Akhilesh Balasingam

dblp:286/3148 · DBLP profile ↗
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3ranked-venue papers
0as first author
3since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 3 · 3 since 2021
YearPublicationVenuePosition
2024 Onyx: A Programmable Accelerator for Sparse Tensor Algebra
abstract
•Applications ranging from scientific computing to machine learning can have extremely sparse inputs
Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
HCS13
2023 3-D coarse-grained reconfigurable array using multi-pole NEM relays for programmable routing
Akash Levy, Michael Oduoza, Akhilesh Balasingam, Roger T. Howe, Priyanka Raina
Integr.3
2022 Efficient Routing in Coarse-Grained Reconfigurable Arrays Using Multi-Pole NEM Relays
abstract
In this paper, we propose the use of multi-pole nanoelectromechanical (NEM) relays for routing multi-bit signals within a coarse-grained reconfigurable array (CGRA). We describe a CMOS-compatible multi-pole relay design that can be integrated in 3-D and improves area utilization by 40% over a prior design. Additionally, we demonstrate a method for placing multiple contacts on a relay that can reduce contact resistance variation by 40 × over a circular placement strategy. We then show a methodology for integrating these relays into an industry-standard digital design flow. Using our multi-pole relay design, we perform post-layout simulation of a processing element (PE) tile within a hybrid CMOS-NEMS CGRA in 40 nm technology. We achieve up to 19% lower area and 10% lower power at iso-delay, compared to a CMOS-only PE tile. The results show a way to bridge the performance gap between programmable logic devices (such as CGRAs) and application-specific integrated circuits using NEMS technology.
Akash Levy, Michael Oduoza, Akhilesh Balasingam, Roger T. Howe, Priyanka Raina
ASP-DAC3