Amal Gueroudji

According to our database, Amal Gueroudji authored at least 11 papers between 2021 and 2025.

Collaborative distances:

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

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

CoRR, August, 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

CoRR, July, 2025

Scalable GPU Performance Variability Analysis framework.

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

CoRR, June, 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 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