Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]
G. Mercier.
Évolutions du passage de messages face aux défis de la gestion des topologies matérielles hiérarchiques, Université de Bordeaux, December 2019, Habilitation à diriger des recherches.
https://hal.inria.fr/tel-02412813

Articles in International Peer-Reviewed Journals

[2]
G. Aupy, A. Benoit, B. Goglin, L. Pottier, Y. Robert.
Co-scheduling HPC workloads on cache-partitioned CMP platforms, in: International Journal of High Performance Computing Applications, April 2019, vol. 33, no 6, pp. 1221-1239. [ DOI : 10.1177/1094342019846956 ]
https://hal.inria.fr/hal-02093172
[3]
G. Aupy, B. Goglin, V. Honoré, B. Raffin.
Modeling High-throughput Applications for in situ Analytics, in: International Journal of High Performance Computing Applications, April 2019, vol. 33, no 6, pp. 1185-1200, forthcoming. [ DOI : 10.1177/1094342019847263 ]
https://hal.inria.fr/hal-02091340
[4]
O. Beaumont, J. Herrmann, G. Pallez, A. Shilova.
Optimal Memory-aware Backpropagation of Deep Join Networks, in: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2019, forthcoming.
https://hal.inria.fr/hal-02401105
[5]
A. Denis, J. Jaeger, E. Jeannot, M. Pérache, H. Taboada.
Study on progress threads placement and dedicated cores for overlapping MPI nonblocking collectives on manycore processor, in: International Journal of High Performance Computing Applications, May 2019, vol. 33, no 6, pp. 1240-1254. [ DOI : 10.1177/1094342019860184 ]
https://hal.inria.fr/hal-02400422
[6]
N. Denoyelle, B. Goglin, A. Ilic, E. Jeannot, L. Sousa.
Modeling Non-Uniform Memory Access on Large Compute Nodes with the Cache-Aware Roofline Model, in: IEEE Transactions on Parallel and Distributed Systems, June 2019, vol. 30, no 6, pp. 1374–1389. [ DOI : 10.1109/TPDS.2018.2883056 ]
https://hal.inria.fr/hal-01924951
[7]
A. Gainaru, V. Le Fèvre, G. Pallez.
I/O scheduling strategy for periodic applications, in: ACM Transactions on Parallel Computing, 2019, forthcoming.
https://hal.inria.fr/hal-02141576
[8]
A. Gainaru, H. Sun, G. Aupy, Y. Huo, B. A. Landman, P. Raghavan.
On-the-fly scheduling vs. reservation-based scheduling for unpredictable workflows, in: International Journal of High Performance Computing Applications, 2019, forthcoming. [ DOI : 10.1177/1094342019841681 ]
https://hal.inria.fr/hal-02058290
[9]
F. Pellegrini.
Safety and digital hygiene of professionals, in: Dalloz IP/IT, April 2019, no 4, pp. 233-236.
https://hal.inria.fr/hal-02113563
[10]
T.-D. Phan, G. Pallez, S. Ibrahim, P. Raghavan.
A New Framework for Evaluating Straggler Detection Mechanisms in MapReduce, in: ACM Transactions on Modeling and Performance Evaluation of Computing Systems, April 2019, vol. X, pp. 1-22. [ DOI : 10.1145/3328740 ]
https://hal.inria.fr/hal-02172590

Invited Conferences

[11]
G. Pallez.
Adjoint computation and Backpropagation, in: Meeting of the Royal Society – Numerical algorithms for high-performance computational science, London, United Kingdom, April 2019.
https://hal.inria.fr/hal-02400746
[12]
F. Pellegrini.
Enjeux démocratiques de la protection des données à caractère personnel, in: Journées scientifiques Inria, Lyon, France, Inria, June 2019.
https://hal.inria.fr/hal-02150857

