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16th CollaborateCom 2020: Shanghai, China - Part II
- Honghao Gao, Xinheng Wang, Muddesar Iqbal, Yuyu Yin, Jianwei Yin, Ning Gu:
Collaborative Computing: Networking, Applications and Worksharing - 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16-18, 2020, Proceedings, Part II. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 350, Springer 2021, ISBN 978-3-030-67539-4
Collaborative Robotics and Autonomous Systems
- Zhe Ban, Craig West, Barry Lennox, Farshad Arvin:
Self-organised Flocking with Simulated Homogeneous Robotic Swarm. 3-17 - Shiyi Wang, Ali Emre Turgut, Thomas Schmickl
, Barry Lennox, Farshad Arvin:
Investigation of Cue-Based Aggregation Behaviour in Complex Environments. 18-36 - Yilei Zhang, Xiao Zhang, Xinyuan Li:
Towards Efficient and Privacy-Preserving Service QoS Prediction with Federated Learning. 37-57 - Lingxiao Xu, Minxian Xu
A Reinforcement Learning Based Approach to Identify Resource Bottlenecks for Multiple Services Interactions in Cloud Computing Environments. 58-74 - Rong Fang, Jianmin Han, Juan Yu, Xin Yao, Hao Peng, Jianfeng Lu:
Differentially Private Location Preservation with Staircase Mechanism Under Temporal Correlations. 75-92
Resource Management
- Feiyan Guo, Bing Tang, Linyao Kang, Li Zhang:
Mobile Edge Server Placement Based on Bionic Swarm Intelligent Optimization Algorithm. 95-111 - Feng Hong, Hao Chen, Bin Cao, Jing Fan:
A MOEAD-Based Approach to Solving the Staff Scheduling Problem. 112-131 - Qing Zong, Xiangwei Zheng, Yi Wei, Hongfeng Sun:
A Deep Reinforcement Learning Based Resource Autonomic Provisioning Approach for Cloud Services. 132-153 - Min Zhou, Yingbo Wu, Jie Wu:
End-to-End QoS Aggregation and Container Allocation for Complex Microservice Flows. 154-168 - Xiaogan Jie, Tong Liu, Honghao Gao, Chenhong Cao, Peng Wang, Weiqin Tong:
A DQN-Based Approach for Online Service Placement in Mobile Edge Computing. 169-183 - Krishna Bharadwaj, Andrew E. Johnson:
A Hybrid Collaborative Virtual Environment with Heterogeneous Representations for Architectural Planning. 184-199
Smart Transportation
- Xuankai Yang, Guiling Wang
T2I-CycleGAN: A CycleGAN for Maritime Road Network Extraction from Crowdsourcing Spatio-Temporal AIS Trajectory Data. 203-218 - Guiling Wang
Where Is the Next Path? A Deep Learning Approach to Path Prediction Without Prior Road Networks. 219-235 - Kaihan Gao, Xu Ding, Juan Xu, Fan Yang, Chong Zhao:
HMM-Based Traffic State Prediction and Adaptive Routing Method in VANETs. 236-252 - Zhe Wang, Weilong Ding
A Hybrid Deep Learning Approach for Traffic Flow Prediction in Highway Domain. 253-267 - Yuxin Yang, Wei Xi, Chenkai Zhu, Yihan Zhao:
HomoNet: Unified License Plate Detection and Recognition in Complex Scenes. 268-282
Resource Management in Artificial Intelligence
- Qinglan Peng, Wanbo Zheng, Yunni Xia, Chunrong Wu, Yin Li, Mei Long, Xiaobo Li:
Reactive Workflow Scheduling in Fluctuant Infrastructure-as-a-Service Clouds Using Deep Reinforcement Learning. 285-304 - Youbing Zhong, Zhou Zhou, Xuan Liu
BPA: The Optimal Placement of Interdependent VNFs in Many-Core System. 305-319 - Cheng Xu, Yulin Chen, Shihong Duan, Hang Wu, Yue Qi:
Cooperative Source Seeking in Scalar Field: A Virtual Structure-Based Spatial-Temporal Method. 320-336 - Gongju Wang, Dianxi Shi, Chao Xue, Hao Jiang, Yajie Wang:
BiC-DDPG: Bidirectionally-Coordinated Nets for Deep Multi-agent Reinforcement Learning. 337-354 - Bo Lin, Shuiguang Deng
FocAnnot: Patch-Wise Active Learning for Intensive Cell Image Segmentation. 355-371
Short Paper Track
- Kailing Ye, Huiqun Yu, Guisheng Fan, Liqiong Chen:
EFMLP: A Novel Model for Web Service QoS Prediction. 375-385 - Wei Peng, Xiaoping Liu, Lanping Wu:
Automated Detection of Standard Image Planes in 3D Echocardiographic Images. 386-395 - Yueqing Jing, Yanming Chen
Distributed Color-Based Particle Filter for Target Tracking in Camera Network. 396-406 - Hamza Sellak
Towards a Trusted Collaborative Medical Decision-Making Platform. 407-418 - Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang, Liqiong Chen:
Code Prediction Based on Graph Embedding Model. 419-430 - Yuxiao Lei, Yucong Duan, Mengmeng Song:
Technical Implementation Framework of AI Governance Policies for Cross-Modal Privacy Protection. 431-443 - Xiaoqian Zhang, Kun Ma
Toward Sliding Time Window of Low Watermark to Detect Delayed Stream Arrival. 444-454 - Jamie Pordoy
A Novel Approach for Seizure Classification Using Patient Specific Triggers: Pilot Study. 455-468 - Arash Sadeghi Amjadi, Mohsen Raoufi
Cooperative Pollution Source Exploration and Cleanup with a Bio-inspired Swarm Robot Aggregation. 469-481 - Fuxiao Zhou
A Tamper-Resistant and Decentralized Service for Cloud Storage Based on Layered Blockchain. 482-493 - Wendi Wu, Jinghua Li, Yunlong Wu, Xiaoguang Ren, Yuhua Tang:
Multi-UAV Adaptive Path Planning in Complex Environment Based on Behavior Tree. 494-505 - Xin Wang, Peng Li
Budget Constraint Task Allocation for Mobile Crowd Sensing with Hybrid Participant. 506-517 - Shichong Zhang, Yinghui Wang, Wenjun Wang, Pengfei Jiao
A Unified Bayesian Model of Community Detection in Attribute Networks with Power-Law Degree Distribution. 518-529
Workshop Track
- Yu Lu, Ningjiang Chen, Wenjuan Pu, Ruifeng Wang:
A New Collaborative Scheduling Mechanism Based on Grading Mapping for Resource Balance in Distributed Object Cloud Storage System. 533-549 - Rupa Ch., Gautam Srivastava, Thippa Reddy Gadekallu
A Blockchain Based Cloud Integrated IoT Architecture Using a Hybrid Design. 550-559 - Lei Yu, Yaoyao Wen, Shanshan Liang:
User Perspective Discovery Method Based on Deep Learning in Cloud Service Community. 560-574
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