| SiP-ML: high-bandwidth optical network interconnects for machine learning training M Khani, M Ghobadi, M Alizadeh, Z Zhu, M Glick, K Bergman, A Vahdat, ... Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 657-675, 2021 | 101 | 2021 |
| Thermal rectification of integrated microheaters for microring resonators in silicon photonics platform M Bahadori, A Gazman, N Janosik, S Rumley, Z Zhu, R Polster, Q Cheng, ... Journal of Lightwave Technology 36 (3), 773-788, 2017 | 82 | 2017 |
| Software-defined networking control plane for seamless integration of multiple silicon photonic switches in Datacom networks Yiwen Shen, Maarten HN Hattink, Payman Samadi, Qixiang Cheng, Ziyi Zhu ... Optics express 26 (8), 10914-10929, 2018 | 56 | 2018 |
| FPGA implementation of deep neural network based equalizers for high-speed PON N Kaneda, Z Zhu, CY Chuang, A Mahadevan, B Farah, K Bergman, ... Optical Fiber Communication Conference, T4D. 2, 2020 | 35 | 2020 |
| Software-defined control-plane for wavelength selective unicast and multicast of optical data in a silicon photonic platform A Gazman, C Browning, M Bahadori, Z Zhu, P Samadi, S Rumley, ... Optics express 25 (1), 232-242, 2017 | 32 | 2017 |
| Fixed-point analysis and FPGA implementation of deep neural network based equalizers for high-speed PON N Kaneda, CY Chuang, Z Zhu, A Mahadevan, B Farah, K Bergman, ... Journal of Lightwave Technology 40 (7), 1972-1980, 2021 | 26 | 2021 |
| Automated thermal stabilization of cascaded silicon photonic ring resonators for reconfigurable WDM applications A Gazman, C Browning, Z Zhu, LR Barry, K Bergman 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 22 | 2017 |
| Photonic switched optically connected memory: An approach to address memory challenges in deep learning Z Zhu, GD Guglielmo, Q Cheng, M Glick, J Kwon, H Guan, LP Carloni, ... Journal of Lightwave Technology 38 (10), 2815-2825, 2020 | 19 | 2020 |
| Peta-scale embedded photonics architecture for distributed deep learning applications Z Wu, LY Dai, A Novick, M Glick, Z Zhu, S Rumley, G Michelogiannakis, ... Journal of Lightwave Technology 41 (12), 3737-3749, 2023 | 14 | 2023 |
| Accelerating of high performance data centers using silicon photonic switch-enabled bandwidth steering Y Shen, S Rumley, K Wen, Z Zhu, A Gazman, K Bergman 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 10 | 2018 |
| Autonomous dynamic bandwidth steering with silicon photonic-based wavelength and spatial switching for datacom networks Y Shen, A Gazman, Z Zhu, MY The, M Hattink, S Rumley, P Samadi, ... 2018 Optical Fiber Communications Conference and Exposition (OFC), 1-3, 2018 | 9 | 2018 |
| Terarack: A tbps rack for machine learning training M Khani, M Ghobadi, M Alizadeh, Z Zhu, M Glick, K Bergman, A Vahdat, ... TeraRack: A Tbps Rack for Machine Learning Training, 2020 | 8 | 2020 |
| Flexible resource allocation using photonic switched interconnects for disaggregated system architectures Z Zhu, Y Shen, Y Huang, A Gazman, M Hattink, K Bergman Optical Fiber Communication Conference, M3F. 3, 2019 | 8 | 2019 |
| Distributed deep learning training using silicon photonic switched architectures Z Zhu, MY Teh, Z Wu, MS Glick, S Yan, M Hattink, K Bergman APL Photonics 7 (3), 2022 | 7 | 2022 |
| Streamlined architecture for thermal control and stabilization of cascaded DWDM micro-ring filters bus M Hattink, LY Dai, Z Zhu, K Bergman Optical Fiber Communication Conference, W2A. 2, 2022 | 6 | 2022 |
| Reconfigurable silicon photonic platform for memory scalability and disaggregation EF Anderson, A Gazman, Z Zhu, M Hattink, K Bergman 2018 Optical Fiber Communications Conference and Exposition (OFC), 1-3, 2018 | 6 | 2018 |
| Software-defined networking control plane for seamless integration of silicon photonics in datacom networks Y Shen, P Samadi, Z Zhu, A Gazman, E Anderson, D Calhoun, M Hattink, ... 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 6 | 2017 |
| Software-defined silicon-photonics-based metro node for spatial and wavelength superchannel switching V Vujicic, AP Anthur, A Gazman, C Browning, MD Gutierrez Pascual, ... Journal of Optical Communications and Networking 9 (5), 342-350, 2017 | 6 | 2017 |
| SiP architecture for accelerating collective communication in distributed deep learning Z Wu, LY Dai, Z Zhu, A Novick, M Glick, K Bergman 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 5 | 2023 |
| Accelerating distributed machine learning in disaggregated architectures with flexible optically interconnected computing resources S Yan, Z Zhu, MS Glick, Z Wu, K Bergman Optical Fiber Communication Conference, Th1G. 2, 2022 | 5 | 2022 |