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  2025 (1)
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. Liao, X.; Sun, Y.; Tian, H.; Wan, X.; Jin, Y.; Wang, Z.; Ren, Z.; Huang, X.; Li, W.; Tse, K. F.; Zhong, Z.; Liu, G.; Zhang, Y.; Ye, X.; Zhang, Y.; and Chen, K. CoRR, abs/2501.03905. 2025.
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training [link]Paper   doi   link   bibtex  
  2024 (2)
Understanding Communication Characteristics of Distributed Training. Li, W.; Liu, X.; Li, Y.; Jin, Y.; Tian, H.; Zhong, Z.; Liu, G.; Zhang, Y.; and Chen, K. In Proceedings of the 8th Asia-Pacific Workshop on Networking, APNet 2024, Sydney, Australia, August 3-4, 2024, pages 1–8, 2024. ACM
Understanding Communication Characteristics of Distributed Training [link]Paper   doi   link   bibtex  
MegaTE: Extending WAN Traffic Engineering to Millions of Endpoints in Virtualized Cloud. Miao, C.; Zhong, Z.; Xiao, Y.; Yang, F.; Zhang, S.; Jiang, Y.; Bai, Z.; Lu, C.; Geng, J.; He, Z.; Wang, Y.; Zou, X.; and Yang, C. In Proceedings of the ACM SIGCOMM 2024 Conference, ACM SIGCOMM 2024, Sydney, NSW, Australia, August 4-8, 2024, pages 103–116, 2024. ACM
MegaTE: Extending WAN Traffic Engineering to Millions of Endpoints in Virtualized Cloud [link]Paper   doi   link   bibtex  
  2023 (5)
On-Fiber Photonic Computing. Yang, M.; Zhong, Z.; and Ghobadi, M. In Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, HotNets 2023, Cambridge, MA, USA, November 28-29, 2023, pages 263–271, 2023. ACM
On-Fiber Photonic Computing [link]Paper   doi   link   bibtex  
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs. Wang, W.; Khazraee, M.; Zhong, Z.; Ghobadi, M.; Jia, Z.; Mudigere, D.; Zhang, Y.; and Kewitsch, A. In Balakrishnan, M.; and Ghobadi, M., editor(s), 20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023, pages 739–767, 2023. USENIX Association
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs [link]Paper   link   bibtex  
FlexWAN: Software Hardware Co-design for Cost-Effective and Resilient Optical Backbones. Miao, C.; Zhong, Z.; Zhang, Y.; He, K.; Li, F.; Chen, M.; Zhao, Y.; Li, X.; He, Z.; Zou, X.; and Wang, J. In Schulzrinne, H.; Misra, V.; Kohler, E.; and Maltz, D. A., editor(s), Proceedings of the ACM SIGCOMM 2023 Conference, ACM SIGCOMM 2023, New York, NY, USA, 10-14 September 2023, pages 319–332, 2023. ACM
FlexWAN: Software Hardware Co-design for Cost-Effective and Resilient Optical Backbones [link]Paper   doi   link   bibtex  
Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference. Zhong, Z.; Yang, M.; Lang, J.; Williams, C.; Kronman, L.; Sludds, A.; Esfahanizadeh, H.; Englund, D. R.; and Ghobadi, M. In Schulzrinne, H.; Misra, V.; Kohler, E.; and Maltz, D. A., editor(s), Proceedings of the ACM SIGCOMM 2023 Conference, ACM SIGCOMM 2023, New York, NY, USA, 10-14 September 2023, pages 452–472, 2023. ACM
Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference [link]Paper   doi   link   bibtex  
Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs. Zhong, Z.; Yang, M.; Lang, J.; Englund, D. R.; and Ghobadi, M. In Schulzrinne, H.; Misra, V.; Kohler, E.; and Maltz, D. A., editor(s), Proceedings of the ACM SIGCOMM 2023 Conference, ACM SIGCOMM 2023, New York, NY, USA, 10-14 September 2023, pages 1173–1175, 2023. ACM
Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs [link]Paper   doi   link   bibtex  
  2022 (5)
Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing. Sludds, A.; Hamerly, R.; Bandyopadhyay, S.; Zhong, Z.; Chen, Z.; Bernstein, L.; Ghobadi, M.; and Englund, D. R. In Optical Fiber Communications Conference and Exhibition, OFC 2022, San Diego, CA, USA, March 6-10, 2022, pages 1–3, 2022. IEEE
Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing [link]Paper   link   bibtex  
WDM-Enabled Photonic Edge Computing. Sludds, A.; Hamerly, R.; Bandyopadhyay, S.; Chen, Z.; Zhong, Z.; Bernstein, L.; Ghobadi, M.; and Englund, D. R. In 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), Toyama, Japan, July 3-6, 2022, pages 1–3, 2022. IEEE
WDM-Enabled Photonic Edge Computing [link]Paper   doi   link   bibtex  
TopoOpt: Optimizing the Network Topology for Distributed DNN Training. Wang, W.; Khazraee, M.; Zhong, Z.; Jia, Z.; Mudigere, D.; Zhang, Y.; Kewitsch, A.; and Ghobadi, M. CoRR, abs/2202.00433. 2022.
