DOSA: Organic Compilation for Neural Network Inference on Distributed FPGAs
- 2023
- EDGE 2023
I'm a senior research scientist in the Hybrid Cloud Research department of the IBM Zurich Research Laboratory (Switzerland). My area of research is in HW-SW co-design of high-performance computers with an emphasis on the architecture and deployment of large-scale systems in datacenters and the Cloud.
I received a Dipl.-Eng. degree from the Ecole Nationale d’Ingénieurs (now UTBM), Belfort, France, and a Master's in microelectronics from the Institut Supérieur de Microélectronique Appliquée (now EMSE-ISMIN), Marseille, France.
What keeps me busy ?
I am currently working with the Tape research group on the development of software that ease the use and scaling of tapes in data centers.
Previous research projects
SE4Sci Program
[2023] Software Engineering for Scientists (SE4Sci)
Cloud and computing infrastructures
[2022] Everest - dEsign enVironmEnt foR Extreme-Scale big data analyTics on heterogeneous platforms
[2016-2021] cloudFPGA - Field programmable gate arrays for the cloud
[2014-2015] Enabling FPGAs in Hyperscale Data Centers
Hardware accelerator techniques and their applications
[2008-2013] Rx Stack Accelerator for 10 GbE Integrated NIC
Optical Packet Switch
[2004-2007] The OSMOSIS research project
High-Speed Electronic Packet Switches
[2000-03] Prizma - Distributed Packet Routing Switch Architecture
[1999-00] IBM PowerPRS (64 Gb/s ASIC Switch Chip ()
[1998-99] Network Processor Load Balancing for High-Speed Links
[1997-98] IBM PowerPRS (32 Gb/s ASIC Switch Chip)
Former Life
Before joining IBM in 1997, I was a hardware engineer at Telmat Informatique, where I designed architectures and electronic boards for Unix multiprocessor servers and Transputer-based parallel supercomputers.
During that period I participated in several European projects in which I conducted research in the fields of real-time 3-D graphics (The Spirit Workstation) and Transputer-based networking (Supernode).
Awards