LECS
Laboratory for Emerging Computing Systems
Concordia University · Montréal
Journal

Approximate nanophotonic interconnects

Jaechul Lee, C. Killian, S. L. Beux, D. Chillet
ACM/IEEE International Symposium on Networks-on-Chips · 2019 · DOI: 10.1145/3313231.3352365
Silicon photonic interconnectsNetwork-on-ChipApproximate computing
ACM/IEEE International Symposium on Networks-on-Chips 2019 Jaechul Lee, C. Killian, S. L. Beux, D. Chillet
Abstract

The energy consumption of manycore is dominated by data movement, which calls for energy-efficient and high-bandwidth interconnects. Integrated optics is promising technology to overcome the bandwidth limitations of electrical interconnects. However, it suffers from high power overhead related to low efficiency lasers, which calls for the use of approximate communications for error tolerant applications. In this context, this paper investigates the design of an Optical NoC supporting the transmission of approximate data. For this purpose, the least significant bits of floating point numbers are transmitted with low power optical signals. A transmission model allows estimating the laser power according to the targeted BER and a micro-architecture allows configuring, at run-time, the number of approximated bits and the laser output powers. Simulations results show that, compared to an interconnect involving only robust communications, approximations in the optical transmission lead to up to 42% laser power reduction for image processing application with a limited degradation at the application level.

Citation

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@article{jaechul20198ecec9d24bdd622a47a7da18b928da317b88e8c7,
  title  = {Approximate nanophotonic interconnects},
  author = {Jaechul Lee and C. Killian and S. L. Beux and D. Chillet},
  journal = {ACM/IEEE International Symposium on Networks-on-Chips},
  year   = {2019},
  doi    = {10.1145/3313231.3352365}
}

Acknowledgements

This work was supported in part by the Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grants programme and by the Fonds de recherche du Québec — Nature et technologies (FRQNT).