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18th CollaborateCom 2022: Hangzhou, China - Part I
- Honghao Gao, Xinheng Wang, Wei Wei, Tasos Dagiuklas:
Collaborative Computing: Networking, Applications and Worksharing - 18th EAI International Conference, CollaborateCom 2022, Hangzhou, China, October 15-16, 2022, Proceedings, Part I. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 460, Springer 2022, ISBN 978-3-031-24382-0
Recommendation System
- Ziming Xie, Buqing Cao, Xinwen Liyan, Bing Tang, Yueying Qing, Xiang Xie, Siyuan Wang:
A Negative Sampling-Based Service Recommendation Method. 3-19 - Zhen Chen, Yujie Li, Yuying Wang, Xiaowei Liu, Yifan Xing, Linlin Liu, Dianlong You, Limin Shen:
Knowledge Graph Enhanced Web API Recommendation via Neighbor Information Propagation for Multi-service Application Development. 20-40 - Yulu Li, Wenjun Wang, Qiyao Peng, Hongtao Liu, Minglai Shao, Pengfei Jiao:
Expertise-Oriented Explainable Question Routing. 41-57 - Siyuan Wang, Buqing Cao, Xiang Xie, Lulu Zhang, Guosheng Kang, Jianxun Liu:
An API Recommendation Method Based on Beneficial Interaction. 58-72 - Yizhu Zhao, Jun Zeng, Min Gao, Wei Zhou, Junhao Wen:
A Flow Prediction Model of Bike-Sharing Based on Cycling Context. 73-92
Federated Learning and Application
- Ertong Shang, Zhuo Yang, Hui Liu, Junzhao Du, Xingyu Wang:
FedFR: Evaluation and Selection of Loss Functions for Federated Face Recognition. 95-114 - Chen Zhao, Zhipeng Gao, Qian Wang, Zijia Mo, Xinlei Yu:
FedCL: An Efficient Federated Unsupervised Learning for Model Sharing in IoT. 115-134 - Wenyuan Zhang, Guangjun Wu, Yongfei Liu, Binbin Li, Jiawei Sun:
Edge Federated Learning for Social Profit Optimality: A Cooperative Game Approach. 135-153 - Dongyi Zheng, Yeting Guo, Fang Liu, Nong Xiao, Lu Gao:
MetaEM: Meta Embedding Mapping for Federated Cross-domain Recommendation to Cold-Start Users. 154-172 - Zhiwen Xiao, Tao Tao, Zhuo Chen, Meng Yang, Jing Shang, Zhihui Wu, Zhiwei Guo:
A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning. 173-189
Edge Computing and Collaborative Working
- Jifeng Chen, Yang Yang:
A Context-Aware Approach to Scheduling of Multi-Data-Source Tasks in Mobile Edge Computing. 193-212 - Xiaotian Zou, Jin Wang, Can Liu, Lingzhi Li, Fei Gu, Guojing Li:
Secure and Private Coding for Edge Computing Against Cooperative Attack with Low Communication Cost and Computational Load. 213-232 - Wei Xu, Bing Tang, Feiyan Guo, Xiaoyuan Zhang:
Availability-Constrained Application Deployment in Hybrid Cloud-Edge Collaborative Environment. 233-248 - Qinghong Hu, Qinglan Peng, Jiaxing Shang, Yong Li, Junjie He:
EBA: An Adaptive Large Neighborhood Search-Based Approach for Edge Bandwidth Allocation. 249-268 - Wen Peng, Hongyue Wu, Shizhan Chen, Lei Dong, Zhuofeng Zhao, Zhiyong Feng:
System Completion Time Minimization with Edge Server Onboard Unmanned Vehicle. 269-289 - Rong Xie, Yuchen Wang, Mengting Jiang:
An Approach to the Synchronization of Dynamic Complex Network Combining Degree Distribution and Eigenvector Criteria. 290-308 - Fei Zhao, Lei Shi, Yi Shi, Shuangliang Zhao, Zengwei Lv:
An Energy-Saving Strategy for 5G Base Stations in Vehicular Edge Computing. 309-325 - Xurong Zhang, Xiaofeng Wang, Yuan Liu, Zhaohong Deng:
An Efficient Scheduling Strategy for Containers Based on Kubernetes. 326-342 - Shuangliang Zhao, Lei Shi, Yi Shi, Fei Zhao, Yuqi Fan:
NOMA-Based Task Offloading and Allocation in Vehicular Edge Computing Networks. 343-359 - Junyi Zhu, Liping Wang, Yanxiu Liu, Ping-Kuo Chen, Guodao Zhang:
A Collaborative Graph Convolutional Networks and Learning Styles Model for Courses Recommendation. 360-377 - Lu Zhang, Shizhan Chen, Xiao Xue, Hongyue Wu, Guodong Fan, Chao Wang, Zhiyong Feng:
Exploring the Impact of Structural Holes on the Value Creation in Service Ecosystems. 378-395 - Chenping Huang, Bin Cao:
Learning Dialogue Policy Efficiently Through Dyna Proximal Policy Optimization. 396-414 - Zhongxue Li, Hao Wu, Xin Wang, Yiji Zhao, Lei Zhang:
Self-gated FM: Revisiting the Weight of Feature Interactions for CTR Prediction. 415-432 - Zhixiong Ye, Zhiyong Feng, Jianmao Xiao, Yuqing Gao, Guodong Fan, Huwei Zhang, Shizhan Chen:
Heterogeneous Graph Neural Network-Based Software Developer Recommendation. 433-452
Blockchain Applications
- Shuai Su, Chi Chen, Xiaojie Zhu:
FAV-BFT: An Efficient File Authenticity Verification Protocol for Blockchain-Based File-Sharing System. 455-474 - Xikun Jiang, Chenhao Ying, Xinchun Yu, Boris Düdder, Yuan Luo:
Incentive Mechanism Design for Uncertain Tasks in Mobile Crowd Sensing Systems Utilizing Smart Contract in Blockchain. 475-493 - Yu Hao, Bo Cui, Ru Li, Tingting Song, Wenhan Hou:
Research on the Update Method of CP-ABE Access Control Strategy Based on Smart Contract. 494-513 - Zhipeng Gao, Huangqi Li, Yijing Lin, Ze Chai, Yang Yang, Lanlan Rui:
Effective Blockchain-Based Asynchronous Federated Learning for Edge-Computing. 514-532 - Yan Jin, Chunxiao Ye, Mengqing Yang, Chunming Ye:
One-Time Anonymous Certificateless Signcryption Scheme Based on Blockchain. 533-551
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