Jiawei Zhang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 62

Top Topics

Reinforcement Learning

Energy Efficiency

Optical Networks

Resource Allocation

Top Venues

Publications

Ruikun Wang, Jiawei Zhang, Qiaolun Zhang, Bojun Zhang, Zhiqun Gu, Aryanaz Attarpour, Yuefeng Ji, Massimo Tornatore
Poster: Flexible Scheduling of Network and Computing Resources for Distributed AI Tasks. SIGCOMM (Posters and Demos) (2024)
Ruikun Wang, Jiawei Zhang, Memedhe Ibrahimi, Zhiqun Gu, Yuming Xiao, Francesco Musumeci, Massimo Tornatore, Yuefeng Ji
Network for AI: Communication-Efficient Federated Learning with MST-based Scheduling and Multi-Aggregation over Optical Networks. OFC (2024)
Ruikun Wang, Jiawei Zhang, Zhiqun Gu, Memedhe Ibrahimi, Bojun Zhang, Francesco Musumeci, Massimo Tornatore, Yuefeng Ji
Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks. J. Opt. Commun. Netw. 16 (7) (2024)
Ruikun Wang, Jiawei Zhang, Qiaolun Zhang, Bojun Zhang, Zhiqun Gu, Aryanaz Attarpour, Yuefeng Ji, Massimo Tornatore
Poster: Flexible Scheduling of Network and Computing Resources for Distributed AI Tasks. CoRR (2024)
Shi Feng, Jiawei Zhang, Jun Dai, Yashe Liu, Xiaorun Wang, Yuefeng Ji
Demonstration of Hitless OCS Provision for Multi-modal Traffic in a Centralized Scheduling Hybrid Optical/Electrical Datacenter Network. OFC (2024)
Yuhang Zhou, Zhiqun Gu, Jiawei Zhang, Yuefeng Ji
Evolutionary neuron-level transfer learning for QoT estimation in optical networks. J. Opt. Commun. Netw. 16 (3) (2024)
Chen Su, Jiawei Zhang, Yuefeng Ji
Cyclic transmission window-based bandwidth allocation scheme for asynchronous time-sensitive industrial applications in TDM-PON. JOCN 15 (11) (2023)
Ruikun Wang, Jiawei Zhang, Shuangyi Yan, Chuidian Zeng, Hao Yu, Zhiqun Gu, Bojun Zhang, Tarik Taleb, Yuefeng Ji
Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks. J. Opt. Commun. Netw. 15 (7) (2023)
Hao Yu, Tarik Taleb, Jiawei Zhang
Deep Reinforcement Learning-Based Deterministic Routing and Scheduling for Mixed-Criticality Flows. IEEE Trans. Ind. Informatics 19 (8) (2023)
Chuidian Zeng, Jiawei Zhang, Ruikun Wang, Bojun Zhang, Yuefeng Ji
Multiple attention mechanisms-driven component fault location in optical networks with network-wide monitoring data. J. Opt. Commun. Netw. 15 (7) (2023)
Zhiqun Gu, Tangze Qin, Yuhang Zhou, Jiawei Zhang, Yuefeng Ji
Sample-distribution-matching-based transfer learning for QoT estimation in optical networks. JOCN 15 (9) (2023)
Huangxu Ma, Jiawei Zhang, Zhiqun Gu, Daniel C. Kilper, Yuefeng Ji
Spatio-temporal fragmentation-aware time-varying service provisioning in computing power networks based on model-assisted reinforcement learning. JOCN 15 (11) (2023)
Jiawei Zhang, Xuejing Gao, Kexin Wu, Yuefeng Ji
Segment frame replication and elimination for redundant routing provision in the FlexE-over-WDM networks. Opt. Switch. Netw. 47 (2023)
Yuhang Zhou, Zhiqun Gu, Jiawei Zhang, Yuefeng Ji
Efficient deployment of aerial relays in FSO-based backhaul networks. JOCN 15 (1) (2022)
Hao Yu, Tarik Taleb, Jiawei Zhang
Deterministic Latency/Jitter-Aware Service Function Chaining Over Beyond 5G Edge Fabric. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Jiawei Zhang, Zhuo Chen, Bojun Zhang, Ruikun Wang, Huangxu Ma, Yuefeng Ji