TopoOpt: Optimizing the Network Topology for Distributed DNN Training [link]Paper   link   bibtex  
Delocalized Photonic Deep Learning on the Internet's Edge. Sludds, A.; Bandyopadhyay, S.; Chen, Z.; Zhong, Z.; Cochrane, J.; Bernstein, L.; Bunandar, D.; Dixon, P. B.; Hamilton, S. A.; Streshinsky, M.; Novack, A.; Jones, T. B.; Hochberg, M.; Ghobadi, M.; Hamerly, R.; and Englund, D. R. CoRR, abs/2203.05466. 2022.
Delocalized Photonic Deep Learning on the Internet's Edge [link]Paper   doi   link   bibtex  
Netcast: Low-Power Edge Computing with WDM-defined Optical Neural Networks. Hamerly, R.; Sludds, A.; Bandyopadhyay, S.; Chen, Z.; Zhong, Z.; Bernstein, L.; and Englund, D. R. CoRR, abs/2207.01777. 2022.
Netcast: Low-Power Edge Computing with WDM-defined Optical Neural Networks [link]Paper   doi   link   bibtex  
  2021 (4)
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond. Xia, Y.; Zhang, Y.; Zhong, Z.; Yan, G.; Lim, C.; Ahuja, S. S.; Bali, S.; Nikolaidis, A.; Ghobadi, K.; and Ghobadi, M. In Mickens, J.; and Teixeira, R., editor(s), 18th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2021, April 12-14, 2021, pages 217–231, 2021. USENIX Association
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond [link]Paper   link   bibtex  
BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment. Zhong, Z.; Ghobadi, M.; Balandat, M.; Katti, S.; Kazerouni, A.; Leach, J.; McKillop, M.; and Zhang, Y. In Optical Fiber Communications Conference and Exhibition, OFC 2021, San Francisco, CA, USA, June 6-10, 2021, pages 1–3, 2021. IEEE
BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment [link]Paper   link   bibtex  
IOI: In-network Optical Inference. Zhong, Z.; Wang, W.; Ghobadi, M.; Sludds, A.; Hamerly, R.; Bernstein, L.; and Englund, D. R. In OptSys '21: Proceedings of the ACM SIGCOMM 2021 Workshop on Optical Systems, Virtual Event, USA, 23 August 2021, pages 18–22, 2021. ACM
IOI: In-network Optical Inference [link]Paper   doi   link   bibtex  
ARROW: restoration-aware traffic engineering. Zhong, Z.; Ghobadi, M.; Khaddaj, A.; Leach, J.; Xia, Y.; and Zhang, Y. In Kuipers, F. A.; and Caesar, M. C., editor(s), ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021, pages 560–579, 2021. ACM
ARROW: restoration-aware traffic engineering [link]Paper   doi   link   bibtex  
  2019 (5)
Time-Sliced Flexible Resource Allocation for Optical Low Earth Orbit Satellite Networks. Zheng, Z.; Hua, N.; Zhong, Z.; Li, J.; Li, Y.; and Zheng, X. IEEE Access, 7: 56753–56759. 2019.
