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03/22/2023
Q-HyViT: Post-Training Quantization for Hybrid Vision Transformer with Bridge Block Reconstruction
Recently, vision transformers (ViT) have replaced convolutional neural n...
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01/19/2023
Joint Service Caching and Computing Resource Allocation for Edge Computing-Enabled Networks
In this paper, we consider the service caching and the computing resourc...
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10/26/2022
Average Age of Information Penalty of Short-Packet Communications with Packet Management
In this paper, we analyze the non-linear age of information (AoI) perfor...
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07/04/2022
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
Mobile devices run deep learning models for various purposes, such as im...
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02/10/2022
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment
To adopt convolutional neural networks (CNN) for a range of resource-con...
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02/18/2021
Latency Modeling of Hyperledger Fabric for Blockchain-enabled IoT Networks
Hyperledger Fabric (HLF), one of the most popular private blockchain pla...
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12/18/2020
Base Station Coordination Scheme for Multi-tier Ultra-dense Networks
In this paper, we consider a relative received link power (RRLP)-based c...
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10/28/2020
EC-SVC: Secure CAN Bus In-Vehicle Communications with Fine-grained Access Control Based on Edge Computing
In-vehicle communications are not designed for message exchange between ...
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06/04/2020
Is Blockchain Suitable for Data Freshness? – Age-of-Information Perspective
Recent advances in blockchain have led to a significant interest in deve...
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08/16/2019
Edge Computing-Enabled Cell-Free Massive MIMO Systems
Mobile edge computing (MEC) has been introduced to provide additional co...
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06/09/2018
ReHand: Secure Region-based Fast Handover with User Anonymity for Small Cell Networks in 5G
Due to the expectedly higher density of mobile devices and exhaust of ra...
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04/20/2018
Mobile Edge Computing-Enabled Heterogeneous Networks
The mobile edge computing (MEC) has been introduced for providing comput...
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03/20/2018