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ResearcherID: I-2737-2018

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Employment (1)

Georgia Institute of Technology: Atlanta, GA, US

1996-01-01 to present | Senior Research Scientist (CS)
Employment
Source: Self-asserted source
Greg Eisenhauer

Education and qualifications (3)

Georgia Institute of Technology: Atlanta, GA, US

1990 to 1998 | PhD (CS)
Education
Source: Self-asserted source
Greg Eisenhauer

University of Illinois: Champaign/Urbana, IL, US

1983 to 1985 | Master of Science (CS)
Education
Source: Self-asserted source
Greg Eisenhauer

University of Illinois: Champaign/Urbana, IL, US

1980 to 1983 | Bachelor of Science (CS)
Education
Source: Self-asserted source
Greg Eisenhauer

Works (50 of 158)

Items per page:
Page 1 of 4

The Artificial Scientist--in-transit Machine Learning of Plasma Simulations

arXiv preprint arXiv:2501.03383
2025 | Journal article
Contributors: Kelling, Jeffrey; Bolea, Vicente; Bussmann, Michael; Checkervarty, Ankush; Debus, Alexander; Ebert, Jan; Eisenhauer, Greg; Gutta, Vineeth; Kesselheim, Stefan; Klasky, Scott et al.
Source: Self-asserted source
Greg Eisenhauer

Optimizing Metadata Exchange: Leveraging DAOS for ADIOS Metadata I/O

ISC High Performance 2024 Research Paper Proceedings (39th International Conference)
2024 | Conference paper
Contributors: Venkatesh, Ranjan Sarpangala; Eisenhauer, Greg; Podhorszki, Norbert; Ganyushin, Dmitry; Klasky, Scott; Gavrilovska, Ada
Source: Self-asserted source
Greg Eisenhauer

Streaming Data in HPC Workflows Using ADIOS

arXiv preprint arXiv:2410.00178
2024 | Journal article
Contributors: Eisenhauer, Greg; Podhorszki, Norbert; Gainaru, Ana; Klasky, Scott; Davis, Philip E; Parashar, Manish; Wolf, Matthew; Suchtya, Eric; Fredj, Erick; Bolea, Vicente et al.
Source: Self-asserted source
Greg Eisenhauer

To Derive or Not to Derive: I/O Libraries Take Charge of Derived Quantities Computation

2024 IEEE 36th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)
2024 | Conference paper
Contributors: Gainaru, Ana; Podhorszki, Norbert; Dulac, Liz; Gong, Qian; Klasky, Scott; Eisenhauer, Greg; Kougkas, Antonios; Sun, Xian-He; Lofstead, Jay
Source: Self-asserted source
Greg Eisenhauer

Enhancing Metadata Transfer Efficiency: Unlocking the Potential of DAOS in the ADIOS context

Proceedings of the SC'23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis
2023 | Conference paper
Contributors: Sarpangala Venkatesh, Ranjan; Eisenhauer, Greg; Klasky, Scott; Gavrilovska, Ada
Source: Self-asserted source
Greg Eisenhauer

RAI4IoE: Responsible AI for enabling the Internet of Energy

2023 5th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)
2023 | Conference paper
Contributors: Xue, Minhui; Nepal, Surya; Liu, Ling; Sethuvenkatraman, Subbu; Yuan, Xingliang; Rudolph, Carsten; Sun, Ruoxi; Eisenhauer, Greg
Source: Self-asserted source
Greg Eisenhauer

Enhancing Metadata Transfer Efficiency: Unlocking the Potential of DAOS in the ADIOS context

2023-11-12 | Conference paper
DOI: 10.1145/3624062.3624193
Contributors: Ranjan Sarpangala Venkatesh; Greg Eisenhauer; Scott Klasky; Ada Gavrilovska
Source: check_circle
Crossref

Transitioning from File-Based HPC Workflows to Streaming Data Pipelines with openPMD and ADIOS2

2022 | Book chapter
DOI: 10.1007/978-3-030-96498-6_6
Contributors: Franz Poeschel; Juncheng E; William F. Godoy; Norbert Podhorszki; Scott Klasky; Greg Eisenhauer; Philip E. Davis; Lipeng Wan; Ana Gainaru; Junmin Gu et al.
Source: check_circle
Crossref

F*** workflows: when parts of FAIR are missing

2022-10 | Conference paper
DOI: 10.1109/eScience55777.2022.00090
Contributors: Sean R. Wilkinson; Greg Eisenhauer; Anuj J. Kapadia; Kathryn Knight; Jeremy Logan; Patrick Widener; Matthew Wolf
Source: check_circle
Crossref

Near-Zero Downtime Recovery From Transient-Error-Induced Crashes

IEEE Transactions on Parallel and Distributed Systems
2022-04-01 | Journal article
DOI: 10.1109/TPDS.2021.3096055
Contributors: Chao Chen; Greg Eisenhauer; Santosh Pande
Source: check_circle
Crossref

ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management

SoftwareX
2020 | Journal article
Source: Self-asserted source
Greg Eisenhauer

Extending the Publish/Subscribe Abstraction for High-Performance I/O and Data Management at Extreme Scale