ADMIRE: collaborative data-driven and model-driven intelligent routing engine for traffic grooming in multi-layer X-Haul networks. JOCN 15 (2) (2022)
Zhuo Chen, Jiawei Zhang, Bojun Zhang, Ruikun Wang, Huangxu Ma, Yuefeng Ji
ADMIRE: Demonstration of Collaborative Data-Driven and Model-Driven Intelligent Routing Engine for IP/Optical Cross-Layer Optimization in X-Haul Networks. OFC (2022)
Hao Yu, Tarik Taleb, Jiawei Zhang, Honggang Wang
Deterministic Latency Bounded Network Slice Deployment in IP-Over-WDM Based Metro-Aggregation Networks. IEEE Trans. Netw. Sci. Eng. 9 (2) (2022)
Huangxu Ma, Jiawei Zhang, Yuefeng Ji
Graph Sequence Attention Network-Enabled Reinforcement Learning for Time-Aware Robust Routing in OSU-Based OTN. OFC (2022)
Jingyan Wu, Jiawei Zhang, Yuming Xiao, Yuefeng Ji
Cooperative Offloading in D2D-Enabled Three-Tier MEC Networks for IoT. Wirel. Commun. Mob. Comput. 2021 (2021)
Lianyu Wu, Jiabin Cui, Jiawei Zhang, Yuefeng Ji
Demonstration of Slice Fault Monitoring and Handling for Converged Optical-Wireless Access Networks. OFC (2021)
Kexin Wu, Jiawei Zhang, Yuefeng Ji
Redundant Routing Provision in a FlexE-over-WDM Network based on Segment Frame Replication and Elimination. DRCN (2021)
Jiahao Ma, Jiawei Zhang, Jim Zou, Hao Yu, Tarik Taleb, Yaojia Dong, Yuefeng Ji
Demonstration of Latency Control Label-Based Bounded-Jitter Scheduling in a Bridged Network for Industrial Internet. ECOC (2021)
Pengfei Zhu, Jiawei Zhang, Yuming Xiao, Jiabin Cui, Lin Bai, Yuefeng Ji
Deep reinforcement learning-based radio function deployment for secure and resource-efficient NG-RAN slicing. Eng. Appl. Artif. Intell. 106 (2021)
Hao Yu, Tarik Taleb, Jiawei Zhang
Deterministic Service Function Chaining over Beyond 5G Edge Fabric. GLOBECOM (2021)
Yuming Xiao, Jiawei Zhang, Yuefeng Ji
Resource-efficient Slicing with Topology-level Protection in Optical Access/Aggregation Networks for 5G and Beyond. OFC (2021)
Zhen Liu, Jiawei Zhang, Yanan Li, Yuefeng Ji
Hierarchical MEC Servers Deployment and User-MEC Server Association in C-RANs over WDM Ring Networks. Sensors 20 (5) (2020)
Hao Yu, Francesco Musumeci, Jiawei Zhang, Massimo Tornatore, Lin Bai, Yuefeng Ji
Dynamic 5G RAN slice adjustment and migration based on traffic prediction in WDM metro-aggregation networks. JOCN 12 (12) (2020)
Xin Wang, Yuefeng Ji, Jiawei Zhang, Lin Bai, Min Zhang
Joint Optimization of Latency and Deployment Cost Over TDM-PON Based MEC-Enabled Cloud Radio Access Networks. IEEE Access 8 (2020)
Zhiqun Gu, Jiawei Zhang, Yuefeng Ji
Topology Optimizing in FSO-based UAVs Relay Networks for Resilience Enhancement. Mob. Networks Appl. 25 (1) (2020)
Jiaxin Feng, Jiawei Zhang, Yuming Xiao, Yuefeng Ji
Demonstration of Containerized vDU/vCU Migration in WDM Metro Optical Networks. OFC (2020)
Yajie Li, Yongli Zhao, Jun Li, Jiawei Zhang, Xiaosong Yu, Jie Zhang
Side Channel Attack-Aware Resource Allocation for URLLC and eMBB Slices in 5G RAN. IEEE Access 8 (2020)
Jiawei Zhang, Lu Cui, Zhen Liu, Yuefeng Ji
Demonstration of Geo-Distributed Data Processing and Aggregation in MEC-Empowered Metro Optical Networks. OFC (2020)
Yuming Xiao, Jiawei Zhang, Zhengguang Gao, Yuefeng Ji
Service-Oriented DU-CU Placement using Reinforcement Learning in 5G/B5G Converged Wireless-Optical Networks. OFC (2020)
Zhen Liu, Jiawei Zhang, Zizheng Guo, Yuefeng Ji
