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Optimal Computation Resource Allocation in Vehicular Edge Computing
2019Vehicular edge computing is proposed as a new promising paradigm that provides cloud computation capabilities in close proximity to vehicles, which can augment the capabilities of vehicles. In this paper, we study the problem of computation resource allocation of edge servers for a vehicular edge computing system.
Shiyu Du +3 more
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Embedded Deep Learning for Vehicular Edge Computing
2018 IEEE/ACM Symposium on Edge Computing (SEC), 2018The accuracy of object recognition has been greatly improved due to the rapid development of deep learning, but the deep learning generally requires a lot of training data and the training process is very slow and complex. In this work, an Intel Movidius" Neural Compute Stick along with Raspberry Pi 3 Model B is used to analyze the objects in the real ...
Jacob Hochstetler +4 more
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Computation Offloading with Reliability Guarantee in Vehicular Edge Computing Systems
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 2020This paper investigates the reliable computation offloading in vehicular edge computing (VEC) systems. Compared with the traditional task replication method in which task replicas are typically assigned to multiple service vehicles at the same time, in our work, a task vehicle allocates the computation tasks and communication resources to its ...
Zhongjie He +7 more
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A Survey on Vehicular Edge Computing Architectures
2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022Jaehwan Lee, Woongsoo Na
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Asynchronous Federated based Vehicular Edge Computation Offloading
IEEE Transactions on Vehicular Technology<p>The expansion of vehicle-to-everything (V2X) systems has grown substantially in recent years due to technological breakthroughs like vehicle edge computing (VEC) and 5G. The rapidly developing field of VEC transfers computationally demanding activities to a nearby VEC server, allowing realtime applications for vehicles.
Anitha Saravana Kumar +2 more
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Dynamic Edge Server Placement for Computation Offloading in Vehicular Edge Computing
2023 International Conference on Information Networking (ICOIN), 2023Dhruv Nakrani +2 more
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Collaborative Task Offloading for Vehicular Edge Computing
2022 IEEE 22nd International Conference on Communication Technology (ICCT), 2022Yujun Ming, Supeng Leng
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Task offloading for vehicular edge computing with edge-cloud cooperation
World Wide Web, 2022Fei Dai 0002 +4 more
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