A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types Distributed Hardware Power Management and Flexible NoC-Based Data Orchestration
- Maico Cassel Dos Santos
- Tianyu Jia
- et al.
- 2024
- ISSCC 2024
Bio
Aporva Amarnath is a Research Scientist at IBM Research in the Efficient and Resilient Systems group. She is currently working on memory-centric architectures for privacy preserving applications, co-design of heterogeneous architectures and schedulers for them. Her research interests lie in building efficient computer architectures and memory systems for emerging technologies and applications.
She completed her Ph.D. in 2021 in Electrical and Computer Engineering from the University of Michigan under Prof. Ronald Dreslinski's guidance.
Publications
A Neuro-Symbolic Approach to Runtime Optimization in Resource Constrained Heterogeneous Systems
- Chitra Subramanian
- Sarath Swaminathan
- et al.
- 2023
- IJCAI 2023
Object Detection and Classification on a Heterogeneous Edge SoC
- Gracen Wallace
- Aporva Amarnath
- et al.
- 2023
- ISCA 2023
Heterogeneity-Aware Scheduling on SoCs for Autonomous Vehicles
- Aporva Amarnath
- Subhankar Pal
- et al.
- 2021
- IEEE Computer Architecture Letters
Patents
- 22 Apr 2024
- US
- 11966776
- 28 Aug 2023
- US
- 11740933
- 17 Jul 2023
- US
- 11704155
Top collaborators
KS
Karthik Swaminathan
Senior Research Scientist, Efficient and Resilient Systems
AB
Alper Buyuktosunoglu
Principal Research Scientist
AV
Augusto Vega
Research Staff Member, CTO EPOCHS Project, Mayflower Autonomous Ship Project