Multi-Stage Aggregation and Lightpath Provisioning of Geo-Distributed Data over EON Assisted by MEC. OFC (2020)
Zhiqun Gu, Jiawei Zhang, Xiang Sun, Yuefeng Ji
Optimizing Networked Flying Platform Deployment and Access Point Association in FSO-Based Fronthaul Networks. IEEE Wirel. Commun. Lett. 9 (8) (2020)
Yuming Xiao, Jiawei Zhang, Yuefeng Ji
Can Fine-Grained Functional Split Benefit to the Converged Optical-Wireless Access Networks in 5G and Beyond? IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Hao Yu, Francesco Musumeci, Jiawei Zhang, Yuming Xiao, Massimo Tornatore, Yuefeng Ji
DU/CU Placement for C-RAN over Optical Metro-Aggregation Networks. ONDM (2019)
Huanyan Hu, Yuefeng Ji, Yubin Zhao, Jiawei Zhang, Junjian Huang
Switched rely and Optional Source of Magnetic Coupling Resonant Wireless Transfer System. ICCC Workshops (2019)
Yuming Xiao, Jiawei Zhang, Yuefeng Ji
Integrated resource optimization with WDM-based fronthaul for multicast-service beam-forming in massive MIMO-enabled 5G networks. Photonic Netw. Commun. 37 (3) (2019)
Pengfei Zhu, Jiawei Zhang, Yuefeng Ji
Resource Allocation in Energy Efficient Hybrid FSO/mmW Fronthaul: A Differential Evolution Approach. ICC (2019)
Zhengguang Gao, Jiawei Zhang, Shuangyi Yan, Yuming Xiao, Dimitra Simeonidou, Yuefeng Ji
Deep Reinforcement Learning for BBU Placement and Routing in C-RAN. OFC (2019)
Francesco Musumeci, Konstantinos Kanonakis, Paolo Monti, Jiawei Zhang
Introduction to PNET special issue on "Resilience in future 5G photonic networks". Photonic Netw. Commun. 37 (3) (2019)
Pengfei Zhu, Jiawei Zhang, Zhengguang Gao, Lin Bai, Yuefeng Ji
Adaptive resource allocation in FSO/RF multiuser system with proportional fairness for UAV application. Opt. Switch. Netw. 33 (2019)
Xin Wang, Yuefeng Ji, Jiawei Zhang, Lin Bai, Min Zhang
Low-Latency Oriented Network Planning for MEC-Enabled WDM-PON Based Fiber-Wireless Access Networks. IEEE Access 7 (2019)
Hao Yu, Jiawei Zhang, Massimo Tornatore, Yuefeng Ji
Energy-Efficient Lightpath Reconfiguration in a Decomposed-AWGR-Based Passive WDM Fronthaul. ECOC (2018)
Zhen Liu, Jiawei Zhang, Yanan Li, Lin Bai, Yuefeng Ji
Joint Jobs Scheduling and Lightpath Provisioning in Fog Computing Micro Datacenter Networks. JOCN 10 (7) (2018)
Yuefeng Ji, Jiawei Zhang, Xin Wang, Hao Yu
Towards converged, collaborative and co-automatic (3C) optical networks. Sci. China Inf. Sci. 61 (12) (2018)
Hao Yu, Jiawei Zhang, Yuefeng Ji, Massimo Tornatore
Energy-Efficient Dynamic Lightpath Adjustment in a Decomposed AWGR-Based Passive WDM Fronthaul: publisher's note. JOCN 10 (12) (2018)
Zhiqun Gu, Jiawei Zhang, Yuefeng Ji
Topology Optimization for FSO-Based Fronthaul/Backhaul in 5G+ Wireless Networks. ICC Workshops (2018)
Hao Yu, Jiawei Zhang, Yuefeng Ji, Massimo Tornatore
Energy-Efficient Dynamic Lightpath Adjustment in a Decomposed AWGR-Based Passive WDM Fronthaul. JOCN 10 (9) (2018)
Zhiqun Gu, Jiawei Zhang, Yuefeng Ji, Lin Bai, Xiang Sun
Network Topology Reconfiguration for FSO-Based Fronthaul/Backhaul in 5G+ Wireless Networks. IEEE Access 6 (2018)
Zhen Liu, Jiawei Zhang, Lin Bai, Yuefeng Ji
Joint Jobs Scheduling and Routing for Metro-Scaled Micro Datacenters over Elastic Optical Networks. OFC (2018)
Hao Yu, Jiawei Zhang, Dexue Song, Xingang Huang, Yuefeng Ji