Time-Sliced Flexible Resource Allocation for Optical Low Earth Orbit Satellite Networks [link]Paper   doi   link   bibtex  
Flexible low-latency metro-access converged network architecture based on optical time slice switching. Li, J.; Hua, N.; Zhong, Z.; Yu, Y.; Zheng, X.; and Zhou, B. JOCN, 11(12): 624–635. 2019.
Flexible low-latency metro-access converged network architecture based on optical time slice switching [link]Paper   doi   link   bibtex  
Provisioning Short-Term Traffic Fluctuations in Elastic Optical Networks. Zhong, Z.; Hua, N.; Tornatore, M.; Li, J.; Li, Y.; Zheng, X.; and Mukherjee, B. IEEE/ACM Trans. Netw., 27(4): 1460–1473. 2019.
Provisioning Short-Term Traffic Fluctuations in Elastic Optical Networks [link]Paper   doi   link   bibtex   1 download  
Achieving Ultralow-Latency Optical Interconnection for High Performance Computing (HPC) Systems by Joint Allocation of Computation and Communication Resources. Luo, R.; Yu, Y.; Hua, N.; Zhong, Z.; Li, J.; Zheng, X.; and Zhou, B. In Optical Fiber Communications Conference and Exhibition, OFC 2019, San Diego, CA, USA, March 3-7, 2019, pages 1–3, 2019. IEEE
Achieving Ultralow-Latency Optical Interconnection for High Performance Computing (HPC) Systems by Joint Allocation of Computation and Communication Resources [link]Paper   link   bibtex  
Routing without Routing Algorithms: An AI-Based Routing Paradigm for Multi-Domain Optical Networks. Zhong, Z.; Hua, N.; Yuan, Z.; Li, Y.; and Zheng, X. In Optical Fiber Communications Conference and Exhibition, OFC 2019, San Diego, CA, USA, March 3-7, 2019, pages 1–3, 2019. IEEE
Routing without Routing Algorithms: An AI-Based Routing Paradigm for Multi-Domain Optical Networks [link]Paper   link   bibtex  
  2018 (4)
An Online Strategy for Service Degradation with Proportional QoS in Elastic Optical Networks. Santos, A. S.; Horota, A. K.; Zhong, Z.; de Santi, J.; Figueiredo, G. B.; Tornatore, M.; and Mukherjee, B. In 2018 IEEE International Conference on Communications, ICC 2018, Kansas City, MO, USA, May 20-24, 2018, pages 1–6, 2018. IEEE
An Online Strategy for Service Degradation with Proportional QoS in Elastic Optical Networks [link]Paper   doi   link   bibtex  
A Flexible Low-Latency Metro-Access Converged Network Approach Based on Time-Synchronized TWDM-PON. Li, J.; Hua, N.; Yu, Y.; Zhong, Z.; Zheng, X.; and Zhou, B. In Optical Fiber Communications Conference and Exposition, OFC 2018, San Diego, CA, USA, March 11-15, 2018, pages 1–3, 2018. IEEE
A Flexible Low-Latency Metro-Access Converged Network Approach Based on Time-Synchronized TWDM-PON [link]Paper   link   bibtex  
In-service Crosstalk Monitoring and Tracing for Short-Reach Space-Division Multiplexing (SDM) Optical Networks. Luo, R.; Hua, N.; Yu, Y.; Zhong, Z.; Wu, Z.; Li, J.; Zheng, X.; and Zhou, B. In Optical Fiber Communications Conference and Exposition, OFC 2018, San Diego, CA, USA, March 11-15, 2018, pages 1–3, 2018. IEEE
In-service Crosstalk Monitoring and Tracing for Short-Reach Space-Division Multiplexing (SDM) Optical Networks [link]Paper   link   bibtex  
Throughput Scaling for MMF-Enabled Optical Datacenter Networks by Time-Slicing-Based Crosstalk Mitigation. Zhong, Z.; Hua, N.; Yu, Y.; Wu, Z.; Li, J.; Yan, H.; Li, S.; Luo, R.; Li, J.; Li, Y.; and Zheng, X. In Optical Fiber Communications Conference and Exposition, OFC 2018, San Diego, CA, USA, March 11-15, 2018, pages 1–3, 2018. IEEE
Throughput Scaling for MMF-Enabled Optical Datacenter Networks by Time-Slicing-Based Crosstalk Mitigation [link]Paper   link   bibtex  
  2017 (4)
Balancing Energy Efficiency and Device Lifetime in TWDM-PON Under Traffic Fluctuations. Li, J.; Zhong, Z.; Hua, N.; Zheng, X.; and Zhou, B. IEEE Commun. Lett., 21(9): 1981–1984. 2017.
