Thomas Ludwig

Orcid: 0009-0007-7741-9511

Affiliations:
  • German Climate Computing Center (DKRZ), Hamburg, Germany
  • University of Hamburg, Department of Informatics, Germany
  • Ruprecht Karls University of Heidelberg, Institute of Computer Science, Germany


According to our database1, Thomas Ludwig authored at least 149 papers between 1990 and 2024.

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Bibliography

2024
Latent Diffusion Model for Generating Ensembles of Climate Simulations.
CoRR, 2024

2023
Hochleistungsrechnen und Künstliche Intelligenz.
Inform. Spektrum, June, 2023

Künstlich intelligent?
Inform. Spektrum, April, 2023

Precision Farming als Studiengang.
Inform. Spektrum, February, 2023

Editorial Themenheft Digitale Landwirtschaft.
Inform. Spektrum, February, 2023

Das Informatik Spektrum - Sein Beginn 1978 und wie es jetzt weitergeht.
Inform. Spektrum, February, 2023

Vecpar - A Framework for Portability and Parallelization.
Proceedings of the Computational Science - ICCS 2023, 2023

Computational Climate Science: Less Moore, More Brain.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022
Data-Aware Compression for HPC using Machine Learning.
ACM SIGOPS Oper. Syst. Rev., 2022

Editorial.
Inform. Spektrum, 2022

Editorial 1/22.
Inform. Spektrum, 2022

Content queries and in-depth analysis on version-controlled software.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Automated performance analysis tools framework for HPC programs.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021
Archivierung Digitaler Kunst aus technischer Sicht.
Inform. Spektrum, 2021

Archivierung Digitaler Kunst aus Museumssicht.
Inform. Spektrum, 2021

Digitale Kunst.
Inform. Spektrum, 2021

Editorial.
Inform. Spektrum, 2021

2020
AIMES: Advanced Computation and I/O Methods for Earth-System Simulations.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

State of the Art and Future Trends in Data Reduction for High-Performance Computing.
Supercomput. Front. Innov., 2020

Munich School for Data Science (MUDS) - Eine Graduiertenschule für Data Science in München.
Inform. Spektrum, 2020

Data Analytics.
Inform. Spektrum, 2020

Datenkompetenz - Data Literacy.
Inform. Spektrum, 2020

Das Ökosystem der Datenwissenschaften.
Inform. Spektrum, 2020

Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer.
Future Gener. Comput. Syst., 2020

Investigating the Overhead of the REST Protocol When Using Cloud Services for HPC Storage.
Proceedings of the High Performance Computing, 2020

Compiler Assisted Source Transformation of OpenMP Kernels.
Proceedings of the 19th International Symposium on Parallel and Distributed Computing, 2020

Forecast opportunities for European summer climate ensemble predictions using Self-Organising Maps.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2019
A similarity study of I/O traces via string kernels.
J. Supercomput., 2019

Reproduzierbarkeit.
Inform. Spektrum, 2019

2018
Survey of Storage Systems for High-Performance Computing.
Supercomput. Front. Innov., 2018

Das Interview - Klimamodellierungen sind langlaufende Programme, die große Mengen von Ergebnisdaten produzieren.
Inform. Spektrum, 2018

Mistral Supercomputer Job History Analysis.
CoRR, 2018

Toward Understanding I/O Behavior in HPC Workflows.
Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018

Towards Green Scientific Data Compression Through High-Level I/O Interfaces.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Comparison of Clang Abstract Syntax Trees using String Kernels.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Early Termination of Failed HPC Jobs Through Machine and Deep Learning.
Proceedings of the Euro-Par 2018: Parallel Processing, 2018

2017
A Novel String Representation and Kernel Function for the Comparison of I/O Access Patterns.
Proceedings of the Parallel Computing Technologies, 2017

User Experience (UX) of a Big Data Infrastructure.
Proceedings of the Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration, 2017