International Conferences with Proceedings

[13]
M. A. Aba, A. Munier-Kordon, G. Pallez.
Scheduling on Two Unbounded Resources with Communication Costs, in: Euro-Par - European Conference on Parallel Processing, Gottingen, Germany, August 2019.
https://hal.inria.fr/hal-02141622
[14]
G. Aupy, O. Beaumont, L. Eyraud-Dubois.
Sizing and Partitioning Strategies for Burst-Buffers to Reduce IO Contention, in: IPDPS 2019 - 33rd IEEE International Parallel and Distributed Processing Symposium, Rio de Janeiro, Brazil, May 2019.
https://hal.inria.fr/hal-02141616
[15]
G. Aupy, A. Gainaru, V. Honoré, P. Raghavan, Y. Robert, H. Sun.
Reservation Strategies for Stochastic Jobs, in: IPDPS 2019 - 33rd IEEE International Parallel and Distributed Processing Symposium, Rio de Janeiro, Brazil, IEEE, May 2019, pp. 166-175. [ DOI : 10.1109/IPDPS.2019.00027 ]
https://hal.inria.fr/hal-01968419
[16]
P. Bangalore, R. Rabenseifner, D. Holmes, J. Jaeger, G. Mercier, C. Blaas-Schenner, A. Skjellum.
Exposition, clarification, and expansion of MPI semantic terms and conventions, in: EuroMPI '19 - 26th European MPI Users' Group Meeting, Zürich, Switzerland, ACM Press, September 2019, pp. 1-10. [ DOI : 10.1145/3343211.3343213 ]
https://hal.inria.fr/hal-02413199
[17]
A. Denis.
Scalability of the NewMadeleine Communication Library for Large Numbers of MPI Point-to-Point Requests, in: CCGrid 2019 - 19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing, Larnaca, Cyprus, May 2019.
https://hal.inria.fr/hal-02103700
[18]
N. Denoyelle, B. Goglin, E. Jeannot, T. Ropars.
Data and Thread Placement in NUMA Architectures: A Statistical Learning Approach, in: ICPP 2019 - 48th International Conference on Parallel Processing, Kyoto, Japan, ACM Press, August 2019, pp. 1-10. [ DOI : 10.1145/3337821.3337893 ]
https://hal.inria.fr/hal-02135545
[19]
A. Gainaru, G. Pallez.
Making Speculative Scheduling Robust to Incomplete Data, in: ScalA19: 10th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, Denver, United States, November 2019.
https://hal.inria.fr/hal-02336582
[20]
A. Gainaru, G. Pallez, H. Sun, P. Raghavan.
Speculative Scheduling for Stochastic HPC Applications, in: ICPP 2019 - 48th International Conference on Parallel Processing, Kyoto, Japan, August 2019.
https://hal.inria.fr/hal-02158598
[21]
B. Goglin, A. Rubio Proaño.
Opportunities for Partitioning Non-Volatile Memory DIMMs between Co-scheduled Jobs on HPC Nodes, in: Euro-Par 2019: Parallel Processing Workshops, Göttingen, Germany, August 2019.
https://hal.inria.fr/hal-02173336
[22]
E. A. León, B. Goglin, A. Rubio Proaño.
M&MMs: Navigating Complex Memory Spaces with hwloc, in: Fifth International Symposium on Memory Systems Proceedings (MEMSYS19), Washington, DC, United States, May 2019. [ DOI : 10.1145/3357526.3357546 ]
https://hal.inria.fr/hal-02266285
[23]
S.-M. Tseng, B. Nicolae, G. Bosilca, E. Jeannot, A. Chandramowlishwaran, F. Cappello.
Towards Portable Online Prediction of Network Utilization using MPI-level Monitoring, in: EuroPar'19: 25th International European Conference on Parallel and Distributed Systems, Goettingen, Germany, August 2019.
https://hal.inria.fr/hal-02184204

Conferences without Proceedings

[24]
A. Hori, G. Bosilca, E. Jeannot, T. Ogura, Y. Ishikawa.
Is Japanese HPC another Galapagos? - Interim Report of MPI International Survey -, in: Summer United Workshops on Parallel, Distributed and Cooperative Processing, Kitami, Japan, July 2019.
https://hal.inria.fr/hal-02193264

Scientific Books (or Scientific Book chapters)

[25]
Euro-Par 2018: Parallel Processing Workshop, LNCS - Lecture Notes in Computer Science, Springer, Turin, Italy, May 2019, vol. 11339. [ DOI : 10.1007/978-3-030-10549-5 ]
https://hal.inria.fr/hal-02403078
[26]
Actes du colloque des Convergences du Droit et du Numérique, Actes du colloque des Convergences du droit et du numérique, Université de Bordeaux, Bordeaux, France, July 2019.
https://hal.inria.fr/hal-02195921
[27]
J. Carretero, E. Jeannot, A. Zomaya.
Ultrascale Computing Systems, Institution of Engineering and Technology, January 2019. [ DOI : 10.1049/PBPC024E ]
https://hal.inria.fr/hal-02402981
[28]
G. D. Costa, A. L. Lastovetsky, J. G. Barbosa, J. C. D. Martin, J.-L. G. Zapata, M. Janetschek, E. Jeannot, J. Leitão, R. R. Manumachu, R. Prodan, J. A. Rico-Gallego, P. V. Roy, A. Shoker, A. v. d. Linde.
Programming models and runtimes, in: Ultrascale Computing Systems, Institution of Engineering and Technology, 2019. [ DOI : 10.1049/PBPC024E_ch2 ]
https://hal.inria.fr/hal-02403121
[29]
E. Jeannot, J. Carretero.
Conclusion, in: Ultrascale Computing Systems, Institution of Engineering and Technology, 2019. [ DOI : 10.1049/PBPC024E ]
https://hal.inria.fr/hal-02403088
[30]
F. Pellegrini.
Security and digitization : Between fantasies of effectiveness and proven violations of fundamental rights, in: La sécurité : mutations et incertitudes, M. Afroukh, C. Maubernard, C. Val (editors), Collection Colloques & Essais, Institut universitaire Varenne, January 2019, no 77, pp. 89-100.
https://hal.inria.fr/hal-02069419

