Activity in 2020
Visits and meetings
- Daniel Rosendo, Orçun Yildiz, Bogdan Nicolae and François Tessier made presentations on subjects that are now in discussion for future collaborations inside the UNIFY Team at the 10th JLESC virtual workshop in September 2020.
- Follow-up meeting after the JLESC virtual workshop. Participants: Daniel Rosendo, Gabriel Antoniu (Inria) and Orçun Yildiz (ANL). As a result, Daniel started to explore the usage of DeepHyper (https://deephyper.readthedocs.io/en/latest/) developed at ANL in conjunction with the E2Clab deployment framework for reproducible experimentation across the digital continuum (https://team.inria.fr/kerdata/e2clab/) developed by KerData, Inria. Goal: enable ML-based experimentation across the digital continuum.
- In November 2020, Hugo Chaugier, Alexandu Costan, Gabriel Antoniu (Inria) and Bogdan Nicolae (ANL) started weekly discussions for a collaboration on the topic “Study of Catastrophic Forgetting in Deep Learning”. Hugo Chaugier will start a MS internship on this topic in 2021.
Joint papers in 2020
- Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu. How fast can one resize a distributed file system? In Journal of Parallel and Distributed Computing, Elsevier, 2020, 140, pp.80-98. ⟨10.1016/j.jpdc.2020.02.001⟩.
- Nathanael Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M. Wild, Sven Leyffer, Robert Ross. Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications 2020. In Proc. 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), May 2020, Melbourne, Australia. pp.182-191, ⟨10.1109/CCGrid49817.2020.00-75⟩
