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检索条件"丛书名=Computer Communications and Networks"
4934 条 记 录,以下是31-40 订阅
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Towards Optimal Load Balancing in Multi-Zone Kubernetes Clusters via Reinforcement Learning  33
Towards Optimal Load Balancing in Multi-Zone Kubernetes Clus...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Santos, Jose Wauters, Tim De Turck, Filip Steenkiste, Peter Ghent Univ Imec Dept Informat Technol IDLab Ghent Belgium Carnegie Mellon Univ Dept Comp Sci & Elect & Comp Engn Pittsburgh PA 15213 USA
With the advent of container technology, companies have been developing microservice-based applications, converting the old monolithic software into a group of loosely coupled containers, with the aim of offering grea... 详细信息
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Learning-Based WiFi Fingerprint Inpainting via Generative Adversarial networks  33
Learning-Based WiFi Fingerprint Inpainting via Generative Ad...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Chan, Yu Lin, Pin-Yu Tseng, Yu-Yun Chen, Jen-Jee Tseng, Yu-Chee Natl Yang Ming Chiao Tung Univ Coll Artificial Intelligence Tainan Taiwan
WiFi-based indoor positioning has been extensively studied. A fundamental issue in such solutions is the collection of WiFi fingerprints. However, due to real-world constraints, collecting complete fingerprints at all... 详细信息
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ViEdge: An Edge-based Platform for Video Analytics Applications in Smart Estates  33
ViEdge: An Edge-based Platform for Video Analytics Applicati...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Choudhary, Vishal Aggarwal, Rahul Lim, Hock Beng Chen, Binbin Singapore Univ Technol & Design Ctr Smart Syst CS2 Singapore Singapore Singapore Univ Technol & Design Informat Syst Technol & Design Pillar ISTD Singapore Singapore
Video analytics plays a crucial role in the development of smart estates and cities. Applications such as garbage dumping detection, lift monitoring, safety surveillance, etc. rely on video analytics, and require fast... 详细信息
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Beyond Traditional Methods: Deep Learning with Data Augmentation for Robust Access Control  33
Beyond Traditional Methods: Deep Learning with Data Augmenta...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Al Lail, Mustafa Pinto, Daniela Almanza, Luis Alvarez Salazar, Francisco Rizzi, Carolina Texas A&M Int Univ Sch Engn Laredo TX 78041 USA
Access control systems in large organizations often struggle with managing complex policies and workloads. However, there is potential for deep learning models to address these challenges. This study delves into the s... 详细信息
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Multimodal Frequeny Spectrum Fusion Schema for RGB-T Image Semantic Segmentation  33
Multimodal Frequeny Spectrum Fusion Schema for RGB-T Image S...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Liu, Hengyan Zhang, Wenzhang Dai, Tianhong Yin, Longfei Ren, Guangyu Xian Jiaotong Liverpool Univ Sch AI & Adv Comp Suzhou Peoples R China Xian Jiaotong Liverpool Univ Sch Internet Things Suzhou Peoples R China Univ Aberdeen Dept Comp Sci Aberdeen Scotland Imperial Coll London Dept Elect & Elect Engn London England
Semantic segmentation confronts challenges with traditional networks tailored exclusively for RGB inputs, which may suffer from quality degradation under adverse conditions like low-level illumination or inclement wea... 详细信息
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Appro-Fun: Approximate Machine Unlearning in Federated Setting  33
Appro-Fun: Approximate Machine Unlearning in Federated Setti...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Xiong, Zuobin Li, Wei Cai, Zhipeng Univ Nevada Dept Comp Sci Las Vegas NV 89154 USA Georgia State Univ Dept Comp Sci Atlanta GA USA
Machine learning models contain much information about the training dataset, so even if some data points are deleted, the private information can still be inferred. To counteract this problem, "machine unlearning... 详细信息
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Agent Deprogramming Finetuning Away Backdoor Triggers for Secure Machine Learning Models/LLMs  33
Agent Deprogramming Finetuning Away Backdoor Triggers for Se...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Edwards, Demarcus Rawat, Danda B. Howard Univ Dept Elect Engn & Comp Sci Washington DC 20059 USA
Adversarial fine-tuning has shown promise in improving model robustness against test-time perturbations, but its effectiveness in mitigating backdoor attacks in language models remains understudied. This work investig... 详细信息
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Traffic Engineering in Large-scale networks via Multi-Agent Deep Reinforcement Learning with Joint-Training  33
Traffic Engineering in Large-scale Networks via Multi-Agent ...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Van An Le Duc Long Nguyen Phi Le Nguyen Ji, Yusheng Natl Inst Adv Ind Sci & Technol Tokyo Japan Hanoi Univ Sci & Technol Hanoi Vietnam Natl Inst Informat Tokyo Japan
Reinforcement learning (RL) has been successfully applied in many fields for building autonomous systems, such as robotics and telecommunications. With its self-learning ability, RL provides a framework for learning f... 详细信息
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Implementation and Performance Measurement of the SUHDSA(Secure, Useful, and High-performance Data-Stream Anonymization) plus Algorithm  33
Implementation and Performance Measurement of the SUHDSA(Sec...
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Lee, Jiyeon Kim, Soonseok Halla Univ Dept AI Informat Secur Wonju South Korea
This paper focuses on tables in microdata format, where each tuple contains specific individual information collected in real-time and stored at the tuple level. The collected information within each tuple, being pers... 详细信息
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Usage-Dependent Quality of Service for Free WiFi networks  33
Usage-Dependent Quality of Service for Free WiFi Networks
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33rd IEEE International Conference on computer communications and networks (ICCCN)
作者: Laidig, Robin Herrmann, Jona Duerr, Frank Rothermel, Kurt Univ Stuttgart IPVS Stuttgart Germany
Free WiFi services offer Internet access at many public places like airports or in public transport vehicles. However, the experienced Quality of Service is often poor and unequal between users. While some users can r... 详细信息
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