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ORCID20th NPC 2024: Haikou, China - Part II
- Xu Chen, Geyong Min, Deke Guo, Xia Xie, Lingjun Pu:
Network and Parallel Computing - 20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15528, Springer 2025, ISBN 978-981-96-2863-6
Edge Computing and Intelligence
- Heping Gou, Bo Peng, Qiang Li, Xinyu Zhang, Xinxin Chen:
A Fair Cooperation Strategy in the Edge-Edge Collaboration Scenario. 3-14 - Qi Zhang
, Jianhang Zhu, Jie Gong:
Joint Optimization of Transmission and Computation for Multi-source MEC System Based on Deep Reinforcement Learning. 15-27 - Ziqi Lin, Zhenli He, Xiaolong Zhai, Yuanfei Xiao:
MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC. 28-39 - Zhihao Peng, Guocheng Liao:
NBS-Based Mobile Edge Computing: A Joint Optimization of QoS and Energy in Computation Offloading. 40-50 - Weijie Chen, Li Lin, Jinbo Xiong, Jiayin Lin, Ruihong Huang, Xing Wang:
Optimizing Resource Allocation in the Internet of Vehicles: An Intelligent Vehicle-Edge-Cloud Collaboration Approach. 51-62 - Peihao Li, Jie Huang, Shuaishuai Zhang, Chunyang Qi:
Proactive Intellectual Property Protection for Edge AI Models. 63-74 - Huiyu Wang, Zhicheng Liu, Xiaofei Wang, Chao Qiu, Cheng Zhang, Wenyu Wang, Qianwen Ye:
SC-TSDRL: A Cloud-Edge Collaboration Framework for Diffusion Model Inference Acceleration. 75-87 - Mei Du, Xiaobin Tan, Yaying Pan, Mingyang Wang, Shunyi Wang, Quan Zheng:
Vickrey Auction Offloading for Edge-Assisted Video Analytics with Dynamic Gain Prediction. 88-100
Federated Learning Algorithms and Systems
- Yani Wang, Zuobin Ying, Zijie Pan, Enmin Zhu, Wanlei Zhou:
An Efficient Federated Meta Unlearning Algorithm with Enhanced Privacy Protection. 103-114 - Lin Xu, Zhenni Feng:
Balanced Federated Learning with Two-Stage Client Selection for Internet of Vehicles. 115-126 - Hanwen Zhang, Peichun Li, Jiawen Kang, Liping Qian, Yuan Wu, Dusit Niyato:
Efficient Federated Learning with Cost-Adjustable Generative AI over Heterogeneous Edge Devices. 127-139 - Zhiyu Fang, Boyang Li, Jiahui Liao, Siheng Ren, Kai Huang:
FedDeSnowNet: Federated De-snowing Network for LiDAR Point Clouds. 140-152 - Lijun Chen, Yudong Zhang, Xia Xie, Mianxiong Dong, Kaoru Ota:
Federal Knowledge Graph Embedding Based on Incentive Mechanism. 153-165 - Haizhou Du, Yan Peng:
FedZipper: A Layer-wise Quantization Compression Framework for Federated Learning with Statistical Heterogeneity. 166-178 - Rui Zhao, Xiao Yang, Xiaowen Duan, Lei Qiao, Rui Zhou, Qingguo Zhou:
Heterogeneous Federated Learning with Controlled Gradient Variate of Client Momentum. 179-191 - Siyuan Wu, Yipeng Zhou, Miao Hu, Di Wu:
No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation. 192-204 - Chunmei Ma, Haonan Chen, Xiangqian Li, Yuxiang Wang, Guangshun Li, Baogui Huang:
Trustworthy and Incentivized Federated Learning Based on Blockchain. 205-216
Emerging Networks
- Chen Chen, Chenqiang Tong, Li Cong, Zhiyi Wang, Fan Jin, Xiaobo Zhou, Qingqi Pei:
A Satellite-Ground Link Handover Strategy in LEO Networks Using Advantage Actor-Critic Algorithm. 219-230 - Peng Chen, Jixian Zhang:
