TY - GEN
T1 - Pho
T2 - 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021
AU - Han, Haiyang
AU - Alexoudi, Theoni
AU - Vagionas, Chris
AU - Pleros, Nikos
AU - Hardavellas, Nikos
N1 - Funding Information:
This work was partially funded by NSF award CCF-1453853, and HFRI and GSRT through the ORION (grant 585) and CAM-UP (grant 230) projects.
Publisher Copyright:
© 2021 IEEE.
PY - 2021/7/26
Y1 - 2021/7/26
N2 - Conventional electronic memory hierarchies are intrinsically limited in their ability to overcome the memory wall due to scaling constraints. Optical caches and interconnects can mitigate these constraints, and enable processors to reach performance and energy efficiency unattainable by purely electronic means. However, the promised benefits cannot be realized through a simple replacement process; to reach its full potential, the architecture needs to be holistically redesigned. This paper proposes \text Pho\ , an opto-electronic memory hierarchy architecture for multicores. \text Pho\ replaces conventional coreprivate electronic caches with a large shared optical L1 built with optical SRAMs. A novel optical NoC provides low-latency and high-bandwidth communication between the electronic cores and the shared optical L1 at low optical loss. Our results show that \text Pho\ achieves on average 1.41\times performance speedup (3.89 \times \max) and 31% lower energy-delay product (90% max) against conventional designs. Moreover, the optical NoC for core-cache communication consumes 70% less power compared to directly applying previously-proposed optical NoC architectures.
AB - Conventional electronic memory hierarchies are intrinsically limited in their ability to overcome the memory wall due to scaling constraints. Optical caches and interconnects can mitigate these constraints, and enable processors to reach performance and energy efficiency unattainable by purely electronic means. However, the promised benefits cannot be realized through a simple replacement process; to reach its full potential, the architecture needs to be holistically redesigned. This paper proposes \text Pho\ , an opto-electronic memory hierarchy architecture for multicores. \text Pho\ replaces conventional coreprivate electronic caches with a large shared optical L1 built with optical SRAMs. A novel optical NoC provides low-latency and high-bandwidth communication between the electronic cores and the shared optical L1 at low optical loss. Our results show that \text Pho\ achieves on average 1.41\times performance speedup (3.89 \times \max) and 31% lower energy-delay product (90% max) against conventional designs. Moreover, the optical NoC for core-cache communication consumes 70% less power compared to directly applying previously-proposed optical NoC architectures.
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U2 - 10.1109/ISLPED52811.2021.9502487
DO - 10.1109/ISLPED52811.2021.9502487
M3 - Conference contribution
AN - SCOPUS:85114335185
T3 - Proceedings of the International Symposium on Low Power Electronics and Design
BT - 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 26 July 2021 through 28 July 2021
ER -