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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
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  |  
浏览/下载:40/0
  |  
提交时间:2021/11/17
Cloud Api
Qos Prediction
Contextual Information
Automatic Feature Interaction
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: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 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
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Autonomous driving
Mobile edge computing
Service deployment
QoS prediction
IoT
Personalized QoS Prediction for Service Recommendation With a Service-Oriented Tensor Model
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 55721-55731
作者:
Guo, Lantian
;
Mu, Dejun
;
Cai, Xiaoyan
;
Tian, Gang
;
Hao, Fei
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
Service-oriented tensor
service collaboration
service recommendation
QoS prediction
tensor decomposition
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 personalized QoS prediction approach for CPS service recommendation based on reputation and location-aware collaborative filtering
期刊论文
Sensors (Switzerland), 2018, 卷号: 18, 期号: 5
作者:
Kuang, Li*
;
Yu, Long
;
Huang, Lan
;
Wang, Yin
;
Ma, Pengju
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/03
QoS prediction
collaborative filtering
cyber-physical systems
data sparsity
geographical neighbors
user reputation
Collaborative Web Service QoS Prediction via Location-Aware Matrix Factorization and Unbalanced Distribution
期刊论文
JOURNAL OF INTERNET TECHNOLOGY, 2018, 卷号: 19, 期号: 4
作者:
Xiong, Wei
;
Gu, Qiong
;
Li, Bing
;
Wu, Zhao
;
Yuan, Lei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Web service
QoS prediction
User-collaboration
Matrix factorization
Location-aware
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
Clustering-based uncertain QoS prediction of web services via collaborative filtering
期刊论文
INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES, 2017, 卷号: 13, 页码: 403-424
作者:
Zou, Guobing[1]
;
Li, Wang[2]
;
Zhou, Zhimin[3]
;
Niu, Sen[4]
;
Gan, Yanglan[5]
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/04/24
collaborative filtering
service clustering
uncertain QoS prediction
web service
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