A Utility-Adjustable Reverse Auction Mechanism for UAV Data Collection Task Allocation. 231-248 - Yuben Qu, Jiyuan Xie, Haipeng Dai, Chao Dong, Fan Wu, Qihui Wu, Guihai Chen:
Adaptive Switching of Lightweight and Complex DNNs for Air-Ground Collaborative Intelligence. 249-260 - Ang He, Zili Lu, Baolin Qin, Heng Pan, Xueming Si, Yueyue Dai, Xiaoyan Huang, Yan Zhang:
ADMM for Energy-Efficient Computation Offloading in Marine Mobile Edge Computing Networks. 261-272 - Jia Chen, Xiaojun Zhu, Chao Dong:
Analytical Route Discovery Time Estimation for UAV Networks. 273-285 - Pengcheng Li, Qiuling Yang, Miao Wei, Rongxin Zhu:
Cross-Layer Intrusion Detection in UWSNs Using an Optimized CNN-LSTM Model. 286-298 - Tianchi Su, Qian Ma:
Efficient Task Offloading in MEC via UAV-UGV Collaboration. 299-310 - Yan Li, Zhaozhi Yi, Qingmin Long, Lailong Luo, Deke Guo:
SUCP Analysis for Region-Centric UAV-Assisted MEC Networks. 311-321 - Juan Luo, Weiyu Yin, Ying Qiao, Shuyang Teng:
Task Offloading Optimization in Multi-layer LEO Satellite-Terrestrial Integrated Networks with Hybrid Cloud and Edge Computing. 322-333
In-network Computing and Processing
- Xilai Liu, Xinyi Zhang, Bingqing Liu, Tao Li, Tong Yang, Gaogang Xie:
2FA Sketch: Two-Factor Armor Sketch for Accurate and Efficient Heavy Hitter Detection in Data Streams. 337-350 - Anlei Hu, Liangyi Gong, Jieling Xie, Yufu Li, Gaogang Xie:
A Large-Scale Study of Abnormal Recursive DNS. 351-362 - Bo Chai, Xiaobin Tan, Shenzhi Yuan, Guangge Jia, Qiushi Meng, Weifeng Wang, Shiyin Zhu:
Adaptive Gradient Data Partition and Route Selection for Distributed DNN Training. 363-375 - Jiuyi Liu, Anbang Wan, Dongzhan Zhang:
DeepSight: In-Network Packet Loss Management for TCP Applications. 376-389 - Jianqun Cui, Mengnan Gao, Yanan Chang, Huiran Yan, Zhiyuan Ma:
DTN Routing Algorithm Based on Social Center and Classifier. 390-402 - Qiankun Ren, Xinli Xiong, Jingju Liu:
E2E-AutoPT: An End-to-End Automated Penetration Testing with LSTM-PPO Approach. 403-416 - Yuyang Shen, Jun Tao, Linxiao Yu, Yuantu Luo:
EAMTI: A Novel Method Toward Early and Accurate Malicious Traffic Identification. 417-429 - Jiao Meng, Zhihao Qu, Wenxuan Zhou, Shihong Hu, Baoliu Ye:
Gradient-Aware Incremental Network Quantization. 430-441 - Zhuangye Luo, Feng Zeng, Xi Chen:
Providing Fine-Grained Latency Control for Time Sensitive Networking: A Reordering Method. 442-453 - Yupeng Xiao, Yaxuan Chen, Xin Zhao, Jingpu Duan, Xiaoxi Zhang, Weichao Li, Xiaofeng Tao:
rpkt: A Generic, Safe, and Efficient Userspace Packet Processing Library in Rust. 454-465 - Hongyun Gao, Laiping Zhao, Keqiu Li:
RuleAlchemy: Bidirectional Conflict-Aware Rule Aggregation for Crossed Probing Paths in SDN. 466-478 - Lang Dai, Lu Tang:
RVCC: Congestion Control to Reduce Victim Flows in Data Center Networks. 479-491 - Hongze Zhou, Dinghuang Hu, Guoyuan Yuan, Zejia Zhou, Dezun Dong:
TAB: Traffic-Aware Buffer Management on Programmable Switches. 492-503
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