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QoS Prediction Model of Cloud Services Based on Deep Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 564-566
作者:
WenJun Huang
;
PeiYun Zhang
;
YuTong Chen
;
MengChu Zhou
;
Yusuf Al-Turki
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/03/09
Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery
期刊论文
Future Generation Computer Systems, 2021, 卷号: 128, 期号: 2022, 页码: 265-281
作者:
Zhen Chen
;
Maosheng Pan
;
Pengfei He
;
Wenchao Qi
;
Linlin Liu
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/11/17
Cloud Api
Qos Prediction
Contextual Information
Automatic Feature Interaction
Trustworthiness prediction of cloud services based on selective neural network ensemble learning
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 168, 页码: 17
作者:
Mao, Chengying
;
Lin, Rongru
;
Towey, Dave
;
Wang, Wenle
;
Chen, Jifu
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/03/23
Cloud services
Trustworthiness prediction
Selective ensemble learning
Neural networks
Particle swarm optimization (PSO)
Supporting Predictable Performance Guarantees for SMT Processors
期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2020, 卷号: E103A, 期号: 6, 页码: 806-820
作者:
Jin, Xin
;
Yu, Ningmei
;
Zhou, Yaoyang
;
Huang, Bowen
;
Yu, Zihao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/12/10
SMT interference
data center
performance predictability
quality of service (QoS)
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1798-1809
作者:
Luo, Xin
;
Wu, Hao
;
Yuan, Huaqiang
;
Zhou, MengChu
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/08/24
Quality of service
Hidden Markov models
Data models
Training
Web services
Time factors
Latent factor analysis (LFA)
latent factorization of tensor
learning temporal pattern
linear bias (LB)
non-negative latent factorization of tensor
non-negativity constraint
quality-of-service (QoS) prediction
MV-Net: Toward Real-Time Deep Learning on Mobile GPGPU Systems
期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2019, 卷号: 15, 期号: 4, 页码: 25
作者:
Tang, Yibin
;
Wang, Ying
;
Li, Huawei
;
Li, Xiaowei
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/12/10
Edge computing
online scheduling
deep learning
energy efficiency
approximate computing
A momentum-incorporated latent factorization of tensors model for temporal-aware QoS missing data prediction
期刊论文
NEUROCOMPUTING, 2019, 卷号: 367, 页码: 299-307
作者:
Wang, Qingxian
;
Chen, Minzhi
;
Shang, Mingsheng
;
Luo, Xin
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  |  
浏览/下载:83/0
  |  
提交时间:2019/12/03
Big Data
QoS prediction
Temporal-aware QoS prediction
Stochastic gradient descent
Latent factorization of tensors
Momentum method
A novel approach of power allocation for secondary users in cognitive radio networks
期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2019, 卷号: 75, 页码: 301-308
作者:
Mukherjee, Amrit
;
Choudhury, Sagarika
;
Goswami, Pratik
;
Bayessa, Gezahegn Abdissa
;
Tyagi, Sumarga K. Sah
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2019/08/16
Cognitive radio
Cooperative communication
Wireless communication
Blind source separation
Autocorrelation
Vector quantization
A self-adaptive approach to service deployment under mobile edge computing for autonomous driving
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 卷号: 81
作者:
Xiong, Wei
;
Lu, Zhihui
;
Li, Bing
;
Wu, Zhao
;
Hang, Bo
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Autonomous driving
Mobile edge computing
Service deployment
QoS prediction
IoT
A Spatial-Temporal-Aware QoS Prediction Approach
期刊论文
Jisuanji Xuebao/Chinese Journal of Computers, 2019, 卷号: 42, 期号: 4
作者:
Xiong, Wei
;
Li, Bing
;
Wu, Zhao
;
Hang, Bo
;
Gu, Qiong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
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