Julien Herrmann

According to our database, Julien Herrmann authored at least 22 papers between 2013 and 2024.

Collaborative distances:

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

2024

Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory.

Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova

ACM Trans. Math. Softw., June, 2024

checkpoint_schedules: schedules for incremental checkpointing of adjoint simulations.

Daiane I. Dolci, James R. Maddison, David A. Ham, Guillaume Pallez, Julien Herrmann

J. Open Source Softw., April, 2024

2023

Task-based Parallel Programming for Scalable Matrix Product Algorithms.

Emmanuel Agullo, Alfredo Buttari, Abdou Guermouche, Julien Herrmann, Antoine Jego

ACM Trans. Math. Softw., June, 2023

2020

H-Revolve: A Framework for Adjoint Computation on Synchronous Hierarchical Platforms.

Julien Herrmann, Guillaume Pallez

ACM Trans. Math. Softw., 2020

2019

Multilevel Algorithms for Acyclic Partitioning of Directed Acyclic Graphs.

Julien Herrmann, M. Yusuf Özkaya, Bora Uçar, Kamer Kaya, Ümit V. Çatalyürek

SIAM J. Sci. Comput., 2019

Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory.

Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova

CoRR, 2019

A Scalable Clustering-Based Task Scheduler for Homogeneous Processors Using DAG Partitioning.

M. Yusuf Özkaya, Anne Benoit, Bora Uçar, Julien Herrmann, Ümit V. Çatalyürek

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2017

Periodicity in optimal hierarchical checkpointing schemes for adjoint computations.

Guillaume Aupy, Julien Herrmann

Optim. Methods Softw., 2017

Acyclic Partitioning of Large Directed Acyclic Graphs.

Julien Herrmann, Jonathan Kho, Bora Uçar, Kamer Kaya, Ümit V. Çatalyürek

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

Optimal Multistage Algorithm for Adjoint Computation.

Guillaume Aupy, Julien Herrmann, Paul D. Hovland, Yves Robert

SIAM J. Sci. Comput., 2016

Assessing the cost of redistribution followed by a computational kernel: Complexity and performance results.

Julien Herrmann, George Bosilca, Thomas Hérault, Loris Marchal, Yves Robert, Jack J. Dongarra

Parallel Comput., 2016

Computing the Expected Makespan of Task Graphs in the Presence of Silent Errors.

Henri Casanova, Julien Herrmann, Yves Robert

Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

Visual analytics on the spread of pathogens.

Julien Herrmann, Zachary L. Witter, Nakul Patel, Jonathan Kho, Daniel A. Janies, Ümit V. Çatalyürek

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

Memory-aware Algorithms and Scheduling Techniques for Matrix Computattions. (Algorithmes orientés mémoire et techniques d'ordonnancement pour le calcul matriciel).

Julien Herrmann

PhD thesis, 2015

Memory-aware tree traversals with pre-assigned tasks.

Julien Herrmann, Loris Marchal, Yves Robert

J. Parallel Distributed Comput., 2015

Mixing LU and QR factorization algorithms to design high-performance dense linear algebra solvers.

Mathieu Faverge, Julien Herrmann, Julien Langou, Bradley R. Lowery, Yves Robert, Jack J. Dongarra

J. Parallel Distributed Comput., 2015

Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms.

Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal, Samuel Thibault

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

2014

Determining the Optimal Redistribution for a Given Data Partition.

Thomas Hérault, Julien Herrmann, Loris Marchal, Yves Robert

Proceedings of the IEEE 13th International Symposium on Parallel and Distributed Computing, 2014

Memory-Aware List Scheduling for Hybrid Platforms.

Julien Herrmann, Loris Marchal, Yves Robert

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Designing LU-QR Hybrid Solvers for Performance and Stability.

Mathieu Faverge, Julien Herrmann, Julien Langou, Bradley R. Lowery, Yves Robert, Jack J. Dongarra

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2013

Accelerating Linear System Solutions Using Randomization Techniques.

Marc Baboulin, Jack J. Dongarra, Julien Herrmann, Stanimire Tomov

ACM Trans. Math. Softw., 2013

Model and Complexity Results for Tree Traversals on Hybrid Platforms.

Julien Herrmann, Loris Marchal, Yves Robert

Proceedings of the Euro-Par 2013 Parallel Processing, 2013