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Julien Herrmann
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2020 – today
- 2024
- [j12]Daiane I. Dolci, James R. Maddison, David A. Ham, Guillaume Pallez, Julien Herrmann:
checkpoint_schedules: schedules for incremental checkpointing of adjoint simulations. J. Open Source Softw. 9(96): 6148 (2024) - [j11]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova:
Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory. ACM Trans. Math. Softw. 50(2): 10:1-10:38 (2024) - 2023
- [j10]Emmanuel Agullo, Alfredo Buttari, Abdou Guermouche, Julien Herrmann, Antoine Jego:
Task-based Parallel Programming for Scalable Matrix Product Algorithms. ACM Trans. Math. Softw. 49(2): 15:1-15:23 (2023) - 2020
- [j9]Julien Herrmann, Guillaume Pallez:
H-Revolve: A Framework for Adjoint Computation on Synchronous Hierarchical Platforms. ACM Trans. Math. Softw. 46(2): 12:1-12:25 (2020)
2010 – 2019
- 2019
- [j8]Julien Herrmann, M. Yusuf Özkaya, Bora Uçar, Kamer Kaya, Ümit V. Çatalyürek:
Multilevel Algorithms for Acyclic Partitioning of Directed Acyclic Graphs. SIAM J. Sci. Comput. 41(4): A2117-A2145 (2019) - [c9]M. Yusuf Özkaya, Anne Benoit, Bora Uçar, Julien Herrmann, Ümit V. Çatalyürek:
A Scalable Clustering-Based Task Scheduler for Homogeneous Processors Using DAG Partitioning. IPDPS 2019: 155-165 - [i2]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova:
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory. CoRR abs/1911.13214 (2019) - 2018
- [j7]Henri Casanova, Julien Herrmann, Yves Robert:
Computing the expected makespan of task graphs in the presence of silent errors. Parallel Comput. 75: 41-60 (2018) - 2017
- [j6]Guillaume Aupy, Julien Herrmann:
Periodicity in optimal hierarchical checkpointing schemes for adjoint computations. Optim. Methods Softw. 32(3): 594-624 (2017) - [c8]Julien Herrmann, Jonathan Kho, Bora Uçar, Kamer Kaya, Ümit V. Çatalyürek:
Acyclic Partitioning of Large Directed Acyclic Graphs. CCGrid 2017: 371-380 - 2016
- [j5]Julien Herrmann, George Bosilca, Thomas Hérault, Loris Marchal, Yves Robert, Jack J. Dongarra:
Assessing the cost of redistribution followed by a computational kernel: Complexity and performance results. Parallel Comput. 52: 22-41 (2016) - [j4]Guillaume Aupy, Julien Herrmann, Paul D. Hovland, Yves Robert:
Optimal Multistage Algorithm for Adjoint Computation. SIAM J. Sci. Comput. 38(3) (2016) - [c7]Julien Herrmann, Zachary L. Witter, Nakul Patel, Jonathan Kho, Daniel A. Janies, Ümit V. Çatalyürek:
Visual analytics on the spread of pathogens. BCB 2016: 519-520 - [c6]Henri Casanova, Julien Herrmann, Yves Robert:
Computing the Expected Makespan of Task Graphs in the Presence of Silent Errors. ICPP Workshops 2016: 141-150 - 2015
- [b1]Julien Herrmann:
Memory-aware Algorithms and Scheduling Techniques for Matrix Computattions. (Algorithmes orientés mémoire et techniques d'ordonnancement pour le calcul matriciel). École normale supérieure de Lyon, France, 2015 - [j3]Julien Herrmann, Loris Marchal, Yves Robert:
Memory-aware tree traversals with pre-assigned tasks. J. Parallel Distributed Comput. 75: 53-66 (2015) - [j2]Mathieu Faverge, Julien Herrmann, Julien Langou, Bradley R. Lowery, Yves Robert, Jack J. Dongarra:
Mixing LU and QR factorization algorithms to design high-performance dense linear algebra solvers. J. Parallel Distributed Comput. 85: 32-46 (2015) - [c5]Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal, Samuel Thibault:
Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms. IPDPS Workshops 2015: 34-45 - 2014
- [c4]Julien Herrmann, Loris Marchal, Yves Robert:
Memory-Aware List Scheduling for Hybrid Platforms. IPDPS Workshops 2014: 689-698 - [c3]Mathieu Faverge, Julien Herrmann, Julien Langou, Bradley R. Lowery, Yves Robert, Jack J. Dongarra:
Designing LU-QR Hybrid Solvers for Performance and Stability. IPDPS 2014: 1029-1038 - [c2]Thomas Hérault, Julien Herrmann, Loris Marchal, Yves Robert:
Determining the Optimal Redistribution for a Given Data Partition. ISPDC 2014: 95-102 - [i1]Mathieu Faverge, Julien Herrmann, Julien Langou, Bradley R. Lowery, Yves Robert, Jack J. Dongarra:
Designing LU-QR hybrid solvers for performance and stability. CoRR abs/1401.5522 (2014) - 2013
- [j1]Marc Baboulin, Jack J. Dongarra, Julien Herrmann, Stanimire Tomov:
Accelerating Linear System Solutions Using Randomization Techniques. ACM Trans. Math. Softw. 39(2): 8:1-8:13 (2013) - [c1]Julien Herrmann, Loris Marchal, Yves Robert:
Model and Complexity Results for Tree Traversals on Hybrid Platforms. Euro-Par 2013: 647-658
Coauthor Index
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