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Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach Journal article
Journal of Parallel and Distributed Computing, 2022,Volume: 168,Page: 108-119
Authors:  Dai, Hao;  Wu, Jiashu;  Wang, Yang;  Xu, Chengzhong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/08/02
Deep reinforcement learning  DNN partition  Game theory  Mobile edge computing  
A 108-nW 0.8-mm 2 Analog Voice Activity Detector Featuring a Time-Domain CNN With Sparsity-Aware Computation and Sparsified Quantization in 28-nm CMOS Journal article
IEEE Journal of Solid-State Circuits, 2022,Volume: 57,Issue: 11,Page: 1-10
Authors:  Chen, Feifei;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Rui P.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/22
Approximate Computing  Convolutional Neural Network (Cnn)  Feature Extraction  Keyword Spotting (Kws)  Quantization  Reconfigurable  Sparsity  Switched-capacitor Circuits  Voice Activity Detection (Vad)  
Holmes: SMT Interference Diagnosis and CPU Scheduling for Job Co-location Conference paper
HPDC 2022 - Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing
Authors:  Pi, Aidi;  Zhou, Xiaobo;  Xu, Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
job co-location  latency-critical service  smt interference  
The State of the Art of Metadata Managements in Large-Scale Distributed File Systems Scalability, Performance and Availability Journal article
IEEE Transactions on Parallel and Distributed Systems, 2022
Authors:  Dai, Hao;  Wang, Yang;  Kent, Kenneth B.;  Zeng, Lingfang;  Xu, Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
High-availability  High-performance  High-scalability  Large-scale Distributed File System  Metadata Management  
Osprey: a heterogeneous search framework for spatial-temporal similarity Journal article
Computing, 2022
Authors:  Dai, Hao;  Wang, Yang;  Xu, Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Heterogeneous Similarity Search  Query Processing  Spatial-temporal Trajectory  Spectral Clustering  
FGFL: A blockchain-based fair incentive governor for Federated Learning Journal article
Journal of Parallel and Distributed Computing, 2022,Volume: 163,Page: 283-299
Authors:  Gao, Liang;  Li, Li;  Chen, Yingwen;  Xu, Cheng Zhong;  Xu, Ming
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Attack Detection  Federated Learning  Incentive Mechanism  
Distributed Offloading in Overlapping Areas of Mobile Edge Computing for Internet of Things Journal article
IEEE Internet of Things Journal, 2022
Authors:  Huang, Jiwei;  Wang, Ming;  Wu, Yuan;  Chen, Ying;  Shen, Xuemin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/08/05
Cloud computing  Delays  distributed task offloading  Internet of Things  Internet of Things  Mobile edge computing  Nash equilibrium.  Optimization  Performance evaluation  Servers  Task analysis  
Characterizing microservice dependency and performance: Alibaba trace analysis Conference paper
SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing, Seattle, WA & Online, November 1-4, 2021
Authors:  Luo, Shutian;  Xu, Huanle;  Lu, Chengzhi;  Ye, Kejiang;  Xu, Guoyao;  Zhang, Liping;  Ding, Yu;  He, Jian;  Xu, Chengzhong
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/12/08
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds Journal article
IEEE Transactions on Big Data, 2021,Volume: 7,Issue: 4,Page: 717-728
Authors:  Yushu Zhang;  Jiantao Zhou;  Yong Xiang;  Leo Yu Zhang;  Fei Chen;  Shaoning Pang;  Xiaofeng Liao
Adobe PDF | Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2019/04/16
Parallel Compressive Sensing  Sparse Robustness Decoding Service  Packet-loss  Cloud Computing  
Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li;  Lambros Katafygiotis
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing