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Amal Gueroudji
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2020 – today
- 2025
[c12]Raül Sirvent
, Rocío Carratalá-Sáez
, Amal Gueroudji
, Tanzima Z. Islam
, Line Pouchard
, Michela Taufer
:
Reproducibility for HPC and Distributed Environments: Committees, Nondeterminism, Performance and Workflows. ACM REP 2025: 29-40
[c11]Amal Gueroudji, Tanwi Mallick, Renan Souza, Rafael Ferreira da Silva, Robert B. Ross, Matthieu Dorier, Philip H. Carns, Kyle Chard, Ian T. Foster:
ControlA: Agentic Workflow Control Mechanisms for Reliable Science. eScience 2025: 415-426
[c10]Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert B. Ross, Prasanna Balaprakash, Rafael Ferreira da Silva:
PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows. eScience 2025: 467-473
[c9]Seth Ockerman
, Amal Gueroudji
, Tanwi Mallick
, Yixuan He
, Line Pouchard
, Robert B. Ross
, Shivaram Venkataraman
:
PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training. SC 2025: 217-236
[c8]Seth Ockerman
, Amal Gueroudji
, Song Young Oh
, Robert Underwood
, Nicholas Chia
, Kyle Chard
, Robert B. Ross
, Shivaram Venkataraman
:
Exploring Distributed Vector Databases Performance on HPC Platforms: A Study with Qdrant. SC Workshops 2025: 575-581
[c7]Renan Souza
, Timothy Poteet
, Brian Etz
, Daniel Rosendo
, Amal Gueroudji
, Woong Shin
, Prasanna Balaprakash
, Rafael Ferreira da Silva
:
LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology. SC Workshops 2025: 2257-2268
[c6]Amal Gueroudji
, Matthieu Dorier
, Philip H. Carns
, Parth Patel
, Tekin Bicer
, Robert Latham
, Robert B. Ross
, Kyle Chard
, Ian T. Foster
:
RESILIO : A Scalable and Composable Architecture for Tomographic Reconstruction Workflows. SC Workshops 2025: 2281-2292
[i8]Ankur Lahiry, Ayush Pokharel, Seth Ockerman, Amal Gueroudji, Line Pouchard, Tanzima Z. Islam:
Scalable GPU Performance Variability Analysis framework. CoRR abs/2506.20674 (2025)
[i7]Seth Ockerman, Amal Gueroudji, Tanwi Mallick, Yixuan He, Line Pouchard, Robert B. Ross, Shivaram Venkataraman:
PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training. CoRR abs/2507.11683 (2025)
[i6]Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert B. Ross, Prasanna Balaprakash, Rafael Ferreira da Silva:
PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows. CoRR abs/2508.02866 (2025)
[i5]Seth Ockerman, Amal Gueroudji, Song Young Oh
, Robert Underwood, Nicholas Chia, Kyle Chard, Robert B. Ross, Shivaram Venkataraman:
Exploring Distributed Vector Databases Performance on HPC Platforms: A Study with Qdrant. CoRR abs/2509.12384 (2025)
[i4]Renan Souza, Timothy Poteet, Brian Etz, Daniel Rosendo, Amal Gueroudji, Woong Shin, Prasanna Balaprakash, Rafael Ferreira da Silva:
LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology. CoRR abs/2509.13978 (2025)
[i3]Ankur Lahiry, Ayush Pokharel, Banooqa H. Banday, Seth Ockerman, Amal Gueroudji, Mohammad Zaeed, Tanzima Z. Islam, Line Pouchard:
A Distributed Framework for Causal Modeling of Performance Variability in GPU Traces. CoRR abs/2510.18300 (2025)
[i2]Chih-Hsuan Yang, Tanwi Mallick, Le Chen, Krishnan Raghavan, Azton Wells, Amal Gueroudji, Ian T. Foster, Rajeev Thakur:
Who Gets the Reward, Who Gets the Blame? Evaluation-Aligned Training Signals for Multi-LLM Agents. CoRR abs/2511.10687 (2025)- 2024