A Software to Capture Mental Models.
Proceedings of the Universal Access in Human-Computer Interaction. Human and Technological Environments, 2017

Could Blobs Fuel Storage-Based Convergence Between HPC and Big Data?
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016
Data Compression for Climate Data.
Supercomput. Front. Innov., 2016

Editorial for the special issue on energy-aware high performance computing.
Comput. Sci. Res. Dev., 2016

Editorial for the special issue on Energy-aware high performance computing.
Comput. Sci. Res. Dev., 2016

Improving User Interfaces for a Request Tracking System: Best Practical RT.
Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016

2015
Editorial for the fifth international conference on energy-aware high performance computing.
Comput. Sci. Res. Dev., 2015

Balancing task- and data-level parallelism to improve performance and energy consumption of matrix computations on the Intel Xeon Phi.
Comput. Electr. Eng., 2015

A Best Practice Analysis of HDF 5 5 and NetCDF- 4 4 Using Lustre.
Proceedings of the High Performance Computing - 30th International Conference, 2015

MPI-checker: static analysis for MPI.
Proceedings of the Second Workshop on the LLVM Compiler Infrastructure in HPC, 2015

Evolution of e-Research: From Infrastructure Development to Service Orientation.
Proceedings of the Design, User Experience, and Usability: Interactive Experience Design, 2015

ARDUPOWER: A low-cost wattmeter to improve energy efficiency of HPC applications.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014
Exascale Storage Systems - An Analytical Study of Expenses.
Supercomput. Front. Innov., 2014

Editorial for the Fourth International Conference on Energy-Aware High Performance Computing.
Comput. Sci. Res. Dev., 2014

Editorial for the third international conference on energy-aware high performance computing.
Comput. Sci. Res. Dev., 2014

Evaluating Lustre's metadata server on a multi-socket platform.
Proceedings of the 9th Parallel Data Storage Workshop, 2014

User Support System in the Complex Environment.
Proceedings of the Design, User Experience, and Usability. User Experience Design Practice, 2014

Using Soft Systems Methodology (SSM) in Understanding Current User-Support Scenario in the Climate Science Domain of Cyber-Infrastructures.
Proceedings of the Design, User Experience, and Usability. User Experience Design for Everyday Life Applications and Services, 2014

Reviewing the Governance Structure of End-User Support in e-Science Infrastructures.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

Improving Processes for User Support in e-Science.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Towards I/O analysis of HPC systems and a generic architecture to collect access patterns.
Comput. Sci. Res. Dev., 2013

Editorial for the ISC'12 research paper sessions proceedings.
Comput. Sci. Res. Dev., 2013

Towards Self-optimization in HPC I/O.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Evaluating Lossy Compression on Climate Data.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

2012
Tool Environments to Measure Power Consumption and Computational Performance.
Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

Towards an energy-aware scientific I/O interface - Stretching the ADIOS interface to foster performance analysis and energy awareness.
Comput. Sci. Res. Dev., 2012

Editorial for the second international conference on energy-aware high performance computing.
Comput. Sci. Res. Dev., 2012

The Costs of HPC-Based Science in the Exascale Era.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

IOPm - Modeling the I/O Path with a Functional Representation of Parallel File System and Hardware Architecture.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Simulation-Aided Performance Evaluation of Server-Side Input/Output Optimizations.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Tracing and Visualization of Energy-Related Metrics.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Topic 15: High Performance and Scientific Applications.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011
DMetabench - a metadata benchmark for distributed file systems.
J. Supercomput., 2011

ISC'11 research paper sessions proceedings.
Comput. Sci. Res. Dev., 2011

Electronic poster: eeclust: energy-efficient cluster computing.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Visualization of MPI(-IO) Datatypes.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Optimizations for Two-Phase Collective I/O.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Performance Characteristics of Global High-Resolution Ocean (MPIOM) and Atmosphere (ECHAM6) Models on Large-Scale Multicore Cluster.
Proceedings of the Parallel Computing Technologies - 11th International Conference, 2011

