Jun.-Prof. Michael Kuhn
Jun.-Prof. Dr. Michael Kuhn
AG Parallel Systems / Parallel Computing
Aktuelle Projekte
- Gekoppeltes Speichersystem für die effiziente Verwaltung selbst-beschreibender Datenformate
Laufzeit: 01.10.2019 - 30.09.2022
2020
Begutachteter Zeitschriftenartikel
Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer
In: Future Generation Computer Systems, Elsevier BV, 2020, Bd. 109, S. 668-677
State of the Art and Future Trends in Data Reduction for High-Performance Computing
In: Supercomputing Frontiers and Innovations, Publishing Center of South Ural State University, S. 4-36, 2020
Buchbeitrag
ArduPower v2: Open and modular power measurement for HPC components
In: The Tenth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, ENERGY 2020 - IARIA, 2020 . - 2020, S. 24-29 ; [Konferenz: Tenth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, ENERGY 2020, Lisbon, Portugal, September 27, 2020 to October 01, 2020]
Compiler Assisted Source Transformation of OpenMP Kernels
In: 2020 19th International Symposium on Parallel and Distributed Computing (ISPDC), IEEE, 2020
Improving energy efficiency of scientific data compression with decision trees
In: The Tenth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, ENERGY 2020 - IARIA, 2020 . - 2020, S. 17-23 ; [Konferenz: Tenth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, ENERGY 2020, Lisbon, Portugal, September 27, 2020 to October 01, 2020]
2019
Begutachteter Zeitschriftenartikel
Parallele Dateisysteme
In: Informatik Spektrum, Springer Science and Business Media LLC, 2019, Bd. 42, Heft 5, S. 360-364
Towards an HPC Certification Program
In: The Journal of Computational Science Education, The Shodor Education Foundation, Inc., 2019, Bd. 10, Heft 1, S. 88-89
2018
Begutachteter Zeitschriftenartikel
A Survey of Storage Systems for High-Performance Computing
In: Supercomputing Frontiers and Innovations, Publishing Center of South Ural State University, S. 31-58, 2018
Buchbeitrag
Towards Green Scientific Data Compression Through High-Level I/O Interfaces
In: 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), IEEE, 2018
2017
Buchbeitrag
Could Blobs Fuel Storage-Based Convergence Between HPC and Big Data?
In: 2017 IEEE International Conference on Cluster Computing (CLUSTER), IEEE, 2017
JULEA: A Flexible Storage Framework for HPC
In: Lecture Notes in Computer Science, Springer International Publishing, 2017, S. 712-723, High Performance Computing
Performance and Power Optimization
In: Helmholtz Portfolio Theme Large-Scale Data Management and Analysis (LSDMA), KIT Scientific Publishing, S. 141-160, 2017, 978-3-7315-0695-9
2016
Begutachteter Zeitschriftenartikel
Analyzing the energy consumption of the storage data path
In: The Journal of Supercomputing, Springer Science and Business Media LLC, 2016, Bd. 72, Heft 11, S. 4089-4106
Data Compression for Climate Data
In: Supercomputing Frontiers and Innovations, Publishing Center of South Ural State University, S. 75-94, 2016
2015
Artikel in Kongressband
Analyzing Power Consumption of I/O Operations in HPC Applications
In: Proceedings of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), Computer Architecture, Communications and Systems Group (ARCOS), S. 107-116, 2015, 978-84-608-2581-4
Buchbeitrag
A Best Practice Analysis of HDF5 and NetCDF-4 Using Lustre
In: Lecture Notes in Computer Science, Springer International Publishing, 2015, S. 274-281, High Performance Computing
ARDUPOWER: A low-cost wattmeter to improve energy efficiency of HPC applications
In: 2015 Sixth International Green and Sustainable Computing Conference (IGSC), IEEE, 2015
Big Data Research at DKRZ Climate Model Data Production Workflow
In: Big Data and High Performance Computing, IOS Press, S. 133-155, 2015, 978-1-61499-582-1
