TY - GEN
T1 - Evaluating the hardware performance of a million-bit multiplier
AU - Doröz, Yarkin
AU - Öztürk, Erdinç
AU - Sunar, Berk
PY - 2013
Y1 - 2013
N2 - In this work we present the first full and complete evaluation of a very large multiplication scheme in custom hardware. We designed a novel architecture to realize a million-bit multiplication architecture based on the Schönhage-Strassen Algorithm and the Number Theoretical Transform (NTT). The construction makes use of an innovative cache architecture along with processing elements customized to match the computation and access patterns of the FFT-based recursive multiplication algorithm. When synthesized using a 90nm TSMC library operating at a frequency of 666 MHz, our architecture is able to compute the product of integers in excess of a million bits in 7.74 milliseconds. Estimates show that the performance of our design matches that of previously reported software implementations on a high-end 3 Ghz Intel Xeon processor, while requiring only a tiny fraction of the area.
AB - In this work we present the first full and complete evaluation of a very large multiplication scheme in custom hardware. We designed a novel architecture to realize a million-bit multiplication architecture based on the Schönhage-Strassen Algorithm and the Number Theoretical Transform (NTT). The construction makes use of an innovative cache architecture along with processing elements customized to match the computation and access patterns of the FFT-based recursive multiplication algorithm. When synthesized using a 90nm TSMC library operating at a frequency of 666 MHz, our architecture is able to compute the product of integers in excess of a million bits in 7.74 milliseconds. Estimates show that the performance of our design matches that of previously reported software implementations on a high-end 3 Ghz Intel Xeon processor, while requiring only a tiny fraction of the area.
KW - FFT
KW - Homomorphic encryption
KW - Large multiplier
KW - Number theoretical transform
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U2 - 10.1109/DSD.2013.108
DO - 10.1109/DSD.2013.108
M3 - Conference contribution
AN - SCOPUS:84890074079
SN - 9780769550749
T3 - Proceedings - 16th Euromicro Conference on Digital System Design, DSD 2013
SP - 955
EP - 962
BT - Proceedings - 16th Euromicro Conference on Digital System Design, DSD 2013
T2 - 16th Euromicro Conference on Digital System Design, DSD 2013
Y2 - 4 September 2013 through 6 September 2013
ER -