Balancing Energy Efficiency and Device Lifetime in TWDM-PON Under Traffic Fluctuations [link]Paper   doi   link   bibtex  
Enabling low latency at large-scale data center and high-performance computing interconnect networks using fine-grained all-optical switching technology. Hua, N.; Zhong, Z.; and Zheng, X. In 2017 International Conference on Optical Network Design and Modeling, ONDM 2017, Budapest, Hungary, May 15-18, 2017, pages 1–4, 2017. IEEE
Enabling low latency at large-scale data center and high-performance computing interconnect networks using fine-grained all-optical switching technology [link]Paper   link   bibtex  
Evolving Optical Networks for Latency-Sensitive Smart-Grid Communications via Optical Time Slice Switching (OTSS) Technologies. Zhong, Z.; Hua, N.; Liu, Z.; Li, W.; Li, Y.; and Zheng, X. CoRR, abs/1709.01350. 2017.
Evolving Optical Networks for Latency-Sensitive Smart-Grid Communications via Optical Time Slice Switching (OTSS) Technologies [link]Paper   link   bibtex  
Throughput Scaling for MMF-Enabled Optical Datacenter Networks by Time-Slicing-Based Crosstalk Mitigation. Zhong, Z.; Hua, N.; Yu, Y.; Wu, Z.; Li, J.; Yan, H.; Li, S.; Luo, R.; Li, J.; Li, Y.; and Zheng, X. CoRR, abs/1712.04818. 2017.
Throughput Scaling for MMF-Enabled Optical Datacenter Networks by Time-Slicing-Based Crosstalk Mitigation [link]Paper   link   bibtex  
  2016 (3)
Energy Efficiency and Blocking Reduction for Tidal Traffic via Stateful Grooming in IP-Over-Optical Networks. Zhong, Z.; Hua, N.; Tornatore, M.; Li, Y.; Liu, H.; Ma, C.; Li, Y.; Zheng, X.; and Mukherjee, B. JOCN, 8(3): 175–189. 2016.
Energy Efficiency and Blocking Reduction for Tidal Traffic via Stateful Grooming in IP-Over-Optical Networks [link]Paper   doi   link   bibtex  
On QoS-Assured Degraded Provisioning in Service-Differentiated Multi-Layer Elastic Optical Networks. Zhong, Z.; Li, J.; Hua, N.; Figueiredo, G. B.; Li, Y.; Zheng, X.; and Mukherjee, B. In 2016 IEEE Global Communications Conference, GLOBECOM 2016, Washington, DC, USA, December 4-8, 2016, pages 1–5, 2016. IEEE
On QoS-Assured Degraded Provisioning in Service-Differentiated Multi-Layer Elastic Optical Networks [link]Paper   doi   link   bibtex  
On QoS-assured degraded provisioning in service differentiated multi-layer elastic optical networks. Zhong, Z.; Li, J.; Hua, N.; Figueiredo, G. B.; Li, Y.; Zheng, X.; and Mukherjee, B. CoRR, abs/1607.04695. 2016.
On QoS-assured degraded provisioning in service differentiated multi-layer elastic optical networks [link]Paper   link   bibtex