Výsledky vyhľadávania - "2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS)"

Understanding Distributed Poisoning Attack in Federated Learning Autor Cao, Di, Chang, Shan, Lin, Zhijian, Liu, Guohua, Sun, Donghong

“…Federated learning is inherently vulnerable to poisoning attacks, since no training samples will be released to and checked by trustworthy authority. Poisoning…”
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PPGAN: Privacy-Preserving Generative Adversarial Network Autor Liu, Yi, Peng, Jialiang, Yu, James J.Q., Wu, Yi

“…Generative Adversarial Network (GAN) and its variants serve as a perfect representation of the data generation model, providing researchers with a large amount…”
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Leveraging Spatio-Temporal Patterns for Predicting Citywide Traffic Crowd Flows Using Deep Hybrid Neural Networks Autor Ali, Ahmad, Zhu, Yanmin, Chen, Qiuxia, Yu, Jiadi, Cai, Haibin

“…Predicting the accurate traffic crowd flows is of practical importance for intelligent transportation systems (ITS). However, it is challenging because traffic…”
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The Automatic Text Classification Method Based on BERT and Feature Union Autor Li, Wenting, Gao, Shangbing, Zhou, Hong, Huang, Zihe, Zhang, Kewen, Li, Wei

“…For the traditional model based on the deep learning method most used CNN(convolutional neural networks) or RNN(Recurrent neural Network) model and is based on…”
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Adaptive Function Launching Acceleration in Serverless Computing Platforms Autor Xu, Zhengjun, Zhang, Haitao, Geng, Xin, Wu, Qiong, Ma, Huadong

“…Serverless computing has emerged as a new compelling paradigm for the deployment of applications and services, which enables developers to focus more on…”
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K-Bucket Based Raft-Like Consensus Algorithm for Permissioned Blockchain Autor Wang, Rihong, Zhang, Lifeng, Xu, Quanqing, Zhou, Hang

“…With the development of blockchain, more and more blockchain types emerge: public blockchain, consortium blockchain and private blockchain. Because of the node…”
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Edge-Cloud Collaborative Computation Offloading Model Based on Improved Partical Swarm Optimization in MEC Autor Wu, Jinze, Cao, Zhiying, Zhang, Yingjun, Zhang, Xiuguo

“…In order to reduce the delay and energy consumption of mobile devices, a computational offload strategy is adopted in mobile edge computing (MEC). At present,…”
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Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device Autor Liu, Jie, Liu, Jiawen, Du, Wan, Li, Dong

“…Training deep learning models on mobile devices recently becomes possible, because of increasing computation power on mobile hardware and the advantages of…”
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ADDA: Adaptive Distributed DNN Inference Acceleration in Edge Computing Environment Autor Wang, Huitian, Cai, Guangxing, Huang, Zhaowu, Dong, Fang

“…Implementing intelligent mobile applications on IoT devices with DNN technology has become an inevitable trend. Due to the limitations of the size of DNN model…”
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Joint Heterogeneous Server Placement and Application Configuration in Edge Computing Autor Meng, Jiaying, Zeng, Chaoliang, Tan, Haisheng, Li, Zining, Li, Bojie, Li, Xiang-Yang

“…The rapid development of the Internet of Things (IoT) has brought profound changes in the cloud computing paradigm. One promising computing model in…”
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Integration of UAV and Fog-Enabled Vehicle: Application in Post-Disaster Relief Autor Tang, Chaogang, Zhu, Chunsheng, Wei, Xianglin, Peng, Hao, Wang, Yi

“…In addition to military applications, Unmanned Aerial Vehicles (UAVs) have attracted more and more attention in civilian applications such as the post-disaster…”
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A Survey on 5G Network Slicing Enabling the Smart Grid Autor xia, Xu, Zhang, Lei, Mei, Chengli, Li, Jinyan, Zhu, xuetian, Liang, Yun, Song, Jeffrey

“…In recent years, the State Grid Corporation of China (SGCC) has been building a strong smart grid to improve the security level of the power grid. By…”
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DCSA: Using Density-Based Clustering and Sequential Association Analysis to Predict Alarms in Telecommunication Networks Autor Lin, Peng, Ye, Kejiang, Chen, Ming, Xu, Cheng-Zhong

“…Traditional alarm prediction in telecommunication networks mainly relies on expert knowledge. However, with the increasing complexity of telecommunication…”
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When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning Autor Chen, Ning, Zhang, Sheng, Qian, Zhuzhong, Wu, Jie, Lu, Sanglu

“…Computation offloading makes sense to the interaction between users and compute-intensive applications. Current researches focused on deciding locally or…”
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SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework Autor Rashid, Md Tahmid, Zhang, Daniel Yue, Shang, Lanyu, Wang, Dong

“…Autonomous unmanned aerial vehicles (UAVs) have become an important tool for efficient disaster response. Despite the virtues of UAVs in disaster response…”
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A Node Rating Based Sharding Scheme for Blockchain Autor Wang, Jianrong, Zhou, Yangyifan, Li, Xuewei, Xu, Tianyi, Qiu, Tie

“…The incumbent sharding schemes usually assign the nodes to different committees randomly to meet the demands of security and efficiency at the same time. For…”
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PADVA: A Blockchain-Based TLS Notary Service Autor Szalachowski, Pawel

“…The TLS protocol is a de facto standard of secure client-server communication on the Internet. Unfortunately, the public-key infrastructure (PKI) deployed by…”
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Ground-Station Based Software-Defined LEO Satellite Networks Autor Xia, Dan, Zheng, Xiaolong, Duan, Pengrui, Wang, Chaoyu, Liu, Liang, Ma, Huadong

“…Low Earth Orbit (LEO) satellite networks play an indispensable role in global communications. To cope with the dynamic nature of the LEO networks, a flexible…”
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Spatio-Temporal Position Prediction Model for Mobile Users Based on LSTM Autor Tian, Shasha, Zhang, Xiuguo, Zhang, Yingjun, Cao, Zhiying, Cao, Wei

“…In Mobile Edge Computing (MEC), the services that a user receives change dynamically with location due to the user's mobility. If we mine the user's location…”
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FStream: Flexible Stream Scheduling and Prioritizing in Multipath-QUIC Autor Shi, Xiang, Wang, Lin, Zhang, Fa, Liu, Zhiyong

“…While the web keeps evolving, web latency remains a major obstacle to improving user experience. In the past, many efforts have been made in this course. SPDY…”
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