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08/26/2023
Location Privacy and Spectrum Efficiency Enhancement in Spectrum Sharing Systems
In this work, we investigate the benefits of secondary user (SU) network...
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05/18/2023
Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness
Systems for serving inference requests on graph neural networks (GNN) mu...
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07/05/2022
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing
Big data processing at the production scale presents a highly complex en...
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10/17/2021
Improving Dither Modulation based Robust Steganography by Overflow Suppression
Nowadays, people are sharing their pictures on online social networks (O...
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01/22/2021
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries
Trajectory similarity computation is a fundamental component in a variet...
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01/04/2021
A Pluggable Learned Index Method via Sampling and Gap Insertion
Database indexes facilitate data retrieval and benefit broad application...
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10/12/2020
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Deep neural networks are widely used in personalized recommendation syst...
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09/28/2020
Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version)
Incremental processing is widely-adopted in many applications, ranging f...
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09/20/2019
Intelligent Policing Strategy for Traffic Violation Prevention
Police officer presence at an intersection discourages a potential traff...
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08/27/2019
Physical Layer Key Generation in 5G Wireless Networks
The bloom of the fifth generation (5G) communication and beyond serves a...
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08/26/2019
Multi-stage Deep Classifier Cascades for Open World Recognition
At present, object recognition studies are mostly conducted in a closed ...
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05/15/2019
Machine Learning-Based Delay-Aware UAV Detection and Operation Mode Identification over Encrypted Wi-Fi Traffic
The consumer UAV (unmanned aerial vehicle) market has grown significantl...
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08/29/2018
A Survey on Simulation Tools and Testbeds for Cognitive Radio Networks Study
Efficient utility of radio spectrum has been a hot topic as the wireless...
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05/01/2018
Explore Recurrent Neural Network for PUE Attack Detection in Practical CRN Models
The proliferation of the Internet of Things (IoTs) and pervasive use of ...
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04/24/2018
An Adaptive Primary User Emulation Attack Detection Mechanism for Cognitive Radio Networks
The proliferation of advanced information technologies (IT), especially ...
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12/26/2017
