Amal Gueroudji

According to our database, Amal Gueroudji authored at least 21 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

StreamGuard: Low-Overhead Resilience for Real-time HPC Data Streams.

Hai Duc Nguyen, Bogdan Nicolae, Tekin Bicer, Amal Gueroudji, Matthieu Dorier, Kyle Chard, Ian T. Foster

Proceedings of the 40th ACM International Conference on Supercomputing, 2026

Beyond Centralized Labs: Federating the Co-Scientist.

Amal Gueroudji, Alok Kamatar, Sabrina Chaouche, Robert B. Ross, Kyle Chard, Ian T. Foster

Proceedings of the Supercomputing Asia and International Conference on High Performance Computing in Asia Pacific Region Workshops, 2026

2025

A Distributed Framework for Causal Modeling of Performance Variability in GPU Traces.

Ankur Lahiry, Ayush Pokharel, Banooqa H. Banday, Seth Ockerman, Amal Gueroudji, Mohammad Zaeed, Tanzima Z. Islam, Line Pouchard

CoRR, October, 2025

Biological Query and Pes2o Corpus Embedding Dataset.

Seth Ockerman, Amal Gueroudji, Song Young Oh, Robert Underwood, Nicholas Chia, Kyle Chard, Robert B. Ross, Shivaram Venkataraman

Dataset, September, 2025

Scalable GPU Performance Variability Analysis framework.

Ankur Lahiry, Ayush Pokharel, Seth Ockerman, Amal Gueroudji, Line Pouchard, Tanzima Z. Islam

CoRR, June, 2025

Exploring Distributed Vector Databases Performance on HPC Platforms: A Study with Qdrant.

Seth Ockerman, Amal Gueroudji, Song Young Oh, Robert Underwood, Nicholas Chia, Kyle Chard, Robert B. Ross, Shivaram Venkataraman

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training.

Seth Ockerman, Amal Gueroudji, Tanwi Mallick, Yixuan He, Line Pouchard, Robert B. Ross, Shivaram Venkataraman

Proceedings of the International Conference for High Performance Computing, 2025

RESILIO : A Scalable and Composable Architecture for Tomographic Reconstruction Workflows.

Amal Gueroudji, Matthieu Dorier, Philip H. Carns, Parth Patel, Tekin Bicer, Robert Latham, Robert B. Ross, Kyle Chard, Ian T. Foster

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology.

Renan Souza, Timothy Poteet, Brian Etz, Daniel Rosendo, Amal Gueroudji, Woong Shin, Prasanna Balaprakash, Rafael Ferreira da Silva

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

ControlA: Agentic Workflow Control Mechanisms for Reliable Science.

Amal Gueroudji, Tanwi Mallick, Renan Souza, Rafael Ferreira da Silva, Robert B. Ross, Matthieu Dorier, Philip H. Carns, Kyle Chard, Ian T. Foster

Proceedings of the IEEE International Conference on eScience, 2025

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows.

Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert B. Ross, Prasanna Balaprakash, Rafael Ferreira da Silva

Proceedings of the IEEE International Conference on eScience, 2025

Towards Empirical Roofline Modeling of Distributed Data Services: Mapping the Boundaries of RPC Throughput.

Philip H. Carns, Matthieu Dorier, Robert Latham, Shane Snyder, Amal Gueroudji, Seth Ockerman, Jérome Soumagne, Dong Dai, Robert Ross

Proceedings of the Cray User Group, 2025

Reproducibility for HPC and Distributed Environments: Committees, Nondeterminism, Performance and Workflows.

Raül Sirvent, Rocío Carratalá-Sáez, Amal Gueroudji, Tanzima Z. Islam, Line Pouchard, Michela Taufer

Proceedings of the 3rd ACM Conference on Reproducibility and Replicability, 2025

2024

Extreme-scale workflows: A perspective from the JLESC international community.

Orcun Yildiz, Amal Gueroudji, Julien Bigot, Bruno Raffin, Rosa M. Badia, Tom Peterka

Future Gener. Comput. Syst., 2024

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows.

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 D. 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

CoRR, 2024

Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms.

Amal Gueroudji, Chase Phelps, Tanzima Z. Islam, Philip H. Carns, Shane Snyder, Matthieu Dorier, Robert B. Ross, Line C. Pouchard

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

Extending the Mochi Methodology to Enable Dynamic HPC Data Services.

Matthieu Dorier, Philip H. Carns, Robert B. Ross, Shane Snyder, Robert Latham, Amal Gueroudji, George Amvrosiadis, Chuck Cranor, Jérome Soumagne

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows.

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

Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023

Distributed Task-Based In Situ Data Analytics for High-Performance Simulations. (Analyses de données in situ par tâches distribuées pour les simulations haute performance).

Amal Gueroudji

PhD thesis, 2023

Dask-Extended External Tasks for HPC/ML In transit Workflows.

Amal Gueroudji, Julien Bigot, Bruno Raffin, Robert B. Ross

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2021

DEISA: Dask-Enabled In Situ Analytics.

Amal Gueroudji, Julien Bigot, Bruno Raffin

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021