Managing hardware power saving modes for high performance computing.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

2010
I/O performance evaluation with Parabench - programmable I/O benchmark.
Proceedings of the International Conference on Computational Science, 2010

Simulation of power consumption of energy efficient cluster hardware.
Comput. Sci. Res. Dev., 2010

Collecting energy consumption of scientific data - Energy demands for files during their life cycle.
Comput. Sci. Res. Dev., 2010

Editorial for the ISC'10 Scientific Sessions Proceedings.
Comput. Sci. Res. Dev., 2010

Editorial for the First International Conference on Energy-Aware High Performance Computing.
Comput. Sci. Res. Dev., 2010

eeClust: Energy-Efficient Cluster Computing.
Proceedings of the Competence in High Performance Computing 2010, 2010

2009
Servervirtualisierung.
Inform. Spektrum, 2009

Editorial for the ISC'09 Scientific Day Proceedings.
Comput. Sci. Res. Dev., 2009

Dynamic file system semantics to enable metadata optimizations in PVFS.
Concurr. Comput. Pract. Exp., 2009

Using Non-blocking I/O Operations in High Performance Computing to Reduce Execution Times.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009

Tracing Internal Communication in MPI and MPI-I/O.
Proceedings of the 2009 International Conference on Parallel and Distributed Computing, 2009

Tracing Performance of MPI-I/O with PVFS2: A Case Study of Optimization.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

Analyzing Metadata Performance in Distributed File Systems.
Proceedings of the Parallel Computing Technologies, 10th International Conference, 2009

Small-file access in parallel file systems.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

A strategy for cost efficient distributed data storage for in-memory OLAP.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009

USB flash drives as an energy efficient storage alternative.
Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

2008
Bottleneck Detection in Parallel File Systems with Trace-Based Performance Monitoring.
Proceedings of the Euro-Par 2008, 2008

Directory-Based Metadata Optimizations for Small Files in PVFS.
Proceedings of the Euro-Par 2008, 2008

2007
Vietnam on its way to High Performance Computing.
Scalable Comput. Pract. Exp., 2007

Analysis of the MPI-IO Optimization Levels with the PIOViz Jumpshot Enhancement.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 14th European PVM/MPI User's Group Meeting, Paris, France, September 30, 2007

Performance Evaluation of the PVFS2 Architecture.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Smart Carpet: A Footstep Tracking Interface.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Tracing the MPI-IO Calls' Disk Accesses.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006

2005
DRAxML at home: a distributed program for computation of large phylogenetic trees.
Future Gener. Comput. Syst., 2005

RAxML-II: a program for sequential, parallel and distributed inference of large phylogenetic trees.
Concurr. Comput. Pract. Exp., 2005

RAxML-III: a fast program for maximum likelihood-based inference of large phylogenetic trees.
Bioinform., 2005

Hint Controlled Distribution with Parallel File Systems.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005

RAxML-OMP: An Efficient Program for Phylogenetic Inference on SMPs.
Proceedings of the Parallel Computing Technologies, 2005

2004
The AxML program family for maximum likelihood-based phylogenetic tree inference.
Concurr. Pract. Exp., 2004

A fast program for maximum likelihood-based inference of large phylogenetic trees.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

New Fast and Accurate Heuristics for Inference of Large Phylogenetic Trees.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Parallel Inference of a 10.000-Taxon Phylogeny with Maximum Likelihood.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

Topic 2: Performance Evaluation.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
DAxML: A Program for Distributed Computation of Phylogenetic Trees Based on Load Managed CORBA.
Proceedings of the Parallel Computing Technologies, 2003

Phylogenetic Tree Inference on PC Architectures with AxML/PAxML.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Topic Introduction.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2002
Efficiently building on-line tools for distributed heterogeneous environments.
Sci. Program., 2002

Tool environments in CORBA-based medical high-performance computing.
Future Gener. Comput. Syst., 2002