Data Engineering
2020 | Journal article
Source: Self-asserted source
Greg Eisenhauer

Performance Understanding and Analysis for Exascale Data Management Workflows (Collaboration)

2020-06-16 | Report
DOI: 10.2172/1490730
Contributors: Greg Eisenhauer
Source: check_circle
Crossref

CARE: compiler-assisted recovery from soft failures

Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
2019 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Parallel streaming between heterogeneous HPC resources for real-time analysis

Journal of Computational Science
2019 | Journal article
Source: Self-asserted source
Greg Eisenhauer

Performance Understanding and Analysis for Exascale Data Management Workflows

2019 | Report
Source: Self-asserted source
Greg Eisenhauer

Scalable performance awareness for in situ scientific applications

2019 15th International Conference on eScience (eScience)
2019 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

A view from ORNL: Scientific data research opportunities in the big data age

2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS)
2018 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Coupling exascale multiphysics applications: Methods and lessons learned

2018 IEEE 14th International Conference on e-Science (e-Science)
2018 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

LADR: Low-cost application-level detector for reducing silent output corruptions

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing
2018 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Nvstream: Accelerating hpc workflows with nvram-based transport for streaming objects

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing
2018 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Extending Skel to support the development and optimization of next generation I/O systems

2017 IEEE International Conference on Cluster Computing (CLUSTER)
2017 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Introducing weirs: An abstraction for next generation streaming workflows

2017 IEEE International Conference on Cluster Computing (CLUSTER)
2017 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

SDAV Institute Final report

2017 | Report
Source: Self-asserted source
Greg Eisenhauer

SmartBlock: An approach to standardizing in situ workflow components

2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2017 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Unity: unified memory and file space

Proceedings of the 7th International Workshop on Runtime and Operating Systems for Supercomputers ROSS 2017
2017 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

UNITY: Unified Memory and File Space. In: ROSS'17 Proceedings of the 7th International Workshop on Runtime and Operating Systems for Supercomputers ROSS 2017, Article No. 6

2017 | Report
Source: Self-asserted source
Greg Eisenhauer

GPUShare: Fair-sharing middleware for GPU clouds

2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2016 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Landrush: Rethinking in-situ analysis for GPGPU workflows

2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
2016 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Performance analysis, design considerations, and applications of extreme-scale in situ infrastructures

SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
2016 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Rethinking streaming system construction for next-generation collaborative science.

2016 | Report
Source: Self-asserted source
Greg Eisenhauer

Superglue: Standardizing glue components for hpc workflows

2016 IEEE International Conference on Cluster Computing (CLUSTER)
2016 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Co-sites: the autonomous distributed dataflows in collaborative scientific discovery

Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science
2015 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

I/O Containers: Management Abstractions for Large-Scale Science Workflows.

2015 | Report
Source: Self-asserted source
Greg Eisenhauer

Soda: Science-driven orchestration of data analytics

2015 IEEE 11th International Conference on e-Science
2015 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Active workflow system for near real-time extreme-scale science

Proceedings of the first workshop on Parallel programming for analytics applications
2014 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Active workflow system for near real-time extreme-scale science. In: PPAA'14 Proceedings of the first workshop on Parallel programming for analytics applications

2014 | Report
Source: Self-asserted source
Greg Eisenhauer

Data staging on future platforms: Systems management for high performance and resilience

2014 | Report
Source: Self-asserted source
Greg Eisenhauer

Flexpath: Type-based publish/subscribe system for large-scale science analytics

2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
2014 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

I/O Containers: Management Abstractions for Large-Scale Science Workflows.

2014 | Report
Source: Self-asserted source
Greg Eisenhauer

Scibox: Online sharing of scientific data via the cloud

2014 IEEE 28th International Parallel and Distributed Processing Symposium
2014 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

ClusterWatch: Flexible, Lightweight Monitoring for High-end GPGPU Clusters

2013 | Report
Source: Self-asserted source
Greg Eisenhauer

FlexIO: I/O middleware for location-flexible scientific data analytics

2013 IEEE 27th International Symposium on Parallel and Distributed Processing
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Flexio: Location-flexible execution of in situ data analytics for large scale scientific applications

Proc. IEEE International Parallel and Distributed Processing Symp (IPDPSÌ‚a AZ13)
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

FlexQuery: An online query system for interactive remote visual data exploration at large scale

2013 IEEE International Conference on Cluster Computing (CLUSTER)
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

GoldRush: resource efficient in situ scientific data analytics using fine-grained interference aware execution

Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

I/o containers: Managing the data analytics and visualization pipelines of high end codes

2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

Resource Provisioning for Staging Components

2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum
2013 | Conference paper
Source: Self-asserted source
Greg Eisenhauer

The global aerosol-climate model echam-ham, version 2: sensitivity to improvements in process representations

Contemporary High Performance Computing: From Petascale toward Exascale
2013 | Book chapter
Source: Self-asserted source
Greg Eisenhauer

I/O Containers: Managing the Data Analytics and Visualization Pipelines of High End Codes.

2012 | Report
Source: Self-asserted source
Greg Eisenhauer
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Peer review (2 reviews for 1 publication/grant)

Review activity for The journal of supercomputing. (2)
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