systems…”
Get full text

DRIHM(2US): An e-Science Environment for Hydrometeorological Research on High-Impact Weather Events by Parodi, Antonio, Kranzlmüller, Dieter, Clematis, Andrea, Danovaro, Emanuele, Galizia, Antonella, Garrote, Luis, Llasat, Maria Carmen, Caumont, Olivier, Richard, Evelyne, Harpham, Quillon, Siccardi, Franco, Ferraris, Lucaca, Rebora, Nicola, Delogu, Fabio, Fiori, Elisabetta, Molini, Lucaca, Foufoula-Georgiou, Efi, D’Agostino, Daniele

“…Abstract From 1970 to 2012, about 9,000 high-impact weather events were reported globally, causing the loss of 1.94 million lives and damage of $2.4 trillion…”
Get full text

Perspectives for using virtual reality to extend visual data mining in information visualization by Garcia-Hernandez, Ruben Jesus, Anthes, Christoph, Wiedemann, Markus, Kranzlmuller, Dieter

“…Although virtual reality (VR) has a huge success in increasing the quality of scientific visualization applications, there is a considerable lag in the…”
Get full text

On the complexities of utilizing large‐scale lightpath‐connected distributed cyberinfrastructure by Maassen, Jason, Werkhoven, Ben, Meersbergen, Maarten, Bal, Henri E., Kliphuis, Michael, Brunnabend, Sandra E., Dijkstra, Henk A., Malenstein, Gerben, de Vos, Migiel, Kuijpers, Sylvia, Boele, Sander, Wolfrat, Jules, Hill, Nick, Wallom, David, Grimm, Christian, Kranzlmüller, Dieter, Ganpathi, Dinesh, Jha, Shantenu, Khamra, Yaakoub El, Bryan, Frank O., Kirtman, Benjamin, Seinstra, Frank J.

“…Summary In Autumn 2013, we—an international team of climate scientists, computer scientists, eScience researchers, and e‐Infrastructure…”
Get full text

Detecting Patterns in MPI Communication Traces by Preissl, Robert, Kockerbauer, Thomas, Schulz, Martin, Kranzlmuller, Dieter, de Supinski, Bronis R., Quinlan, Daniel J.

“…Since processor counts in supercomputers are increasing dramatically, efficient interprocessor communication is becoming even more important for the…”
Get full text

Optimal Schedules for High-Level Programming Environments on FPGAs with Constraint Programming by Jungblut, Pascal, Kranzlmuller, Dieter

“…Scheduling tasks on reconfigurable hardware is a well-known problem. Yet, the adoption of advanced scheduling strategies for reconfigurable systems is still…”
Get full text

Folded Interaction Systems and their application to the survivability analysis of unbounded systems by Schiffers, M., Kranzlmuller, D.

“…Modeling the fulfillment of global properties like survivability is a challenging problem in unbounded systems such as Grids, peer-to-peer systems, or swarms…”
Get full text

Forecasting power-efficiency related key performance indicators for modern data centers using LSTMs by Shoukourian, Hayk, Kranzlmüller, Dieter

“…Modern HPC and cloud data centers, being mission critical facilities, continue to grow in size and number as the amount of Internet and cloud-based services…”
Get full text

Quantum-Inspired Tensor Network for Earth Science by Otgonbaatar, Soronzonbold, Kranzlmuller, Dieter

“…Deep Learning (DL) is one of many successful methodologies to extract informative patterns and insights from ever increasing noisy large-scale datasets (in our…”
Get full text

Ten years of Immersive VR Installations - Past, Present, and Future by Mayer, Elisabeth, Garcia Hernandez, Ruben Jesus, Kolb, Daniel, Dreer, Jutta, Muller, Simone, Odaker, Thomas, Kranzlmuller, Dieter

“…Virtual Reality (VR) has found application in many fields including art history, education, research, and smart industry. Immersive 3D screens, large-scale…”
Get full text

User-defined Tools for Characterizing Task-Parallel Applications and Predicting Load Imbalance by Chung, Minh Thanh, Kranzlmuller, Dieter

“…Parallel applications can be built portably on heterogeneous shared or distributed memory systems using task-based programming models. The decomposition into…”
Get full text

Finding associations in Grid monitoring data by Maier, Gerhild, van der Ster, Daniel, Kranzlmuller, Dieter

“…Error handling is a crucial task in infrastructures as complex as grids. Today, there are several monitoring tools which can be used to report failing grid…”
Get full text

Exploitation of Dynamic Communication Patterns through Static Analysis by Preissl, Robert, de Supinski, Bronis R, Schulz, Martin, Quinlan, Daniel J., Kranzlmuller, Dieter, Panas, Thomas

“…Collective operations can have a large impact on the performance of parallel applications. However, the ideal implementation of a particular collective…”
Get full text

A border-friendly, non-overlay mechanism for inter-domain QoS support in the Internet by Danciu, V. A., Kranzlmuller, D., Metzker, M. G., Yampolskiy, M.

“…Many services provided over the Internet, like voice over IP and video on demand, increase the demand for assurances concerning the quality of the underlying…”
Get full text