Demonstration of Lightpath Reconfiguration for BBU Aggregation in the SDN-Enabled Optical Fronthaul Networks. ECOC (2017)
Jiawei Zhang, Hao Yu, Yuefeng Ji, Hui Li, Xiaosong Yu, Yongli Zhao, Han Li
Demonstration of radio and optical orchestration for improved coordinated multi-point (CoMP) service over flexible optical fronthaul transport networks. OFC (2017)
Jiawei Zhang, Yuefeng Ji, Xiangzi Xu, Hui Li, Yongli Zhao, Jie Zhang
Energy Efficient Baseband Unit Aggregation in Cloud Radio and Optical Access Networks. JOCN 8 (11) (2016)
Gang Wang, Rentao Gu, Jiawei Zhang, Hui Li, Yuefeng Ji
Asynchronous delivery oriented efficient resource allocation in TWDM-PON enabled fronthaul. OnlineGreenComm (2016)
Yuefeng Ji, Jiawei Zhang, Yongli Zhao, Xiaosong Yu, Jie Zhang, Xue Chen
Prospects and research issues in multi-dimensional all optical networks. Sci. China Inf. Sci. 59 (10) (2016)
Jiawei Zhang, Yuefeng Ji, Mei Song, Hui Li, Rentao Gu, Yongli Zhao, Jie Zhang
Dynamic Virtual Network Embedding Over Multilayer Optical Networks. JOCN 7 (9) (2015)
Xiaosong Yu, Massimo Tornatore, Ming Xia, Jianping Wang, Jiawei Zhang, Yongli Zhao, Jie Zhang, Biswanath Mukherjee
Migration from fixed grid to flexible grid in optical networks. IEEE Commun. Mag. 53 (2) (2015)
Jiawei Zhang, Yongli Zhao, Xiaosong Yu, Jie Zhang, Mei Song, Yuefeng Ji, Biswanath Mukherjee
Energy-Efficient Traffic Grooming in Sliceable-Transponder-Equipped IP-Over-Elastic Optical Networks [Invited]. JOCN 7 (1) (2015)
Jiawei Zhang, Yuefeng Ji, Jie Zhang, Rentao Gu, Yongli Zhao, Siming Liu, Kun Xu, Mei Song, Han Li, Xinbo Wang
Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity. IEEE Commun. Mag. 53 (9) (2015)
Jiawei Zhang, Yongli Zhao, Jie Zhang, Biswanath Mukherjee
Energy efficiency of IP-over-Elastic optical networks with sliceable optical transponder. OFC (2014)
Xiaosong Yu, Yongli Zhao, Jie Zhang, Lingnan Gao, Jiawei Zhang, Xinbo Wang
Spectrum defragmentation implementation based on software defined networking (SDN) in flexi-grid optical networks. ICNC (2014)
Jiawei Zhang, Yongli Zhao, Xiaosong Yu, Jie Zhang, Biswanath Mukherjee
Auxiliary graph model for dynamic traffic grooming in elastic optical networks with sliceable optical transponder. ECOC (2014)
Xiaosong Yu, Yongli Zhao, Jie Zhang, Biswanath Mukherjee, Jiawei Zhang, Xinbo Wang
Static routing and spectrum assignment in co-existing fixed/flex grid optical networks. OFC (2014)
Xiaosong Yu, Massimo Tornatore, Yongli Zhao, Jiawei Zhang, Xinbo Wang, Shuqiang Zhang, Rui Wang, Jianping Wang, Jie Zhang, Biswanath Mukherjee
When and how should the optical network be upgraded to flex grid? ECOC (2014)
Xiaosong Yu, Yongli Zhao, Jiawei Zhang, Xinbo Wang, Jianping Wang, Jie Zhang
Spectrum engineering in flexible grid data center optical networks. Opt. Switch. Netw. 14 (2014)
Jie Zhang, Jiawei Zhang, Yongli Zhao, Xinbo Wang
Time-dependent spectrum resource sharing in flexible bandwidth optical networks. IET Networks 1 (4) (2012)
Xinbo Wang, Yongli Zhao, Jiawei Zhang, Xiaosong Yu, Jie Zhang
Consecutiveness loss-aware routing and spectrum assignment algorithm in flexible bandwidth optical networks. CHINACOM (2012)
Yongli Zhao, Jie Zhang, Jiawei Zhang, Wanyi Gu
Analysis of blocking probability For OFDM-based bandwidth-variable optical networks. CHINACOM (2012)