Jakob Lüttgau

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Topics

Distributed Data

Materials Science

Emergent Behavior

Storage Systems

Top Venues

Supercomput. Front. Innov.

Publications

Jakob Lüttgau, Shane Snyder, Tyler Reddy, Nikolaus Awtrey, Kevin Harms, Jean Luca Bez, Rui Wang, Robert Latham, Philip H. Carns
Enabling Agile Analysis of I/O Performance Data with PyDarshan. SC Workshops (2023)
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
Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case. CLOUD (2023)
Jakob Lüttgau, Heberth F. Martinez, Paula Olaya, Giorgio Scorzelli, Glenn Tarcea, Jay F. Lofstead, Christine R. Kirkpatrick, Valerio Pascucci, Michela Taufer
NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data Delivery. UCC (2023)
Jakob Lüttgau, Heberth Martinez, Glenn Tarcea, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
Studying Latency and Throughput Constraints for Geo-Distributed Data in the National Science Data Fabric. HPDC (2023)
Stephanie Brink, Michael McKinsey, David Böhme, Connor Scully-Allison, Ian Lumsden, Daryl Hawkins, Treece Burgess, Vanessa Lama, Jakob Lüttgau, Katherine E. Isaacs, Michela Taufer, Olga Pearce
Thicket: Seeing the Performance Experiment Forest for the Individual Run Trees. HPDC (2023)
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
Enhancing Scientific Research with FAIR Digital Objects in the National Science Data Fabric. Comput. Sci. Eng. 25 (5) (2023)
Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
Development of Large-Scale Scientific Cyberinfrastructure and the Growing Opportunity to Democratize Access to Platforms and Data. HCI (26) (2023)
Naweiluo Zhou, Giorgio Scorzelli, Jakob Lüttgau, Rahul R. Kancharla, Joshua J. Kane, Robert Wheeler, Brendan P. Croom, Pania Newell, Valerio Pascucci, Michela Taufer
Orchestration of materials science workflows for heterogeneous resources at large scale. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Nigel Tan, Jakob Lüttgau, Jack Marquez, Keita Teranishi, Nicolas Morales, Sanjukta Bhowmick, Franck Cappello, Michela Taufer, Bogdan Nicolae
Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication. ICPP (2023)
Jakob Lüttgau, Giorgio Scorzelli, Valerio Pascucci, Glenn Tarcea, Christine R. Kirkpatrick, Michela Taufer
NSDF-Catalog: Lightweight Indexing Service for Democratizing Data Delivery. UCC (2022)
Julius Plehn, Anna Fuchs, Michael Kuhn, Jakob Lüttgau, Thomas Ludwig
Data-aware compression for HPC using machine learning. CHEOPS@EuroSys (2022)
Paula Olaya, Jakob Lüttgau, Naweiluo Zhou, Jay F. Lofstead, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
NSDF-FUSE: A Testbed for Studying Object Storage via FUSE File Systems. HPDC (2022)
Jakob Lüttgau, Paula Olaya, Naweiluo Zhou, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer
NSDF-Cloud: Enabling Ad-Hoc Compute Clusters Across Academic and Commercial Clouds. HPDC (2022)
Julius Plehn, Anna Fuchs, Michael Kuhn, Jakob Lüttgau, Thomas Ludwig
Data-Aware Compression for HPC using Machine Learning. ACM SIGOPS Oper. Syst. Rev. 56 (1) (2022)
Jakob Lüttgau, Silvina Caíno-Lores, Kae Suarez, Dong H. Ahn, Stephen Herbein, Michela Taufer
Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling. e-Science (2022)
Ian Lumsden, Jakob Lüttgau, Vanessa Lama, Connor Scully-Allison, Stephanie Brink, Katherine E. Isaacs, Olga Pearce, Michela Taufer
Enabling Call Path Querying in Hatchet to Identify Performance Bottlenecks in Scientific Applications. e-Science (2022)
Jae-Seung Yeom, Dong H. Ahn, Ian Lumsden, Jakob Lüttgau, Silvina Caíno-Lores, Michela Taufer
Ubique: A New Model for Untangling Inter-task Data Dependence in Complex HPC Workflows. e-Science (2022)
Kira Duwe, Jakob Lüttgau, Georgiana Mania, Jannek Squar, Anna Fuchs, Michael Kuhn, Eugen Betke, Thomas Ludwig
State of the Art and Future Trends in Data Reduction for High-Performance Computing. Supercomput. Front. Innov. 7 (1) (2020)
Jakob Lüttgau, Michael Kuhn, Kira Duwe, Yevhen Alforov, Eugen Betke, Julian M. Kunkel, Thomas Ludwig
Survey of Storage Systems for High-Performance Computing. Supercomput. Front. Innov. 5 (1) (2018)
Jakob Lüttgau, Julian M. Kunkel
Cost and Performance Modeling for Earth System Data Management and Beyond. ISC Workshops (2018)
Jakob Lüttgau, Shane Snyder, Philip H. Carns, Justin M. Wozniak, Julian M. Kunkel, Thomas Ludwig
Toward Understanding I/O Behavior in HPC Workflows. PDSW-DISCS@SC (2018)
Jakob Lüttgau, Julian M. Kunkel
Simulation of Hierarchical Storage Systems for TCO and QoS. ISC Workshops (2017)
Julian M. Kunkel, Michaela Zimmer, Nathanael Hübbe, Alvaro Aguilera, Holger Mickler, Xuan Wang, Andriy Chut, Thomas Bönisch, Jakob Lüttgau, Roman Michel, Johann Weging
The SIOX Architecture - Coupling Automatic Monitoring and Optimization of Parallel I/O. ISC (2014)
Jakob Lüttgau, Julian M. Kunkel
Feign: in-silico laboratory for researching I/O strategies: using the flexible event imitation engine (feign) to alter application I/O. PDSW@SC (2014)