[j1]Orcun Yildiz, Amal Gueroudji
, Julien Bigot, Bruno Raffin, Rosa M. Badia, Tom Peterka:
Extreme-scale workflows: A perspective from the JLESC international community. Future Gener. Comput. Syst. 161: 502-513 (2024)
[c5]Bogdan Nicolae, Justin M. Wozniak
, Tekin Bicer, Hai Nguyen, Parth Patel, Haochen Pan, Amal Gueroudji, Maxime Gonthier, Valérie Hayot-Sasson, Eliu A. Huerta, Kyle Chard, Ryan Chard, Matthieu Dorier, Nageswara S. V. Rao, Anees Al-Najjar, Alessandra Corsi, Ian T. Foster:
Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows. e-Science 2024: 1-9
[c4]Matthieu Dorier, Philip H. Carns, Robert B. Ross, Shane Snyder, Robert Latham, Amal Gueroudji
, George Amvrosiadis, Chuck Cranor
, Jérome Soumagne:
Extending the Mochi Methodology to Enable Dynamic HPC Data Services. IPDPS (Workshops) 2024: 414-422
[c3]Amal Gueroudji
, Chase Phelps, Tanzima Z. Islam, Philip H. Carns, Shane Snyder, Matthieu Dorier, Robert B. Ross, Line C. Pouchard:
Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms. SC Workshops 2024: 2032-2039
[i1]Rafael Ferreira da Silva
, Deborah Bard, Kyle Chard, Shaun De Witt, Ian T. Foster, Tom Gibbs, Carole A. Goble, William F. Godoy, Johan Gustafsson, Utz-Uwe Haus, Stephen Hudson, Shantenu Jha, Laila Los, Drew Paine, Frédéric Suter, Logan T. Ward, Sean R. Wilkinson, Marcos Amaris, Yadu N. Babuji, Jonathan Bader, Riccardo Balin, Daniel Balouek, Sarah J. Beecroft, Khalid Belhajjame, Rajat Bhattarai, Wes Brewer, Paul Brunk, Silvina Caíno-Lores, Henri Casanova, Daniela Cassol, Jared Coleman, Tainã Coleman, Iacopo Colonnelli, Anderson Andrei Da Silva, Daniel de Oliveira, Pascal Elahi, Nour Elfaramawy, Wael R. Elwasif, Brian Etz, Thomas Fahringer, Wesley Ferreira, Rosa Filgueira, Jacob Fosso-Tande, Luiz Gadelha, Andy Gallo, Daniel Garijo, Yiannis Georgiou, Philipp Gritsch, Patricia Grubel, Amal Gueroudji, Quentin Guilloteau, Carlo Hamalainen, Rolando P. Hong Enriquez, Lauren Huet, Kevin Hunter Kesling, Paula Iborra, Shiva Jahangiri, Jan Janssen, Joe Jordan, Sehrish Kanwal, Liliane N. O. Kunstmann, Fabian Lehmann, Ulf Leser, Chen Li, Peini Liu, Jakob Lüttgau, Richard Lupat, José M. Fernández, Ketan Maheshwari, Tanu Malik, Jack Marquez, Motohiko Matsuda, Doriana Medic, Somayeh Mohammadi, Alberto Mulone, John-Luke Navarro, Kin Wai Ng, Klaus Nölp, Bruno de Paula Kinoshita, Ryan Prout, Michael R. Crusoe, Sashko Ristov, Stefan A. Robila, Daniel Rosendo
, Billy Rowell, Jedrzej Rybicki, Hector Sanchez, Nishant Saurabh, Sumit Kumar Saurav, Tom Scogland, Dinindu Senanayake, Woong Shin, Raül Sirvent
, Tyler J. Skluzacek, Barry Sly-Delgado, Stian Soiland-Reyes, Abel Souza, Renan Souza
, Domenico Talia, Nathan R. Tallent:
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows. CoRR abs/2410.14943 (2024)- 2023
[b1]Amal Gueroudji:
Distributed Task-Based In Situ Data Analytics for High-Performance Simulations. (Analyses de données in situ par tâches distribuées pour les simulations haute performance). Grenoble Alpes University, France, 2023
[c2]Amal Gueroudji
, Julien Bigot
, Bruno Raffin
, Robert B. Ross
:
Dask-Extended External Tasks for HPC/ML In transit Workflows. SC Workshops 2023: 830-838- 2021
[c1]Amal Gueroudji
, Julien Bigot
, Bruno Raffin
:
DEISA: Dask-Enabled In Situ Analytics. HiPC 2021: 11-20
Coauthor Index

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