Collaborative Computing: Networking, Applications and Worksharing 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part II

This two-volume set constitutes the refereed proceedings of the 16th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2020, held in Shanghai, China, in October 2020. The 61 full papers and 16 short papers presented were carefully reviewed...

Full description

Bibliographic Details
Other Authors: Gao, Honghao (Editor), Wang, Xinheng (Editor), Iqbal, Muddesar (Editor), Yin, Yuyu (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Series:Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
LEADER 04016nmm a2200397 u 4500
001 EB001957286
003 EBX01000000000000001120188
005 00000000000000.0
007 cr|||||||||||||||||||||
008 210208 ||| eng
020 |a 9783030675400 
100 1 |a Gao, Honghao  |e [editor] 
245 0 0 |a Collaborative Computing: Networking, Applications and Worksharing  |h Elektronische Ressource  |b 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part II  |c edited by Honghao Gao, Xinheng Wang, Muddesar Iqbal, Yuyu Yin, Jianwei Yin, Ning Gu 
250 |a 1st ed. 2021 
260 |a Cham  |b Springer International Publishing  |c 2021, 2021 
300 |a XVIII, 578 p. 237 illus., 173 illus. in color  |b online resource 
505 0 |a Artificial Intelligence -- AI Application and Optimization -- Classification and Recommendation -- Internet of Things -- Collaborative Robotics and Autonomous Systems -- Smart Transportation -- Self-organised Flocking with Simulated Homogeneous Robotic Swarm -- Investigation of Cue-based Aggregation Behaviour in Complex Environments -- Towards Efficient and Privacy-Preserving Service QoS -- Prediction with Federated Learning -- A Reinforcement Learning based Approach to Identify Resource Bottlenecks for Multiple Services Interactions in Cloud Computing Environments -- Differentially Private Location Protection with Staircase Mechanism under Temporal Correlations -- Resource Management -- Mobile Edge Server Placement Based on Bionic Swarm Intelligent Optimization Algorithm -- A MOEAD-based Approach to Solving the Staff Scheduling Problem -- A deep reinforcement learning based resource autonomic provisioning approach for cloud services -- End-to-end QoS Aggregation and Container Allocation for Complex Microservice Flows -- A DQN-based Approach for Online Service Placement in Mobile Edge Computing -- A Hybrid Collaborative Virtual Environment with Heterogeneous Representations for Architectural Planning -- Smart Transportation -- T2I-CycleGAN: A CycleGAN for Maritime Road Network Extraction from Crowdsourcing Spatio-Temporal AIS Trajectory Data -- Where is the Next Path? A Deep Learning Approach to Path Prediction without Prior Road Networks HMM-based Traffic State Prediction And Adaptive Routing Method In VANETs -- A Hybrid Deep Learning Approach for Traffic Flow Prediction in Highway Domain -- HomoNet: Unified License Plate Detection andRecognition in Complex Scenes. 
653 |a Machine learning 
653 |a Information Systems and Communication Service 
653 |a Computer Applications 
653 |a Information Storage and Retrieval 
653 |a Operating systems (Computers) 
653 |a Computers 
653 |a Application software 
653 |a Operating Systems 
653 |a Machine Learning 
653 |a Information storage and retrieval 
700 1 |a Wang, Xinheng  |e [editor] 
700 1 |a Iqbal, Muddesar  |e [editor] 
700 1 |a Yin, Yuyu  |e [editor] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
490 0 |a Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 
856 4 0 |u https://doi.org/10.1007/978-3-030-67540-0?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 025.04 
520 |a This two-volume set constitutes the refereed proceedings of the 16th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2020, held in Shanghai, China, in October 2020. The 61 full papers and 16 short papers presented were carefully reviewed and selected from 211 submissions. The papers reflect the conference sessions as follows: Collaborative Applications for Network and E-Commerce; Optimization for Collaborate System; Cloud and Edge Computing; Artificial Intelligence; AI Application and Optimization; Classification and Recommendation; Internet of Things; Collaborative Robotics and Autonomous Systems; Smart Transportation