Distance-aware Approximate Nanophotonic Interconnect

نویسندگان

چکیده

The energy consumption of manycore architectures is dominated by data movement, which calls for energy-efficient and high-bandwidth interconnects. To overcome the bandwidth limitation electrical interconnects, integrated optics appear as a promising technology. However, it suffers from high power overhead related to low laser efficiency, use techniques methods improve its costs. Besides, approximate computing emerging an efficient method reduce execution speed embedded systems. It relies on allowing accuracy reduction at cost tolerable application output error. In this context, work presented in article exploits both features defining communications error-tolerant applications. We propose design realistic scalable nanophotonic interconnect supporting transmission adaption according communication distance efficiency. For purpose, can be sent mixing optical signal truncation Least Significant Bits (LSB) floating-point numbers, while overall adapted distance. define two ranges communications, short long, require only four levels. This reduces area control power. A model allows estimating targeted BER number truncated bits, network interface configuring, runtime, approximated bits powers. explore efficiency provided each scheme, we investigate error resilience benchmarks over several approximation schemes. simulation results ApproxBench applications show that, compared involving robust approximations led up 53% with limited degradation level less than 9% Finally, that our solution leads 10% total consumption, 35× driver size, 10× controller state-of-the-art solution.

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ژورنال

عنوان ژورنال: ACM Transactions on Design Automation of Electronic Systems

سال: 2021

ISSN: ['1084-4309', '1557-7309']

DOI: https://doi.org/10.1145/3484309