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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
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  |  
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
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:84/0
  |  
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 data-aware latent factor model for web service Qos prediction
会议论文
Macau, China, April 14, 2019 - April 17, 2019
作者:
Wu, Di
;
Luo, Xin
;
Shang, Mingsheng
;
He, Yi
;
Wang, Guoyin
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  |  
浏览/下载:1/0
  |  
提交时间:2020/02/18
Momentum-incorporated latent factorization of tensors for extracting temporal patterns from QoS data
会议论文
Bari, Italy, October 6, 2019 - October 9, 2019
作者:
Chen, Minzhi
;
Wu, Hao
;
He, Chunlin
;
Chen, Sili
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  |  
浏览/下载:0/0
  |  
提交时间:2020/02/18
Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 4, 页码: 1216-1228
作者:
Luo, Xin
;
Zhou, MengChu
;
Li, Shuai
;
Xia, Yunni
;
You, Zhu-Hong
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  |  
浏览/下载:26/0
  |  
提交时间:2018/06/04
Big data
latent factor model
missing data prediction
quality-of-service (QoS)
second-order solver
service computing sparse matrices
Web service
A radio link reliability prediction model for wireless sensor networks
期刊论文
INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2018, 卷号: 27, 期号: 4, 页码: 215-226
作者:
Sun, Wei
;
Li, Qiyue
;
Wang, Jianping
;
Chen, Liangfeng
;
Mu, Daoming
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2019/11/11
link reliability model
reliability prediction
wireless sensor network
WSN
Kalman filter
Financial Modeling and Prediction as a Service
期刊论文
JOURNAL OF GRID COMPUTING, 2017, 卷号: 15, 页码: 177-195
作者:
Chang, Victor
;
Ramachandran, Muthu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/26
Financial Modeling and Prediction as a Service (FMPaaS) QoS
Performance and accuracy test for FMPaaS QoS
Quality of Service (QoS) for SaaS
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