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020 _a9783030675400
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024 7 _a10.1007/978-3-030-67540-0
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245 1 0 _aCollaborative Computing: Networking, Applications and Worksharing
_h[electronic resource] :
_b16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part II /
_cedited by Honghao Gao, Xinheng Wang, Muddesar Iqbal, Yuyu Yin, Jianwei Yin, Ning Gu.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXVIII, 578 p. 237 illus., 173 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
_x1867-822X ;
_v350
505 0 _aArtificial 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. .
520 _aThis 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.
650 0 _aInformation storage and retrieval systems.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aApplication software.
650 0 _aMachine learning.
650 0 _aOperating systems (Computers).
650 1 4 _aInformation Storage and Retrieval.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aMachine Learning.
650 2 4 _aOperating Systems.
700 1 _aGao, Honghao.
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700 1 _aWang, Xinheng.
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700 1 _aIqbal, Muddesar.
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700 1 _aYin, Yuyu.
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700 1 _aYin, Jianwei.
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700 1 _aGu, Ning.
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783030675417
830 0 _aLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
_x1867-822X ;
_v350
856 4 0 _uhttps://doi.org/10.1007/978-3-030-67540-0
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