Publications

2020

Begutachteter Zeitschriftenartikel

Matri, Pierre;  Alforov, Yevhen;  Brandon, Álvaro;  Pérez, María S.;  Costan, Alexandru;  Antoniu, Gabriel;  Kuhn, Michael;  Carns, Philip;  Ludwig, Thomas 

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

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

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

Bremer, Daniel;  Kuhn, Michael;  Heidari, Mohammad Reza 

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]

Squar, Jannek;  Jammer, Tim;  Blesel, Michael;  Kuhn, Michael;  Ludwig, Thomas 

Compiler Assisted Source Transformation of OpenMP Kernels
In: 2020 19th International Symposium on Parallel and Distributed Computing (ISPDC), IEEE, 2020

Kuhn, Michael;  Plehn, Julius;  Alforov, Yevhen;  Ludwig, Thomas 

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

Kuhn, Michael 

Parallele Dateisysteme
In: Informatik Spektrum, Springer Science and Business Media LLC, 2019, Bd. 42, Heft 5, S. 360-364

Kunkel, Julian;  Himstedt, Kai;  Hübbe, Nathanael;  Stüben, Hinnerk;  Schröder, Sandra;  Kuhn, Michael;  Riebisch, Matthias;  Olbrich, Stephan;  Ludwig, Thomas;  Filinger, Weronika;  Acquaviva, Jean-Thomas;  Gerbes, Anja;  Lafayette, Lev 

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

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

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

Alforov, Yevhen;  Ludwig, Thomas;  Novikova, Anastasiia;  Kuhn, Michael;  Kunkel, Julian 

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

Matri, Pierre;  Alforov, Yevhen;  Brandon, Alvaro;  Kuhn, Michael;  Carns, Philip;  Ludwig, Thomas 

Could Blobs Fuel Storage-Based Convergence Between HPC and Big Data?
In: 2017 IEEE International Conference on Cluster Computing (CLUSTER), IEEE, 2017

Kuhn, Michael 

JULEA: A Flexible Storage Framework for HPC
In: Lecture Notes in Computer Science, Springer International Publishing, 2017, S. 712-723, High Performance Computing

Kuhn, Michael;  Chasapis, Konstantinos;  Kuhn, Manuela;  Malka, Janusz;  Stibor, Thomas;  Nekovi, Gvozden 

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

Llopis, Pablo;  Dolz, Manuel F.;  Blas, Javier Garcia;  Isaila, Florin;  Heidari, Mohammad Reza;  Kuhn, Michael 

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

Kuhn, Michael;  Kunkel, Julian;  Ludwig, Thomas 

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

Llopis, Pablo;  Dolz, Manuel F.;  García-Blas, Javier;  Isaila, Florin;  Carretero, Jesús;  Heidari, Mohammad Reza;  Kuhn, Michael 

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

Bartz, Christopher;  Chasapis, Konstantinos;  Kuhn, Michael;  Nerge, Petra;  Ludwig, Thomas 

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

Dolz, Manuel F.;  Heidari, Mohammad Reza;  Kuhn, Michael;  Ludwig, Thomas;  Fabregat, German 

ARDUPOWER: A low-cost wattmeter to improve energy efficiency of HPC applications
In: 2015 Sixth International Green and Sustainable Computing Conference (IGSC), IEEE, 2015

Lautenschlager, Michael;  Adamidis, Panagiotis;  Kuhn, Michael 

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

Kuhn, Michael 

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

Droste, Alexander;  Kuhn, Michael;  Ludwig, Thomas 

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

Kuhn, Michael;  Chasapis, Konstantinos;  Dolz, Manuel;  Ludwig, Thomas 

Compression By Default - Reducing Total Cost of Ownership of Storage Systems
In: Supercomputing, Springer International Publishing, 8488, 2014, 978-3-319-07517-4

Chasapis, Konstantinos;  Dolz, Manuel;  Kuhn, Michael;  Ludwig, Thomas 

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

Kunkel, Julian;  Kuhn, Michael;  Ludwig, Thomas 

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

Chasapis, Konstantinos;  Dolz, Manuel F.;  Kuhn, Michael;  Ludwig, Thomas 

Evaluating Lustre's Metadata Server on a Multi-Socket Platform
In: 2014 9th Parallel Data Storage Workshop, IEEE, 2014

2013

Buchbeitrag

Kuhn, Michael 

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

Janssen, Christina;  Kuhn, Michael;  Ludwig, Thomas 

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

Kuhn, Michael;  Kunkel, Julian;  Tsujita, Yuichi;  Muguruma, Hidetaka;  Ludwig, Thomas 

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

Schröder, Sandra;  Kuhn, Michael;  Hübbe, Nathanael;  Kunkel, Julian;  Minartz, Timo;  Nerge, Petra;  Wasserfall, Florens;  Ludwig, Thomas 

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

Kunkel, Julian M.;  Minartz, Timo;  Kuhn, Michael;  Ludwig, Thomas 

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

Meister, Dirk;  Kaiser, Jurgen;  Brinkmann, Andre;  Cortes, Toni;  Kuhn, Michael;  Kunkel, Julian 

A study on data deduplication in HPC storage systems
In: 2012 International Conference for High Performance Computing, Networking, Storage and Analysis, IEEE, 2012

Kuhn, Michael;  Kunkel, Julian M.;  Ludwig, Thomas 

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

Minartz, Timo;  Molka, Daniel;  Kunkel, Julian;  Knobloch, Michael;  Kuhn, Michael;  Ludwig, Thomas 

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

Kunkel, Julian M.;  Mordvinova, Olga;  Kuhn, Michael;  Ludwig, Thomas 

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

Kuhn, Michael;  Kunkel, Julian Martin;  Ludwig, Thomas 

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

Kuhn, Michael;  Kunkel, Julian;  Ludwig, Thomas 

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

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