Internal Reports

[31]
M. Ait Aba, G. Aupy, A. Munier-Kordon.
Scheduling on Two Unbounded Resources with Communication Costs, Inria, March 2019, no RR-9264.
https://hal.inria.fr/hal-02076473
[32]
G. Aupy, E. Jeannot, N. Vidal.
Scheduling periodic I/O access with bi-colored chains: models and algorithms, Inria, February 2019, no RR-9255, 25 p.
https://hal.inria.fr/hal-02021070
[33]
O. Beaumont, L. Eyraud-Dubois, J. Herrmann, A. Joly, A. Shilova.
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory, Inria Bordeaux Sud-Ouest, November 2019, no RR-9302, https://arxiv.org/abs/1911.13214.
https://hal.inria.fr/hal-02352969
[34]
O. Beaumont, J. Herrmann, G. Pallez, A. Shilova.
Optimal Memory-aware Backpropagation of Deep Join Networks, Inria, May 2019, no RR-9273.
https://hal.inria.fr/hal-02131552
[35]
A. Gainaru, B. Goglin, V. Honoré, G. Pallez, P. Raghavan, Y. Robert, H. Sun.
Reservation and Checkpointing Strategies for Stochastic Jobs (Extended Version), Inria & Labri, Univ. Bordeaux ; Department of EECS, Vanderbilt University, Nashville, TN, USA ; Laboratoire LIP, ENS Lyon & University of Tennessee Knoxville, Lyon, France, October 2019, no RR-9294.
https://hal.inria.fr/hal-02328013
[36]
E. Jeannot, R. Sartori.
Improving MPI Application Communication Time with an Introspection Monitoring Library, Inria, October 2019, no RR-9292, 23 p.
https://hal.inria.fr/hal-02304515

Scientific Popularization

[37]
G. Pallez.
Le non-sens écologique des voitures autonomes, July 2019, Dans cet article de vulgarisation, je discute si l'avénement promis des véhicules autonomes serait ou non réelement un moyen de réduire la pollution (notamment dans les villes) (plutôt pas).
https://hal.inria.fr/hal-02342636

Other Publications

[38]
G. Aupy, J. Herrmann.
H-Revolve: A Framework for Adjoint Computation on Synchrone Hierarchical Platforms, March 2019, working paper or preprint.
https://hal.inria.fr/hal-02080706
[39]
P. Beckman, E. Jeannot, S. Perarnau.
Introduction to RADR 2019, IEEE, May 2019, pp. 908-910, IPDPSW 2019 - IEEE International Parallel and Distributed Processing Symposium Workshops. [ DOI : 10.1109/IPDPSW.2019.00150 ]
https://hal.inria.fr/hal-02403058
[40]
J. Luca Bez, F. Zanon Boito, R. Nou, A. Miranda, T. Cortes, P. O. Navaux.
Adaptive Request Scheduling for the I/O Forwarding Layer using Reinforcement Learning, October 2019, working paper or preprint.
https://hal.inria.fr/hal-01994677
[41]
F. Reynier.
Task based progression of asynchronous communications, June 2019, COMPAS 2019 - Conférence d'informatique en Parallélisme, Architecture et Système, Poster.
https://hal.inria.fr/hal-02407276
[42]
P. Swartvagher.
Opérations collectives dynamiques dans StarPU / NewMadeleine, ENSEIRB-MATMECA, September 2019.
https://hal.inria.fr/hal-02303822
References in notes
[43]
A. Ilic, F. Pratas, L. Sousa.
Cache-aware Roofline model: Upgrading the loft, in: IEEE Computer Architecture Letters, 2014, vol. 13, no 1, pp. 21–24.