Dynamically Adaptable I/O Semantics for High Performance Computing
In: Lecture Notes in Computer Science, Springer International Publishing, 2015, S. 240-256, High Performance Computing
MPI-checker - static analysis for MPI
In: Proceedings of the Second Workshop on the LLVM Compiler Infrastructure in HPC - LLVM \'15, ACM Press, 2015
2014
Artikel in Kongressband
Compression By Default - Reducing Total Cost of Ownership of Storage Systems
In: Supercomputing, Springer International Publishing, 8488, 2014, 978-3-319-07517-4
Evaluating Power-Performace Benefits of Data Compression in HPC Storage Servers
In: ENERGY 2014: The Fourth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, IARIA XPS Press, S. 29-34, 2014, 978-1-61208-332-2
Begutachteter Zeitschriftenartikel
Exascale Storage Systems - An Analytical Study of Expenses
In: Supercomputing Frontiers and Innovations, Publishing Center of South Ural State University, S. 116-134, 2014
Buchbeitrag
Evaluating Lustre's Metadata Server on a Multi-Socket Platform
In: 2014 9th Parallel Data Storage Workshop, IEEE, 2014
2013
Buchbeitrag
A Semantics-Aware I/O Interface for High Performance Computing
In: Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2013, S. 408-421, Supercomputing
2012
Artikel in Kongressband
Evaluating the Influence of File System Interfaces and Semantics on I/O Throughput in High Performance Computing
In: Proceedings of the Work in Progress Session, 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, Institute for Systems Engineering and Automation, 31, 2012, 978-3-902457-31-8
Optimizations for Two-Phase Collective I/O
In: Applications, Tools and Techniques on the Road to Exascale Computing, IOS Press, 22, S. 455-462, 2012, 978-1-61499-040-6
Scientific Computing: Performance and Efficiency in Climate Models
In: Proceedings of the Work in Progress Session, 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, Institute for Systems Engineering and Automation, 31, 2012, 978-3-902457-31-8
Begutachteter Zeitschriftenartikel
Towards an energy-aware scientific I/O interface - Stretching the ADIOS interface to foster performance analysis and energy awareness
In: Computer Science - Research and Development, Springer Science and Business Media LLC, 2012, Bd. 27, Heft 4, S. 337-345
Buchbeitrag
A study on data deduplication in HPC storage systems
In: 2012 International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE, 2012
Simulation-Aided Performance Evaluation of Server-Side Input/Output Optimizations
In: 2012 20th Euromicro International Conference on Parallel, Distributed and Network-based Processing, IEEE, 2012
Tool Environments to Measure Power Consumption and Computational Performance
In: Handbook of Energy-Aware and Green Computing, Chapman and Hall/CRC Press Taylor and Francis Group, S. 709-743, 2012, 978-1-4398-5040-4
2010
Begutachteter Zeitschriftenartikel
Collecting energy consumption of scientific data - Energy demands for files during their life cycle
In: Computer Science - Research and Development, Springer Science and Business Media LLC, 2010, Bd. 25, Heft 3-4, S. 197-205
2009
Begutachteter Zeitschriftenartikel
Dynamic file system semantics to enable metadata optimizations in PVFS
In: Concurrency and Computation: Practice and Experience, Wiley, 2009, Bd. 21, Heft 14, S. 1775-1788
2008
Buchbeitrag
Directory-Based Metadata Optimizations for Small Files in PVFS
In: Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2008, S. 90-99, Euro-Par 2008 Parallel Processing
- Intel, Johann Lombardi
- DataDirect Networks, Jean-Thomas Acquaviva
- Max-Planck-Institut für Meteorologie, Uwe Schulzweida
- Deutsches Klimarechenzentrum, Prof. Dr. Thomas Ludwig
- High Performance Computing
- Storage and File Systems
- Data Reduction Techniques
- I/O Interfaces
- Programming Concepts