Accelerating parallel maximum likelihood-based phylogenetic tree calculations using subtree equality vectors.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

Support Tools and Environments.
Proceedings of the Euro-Par 2002, 2002

AxML: A Fast Program for Sequential and Parallel Phylogenetic Tree Calculations Based on the Maximum Likelihood Method.
Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002

2001
Monitoring Concepts for Parallel Systems - An Evolution towards Interoperable Tool Environments.
Parallel Distributed Comput. Pract., 2001

Monitoring Systems and Tool Interoperability.
Parallel Distributed Comput. Pract., 2001

A Methodology for Efficiently Developing On-Line Tools for Heterogeneous Middleware.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

2000
Interoperable Run-Time Tools for Distributed Systems--A Case Study.
J. Supercomput., 2000

Airport simulation using CORBA and DIS.
Future Gener. Comput. Syst., 2000

Performance assessment of parallel spectral analysis: towards a practical performance model for parallel medical applications.
Future Gener. Comput. Syst., 2000

Interoperability Support in Distributed On-Line Monitoring Systems.
Proceedings of the High-Performance Computing and Networking, 8th International Conference, 2000

Effiziente Scheduling-Algorithmen für datenparallele Anwendungen der funktionellen medizinischen Bildgebung auf NOWs.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000

CORBA-basierte verteilte Berechnung medizinischer Bilddaten mit SPM.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000

1999
Distributed Airport Simulation Using CORBA and DIS.
Proceedings of the International Symposium on Software Engineering for Parallel and Distributed Systems, 1999

Synergetic Tool Environments.
Proceedings of the Parallel Computing Technologies, 1999

Kinetic Analysis of Functional Images: The Case for a Practical Approach to Performance Prediction.
Proceedings of the High Performance Computing, Second International Symposium, 1999

1998
OCM - a monitoring system for interoperable tools.
Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, 1998

Interoperable tools based on OMIS.
Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, 1998

NOW Parallel Reconstruction of Functional Images.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

A Universal Infrastructure for the Run-Time Monitoring of Parallel and Distributed Applications.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

Configurable Load Measurement in Heterogeneous Workstation Clusters.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

Improved Functional Imaging through Network Based Parallel Processing.
Proceedings of the Network-Based Parallel Computing: Communication, 1998

1997
An Open Interface for the On-Line Monitoring of Parallel and Distributed Programs.
Int. J. High Perform. Comput. Appl., 1997

OMIS 2.0 - A Universal Interface for Monitoring Systems.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1997

SEEDS - Simulation Environment for the Evaluation of Distributed Traffic Control Systems.
Proceedings of the Euro-Par '97 Parallel Processing, 1997

1996
OCM - An OMIS Compliant Monitoring System.
Proceedings of the Parallel Virtual Machine, 1996

The Tool-Set - An Integrated Tool Envrionment for PVM.
Proceedings of the High-Performance Computing and Networking, 1996

An Open Monitoring System for Parallel and Distributed Programs.
Proceedings of the Euro-Par '96 Parallel Processing, 1996

1995
PFSLib - A Parallel File System for Workstation Clusters.
Proceedings of the Parallel Computing Technologies, 1995

1994
NXLib - A Parallel Programming Environment for Workstation Clusters.
Proceedings of the PARLE '94: Parallel Architectures and Languages Europe, 1994

Developing Applications for Multicomputer Systems on Workstation Clusters.
Proceedings of the High-Performance Computing and Networking, 1994

1993
Load Management on Multiprocessor Systems.
Proceedings of the Parallel Computer Architectures: Theory, 1993

1992
Lastverwaltungsverfahren für Mehrprozessorsysteme mit verteiltem Speicher.
PhD thesis, 1992

1990
MMK - A Distributed Operating System Kernel with Integrated Dynamic Loadbalancing.
Proceedings of the CONPAR 90, 1990

PATOP for Performance Tuning of Parallel Programs.
Proceedings of the CONPAR 90, 1990


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