Jakob Lüttgau

According to our database, Jakob Lüttgau authored at least 23 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Orchestration of materials science workflows for heterogeneous resources at large scale.

Naweiluo Zhou, Giorgio Scorzelli, Jakob Lüttgau, Rahul R. Kancharla, Joshua J. Kane, Robert Wheeler, Brendan P. Croom, Pania Newell, Valerio Pascucci, Michela Taufer

Int. J. High Perform. Comput. Appl., July, 2023

Enhancing Scientific Research with FAIR Digital Objects in the National Science Data Fabric.

Michela Taufer, Heberth F. Martinez, Jakob Lüttgau, Lauren Whitnah, Giorgio Scorzelli, Pania Newell, Aashish Panta, Peer-Timo Bremer, Douglas Fils, Christine R. Kirkpatrick, Valerio Pascucci

Comput. Sci. Eng., 2023

NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data Delivery.

Jakob Lüttgau, Heberth F. Martinez, Paula Olaya, Giorgio Scorzelli, Glenn Tarcea, Jay F. Lofstead, Christine R. Kirkpatrick, Valerio Pascucci, Michela Taufer

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Enabling Agile Analysis of I/O Performance Data with PyDarshan.

Jakob Lüttgau, Shane Snyder, Tyler Reddy, Nikolaus Awtrey, Kevin Harms, Jean Luca Bez, Rui Wang, Robert Latham, Philip H. Carns

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication.

Nigel Tan, Jakob Lüttgau, Jack Marquez, Keita Teranishi, Nicolas M. Morales, Sanjukta Bhowmick, Franck Cappello, Michela Taufer, Bogdan Nicolae

Proceedings of the 52nd International Conference on Parallel Processing, 2023

Studying Latency and Throughput Constraints for Geo-Distributed Data in the National Science Data Fabric.

Jakob Lüttgau, Heberth F. Martinez, Glenn Tarcea, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

Thicket: Seeing the Performance Experiment Forest for the Individual Run Trees.

Stephanie Brink, Michael McKinsey, David Böhme, Connor Scully-Allison, Ian Lumsden, W. Daryl Hawkins, Treece Burgess, Vanessa Lama, Jakob Lüttgau, Katherine E. Isaacs, Michela Taufer, Olga Pearce

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

Development of Large-Scale Scientific Cyberinfrastructure and the Growing Opportunity to Democratize Access to Platforms and Data.

Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer

Proceedings of the Distributed, Ambient and Pervasive Interactions, 2023

Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case.

Paula Olaya, Jakob Lüttgau, Camila Roa, Ricardo M. Llamas, Rodrigo Vargas, Sophia Wen, I-Hsin Chung, Seetharami R. Seelam, Yoonho Park, Jay F. Lofstead, Michela Taufer

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Data-Aware Compression for HPC using Machine Learning.

Julius Plehn, Anna Fuchs, Michael Kuhn, Jakob Lüttgau, Thomas Ludwig

ACM SIGOPS Oper. Syst. Rev., 2022

NSDF-Catalog: Lightweight Indexing Service for Democratizing Data Delivery.

Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Glenn Tarcea, Christine R. Kirkpatrick, Michela Taufer

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

NSDF-FUSE: A Testbed for Studying Object Storage via FUSE File Systems.

Paula Olaya, Jakob Lüttgau, Naweiluo Zhou, Jay F. Lofstead, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

NSDF-Cloud: Enabling Ad-Hoc Compute Clusters Across Academic and Commercial Clouds.

Jakob Lüttgau, Paula Olaya, Naweiluo Zhou, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Ubique: A New Model for Untangling Inter-task Data Dependence in Complex HPC Workflows.

Jae-Seung Yeom, Dong H. Ahn, Ian Lumsden, Jakob Lüttgau, Silvina Caíno-Lores, Michela Taufer

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling.

Jakob Lüttgau, Silvina Caíno-Lores, Kae Suarez, Dong H. Ahn, Stephen Herbein, Michela Taufer

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Enabling Call Path Querying in Hatchet to Identify Performance Bottlenecks in Scientific Applications.

Ian Lumsden, Jakob Lüttgau, Vanessa Lama, Connor Scully-Allison, Stephanie Brink, Katherine E. Isaacs, Olga Pearce, Michela Taufer

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2020

State of the Art and Future Trends in Data Reduction for High-Performance Computing.

Kira Duwe, Jakob Lüttgau, Georgiana Mania, Jannek Squar, Anna Fuchs, Michael Kuhn, Eugen Betke, Thomas Ludwig

Supercomput. Front. Innov., 2020

2018

Survey of Storage Systems for High-Performance Computing.

Jakob Lüttgau, Michael Kuhn, Kira Duwe, Yevhen Alforov, Eugen Betke, Julian M. Kunkel, Thomas Ludwig

Supercomput. Front. Innov., 2018

Cost and Performance Modeling for Earth System Data Management and Beyond.

Jakob Lüttgau, Julian M. Kunkel

Proceedings of the High Performance Computing, 2018

Toward Understanding I/O Behavior in HPC Workflows.

Jakob Lüttgau, Shane Snyder, Philip H. Carns, Justin M. Wozniak, Julian M. Kunkel, Thomas Ludwig

Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018

2017

Simulation of Hierarchical Storage Systems for TCO and QoS.

Jakob Lüttgau, Julian M. Kunkel

Proceedings of the High Performance Computing, 2017

2014

The SIOX Architecture - Coupling Automatic Monitoring and Optimization of Parallel I/O.

Julian M. Kunkel, Michaela Zimmer, Nathanael Hübbe, Alvaro Aguilera, Holger Mickler, Xuan Wang, Andriy Chut, Thomas Bönisch, Jakob Lüttgau, Roman Michel, Johann Weging

Proceedings of the Supercomputing - 29th International Conference, 2014

Feign: in-silico laboratory for researching I/O strategies: using the flexible event imitation engine (feign) to alter application I/O.

Jakob Lüttgau, Julian M. Kunkel

Proceedings of the 9th Parallel Data Storage Workshop, 2014