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Article: Multiplexing in photonics as a resource for optical ternary content-addressable memory functionality
| Title | Multiplexing in photonics as a resource for optical ternary content-addressable memory functionality |
|---|---|
| Authors | |
| Keywords | energy efficiency integrated photonics silicon photonics ternary content-addressable memory time division multiplexing wavelength division multiplexing |
| Issue Date | 31-Oct-2023 |
| Publisher | De Gruyter |
| Citation | Nanophotonics, 2023, v. 12, n. 22, p. 4147-4165 How to Cite? |
| Abstract | In this paper, we combine a Content-Addressable Memory (CAM) encoding scheme previously proposed for analog electronic CAMs (E-CAMs) with optical multiplexing techniques to create two new photonic CAM architectures—wavelength-division multiplexing (WDM) optical ternary CAM (O-TCAM) and time-division multiplexing (TDM) O-TCAM. As an example, we show how these two O-TCAM schemes can be implemented by performing minor modifications in microring-based silicon photonic (SiPh) circuits originally optimized for exascale interconnects. Here, our SiPh O-TCAM designs include not only the actual search engine, but also the transmitter circuits. For the first time, we experimentally demonstrate O-TCAM functionality in SiPh up to ∼4Gbps∼4Gbps and we prove in simulation feasibility for speeds up to 10 Gbps, 10 times faster than typical E-TCAMs at the expense of higher energy consumption per symbol of our O-TCAM Search Engine circuits than the corresponding E-TCAMs. Finally, we identify which hardware and architecture modifications are required to improve the O-CAM’s energy efficiency towards the level of E-CAMs. |
| Persistent Identifier | http://hdl.handle.net/10722/339497 |
| ISSN | 2023 Impact Factor: 6.5 2023 SCImago Journal Rankings: 1.999 |
| ISI Accession Number ID |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | London, Yanir | - |
| dc.contributor.author | Van Vaerenbergh, Thomas | - |
| dc.contributor.author | Ramini, Luca | - |
| dc.contributor.author | Descos, Antoine | - |
| dc.contributor.author | Buonanno, Luca | - |
| dc.contributor.author | Youn, Jinsung | - |
| dc.contributor.author | Li, Can | - |
| dc.contributor.author | Graves, Catherine E | - |
| dc.contributor.author | Fiorentino, Marco | - |
| dc.contributor.author | Beausoleil, Raymond G | - |
| dc.date.accessioned | 2024-03-11T10:37:07Z | - |
| dc.date.available | 2024-03-11T10:37:07Z | - |
| dc.date.issued | 2023-10-31 | - |
| dc.identifier.citation | Nanophotonics, 2023, v. 12, n. 22, p. 4147-4165 | - |
| dc.identifier.issn | 2192-8606 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/339497 | - |
| dc.description.abstract | <p>In this paper, we combine a Content-Addressable Memory (CAM) encoding scheme previously proposed for analog electronic CAMs (E-CAMs) with optical multiplexing techniques to create two new photonic CAM architectures—wavelength-division multiplexing (WDM) optical ternary CAM (O-TCAM) and time-division multiplexing (TDM) O-TCAM. As an example, we show how these two O-TCAM schemes can be implemented by performing minor modifications in microring-based silicon photonic (SiPh) circuits originally optimized for exascale interconnects. Here, our SiPh O-TCAM designs include not only the actual search engine, but also the transmitter circuits. For the first time, we experimentally demonstrate O-TCAM functionality in SiPh up to ∼4Gbps∼4Gbps and we prove in simulation feasibility for speeds up to 10 Gbps, 10 times faster than typical E-TCAMs at the expense of higher energy consumption per symbol of our O-TCAM Search Engine circuits than the corresponding E-TCAMs. Finally, we identify which hardware and architecture modifications are required to improve the O-CAM’s energy efficiency towards the level of E-CAMs.<br></p> | - |
| dc.language | eng | - |
| dc.publisher | De Gruyter | - |
| dc.relation.ispartof | Nanophotonics | - |
| dc.subject | energy efficiency | - |
| dc.subject | integrated photonics | - |
| dc.subject | silicon photonics | - |
| dc.subject | ternary content-addressable memory | - |
| dc.subject | time division multiplexing | - |
| dc.subject | wavelength division multiplexing | - |
| dc.title | Multiplexing in photonics as a resource for optical ternary content-addressable memory functionality | - |
| dc.type | Article | - |
| dc.description.nature | link_to_OA_fulltext | - |
| dc.identifier.doi | 10.1515/nanoph-2023-0406 | - |
| dc.identifier.scopus | eid_2-s2.0-85175833122 | - |
| dc.identifier.volume | 12 | - |
| dc.identifier.issue | 22 | - |
| dc.identifier.spage | 4147 | - |
| dc.identifier.epage | 4165 | - |
| dc.identifier.eissn | 2192-8614 | - |
| dc.identifier.isi | WOS:001097664400003 | - |
| dc.identifier.issnl | 2192-8614 | - |
