Spatio-temporal tensor completion for imputing missing internet traffic data

2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC) ◽

10.1109/pccc.2015.7410315 ◽

2015 ◽

Author(s):

Huibin Zhou ◽

Dafang Zhang ◽

Kun Xie ◽

Yuxiang Chen

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Completion ◽

Spatio Temporal

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Efficient Tensor Completion for Internet Traffic Data Recovery

Proceedings of the 2nd International Conference on Telecommunications and Communication Engineering - ICTCE 2018 ◽

10.1145/3291842.3291912 ◽

2018 ◽

Author(s):

Yuanyuan Li ◽

Ke Yu ◽

Xiaofei Wu

Keyword(s):

Internet Traffic ◽

Data Recovery ◽

Traffic Data ◽

Tensor Completion

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T-product factorization method for internet traffic data completion with spatio-temporal regularization

Computational Optimization and Applications ◽

10.1007/s10589-021-00315-1 ◽

2021 ◽

Author(s):

Chen Ling ◽

Gaohang Yu ◽

Liqun Qi ◽

Yanwei Xu

Keyword(s):

Factorization Method ◽

Internet Traffic ◽

Traffic Data ◽

Data Completion ◽

Spatio Temporal

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Robust Spatio-temporal Tensor Recovery for Internet Traffic Data

2016 IEEE Trustcom/BigDataSE/ISPA ◽

10.1109/trustcom.2016.0221 ◽

2016 ◽

Author(s):

Huibin Zhou ◽

Dafang Zhang ◽

Kun Xie ◽

Yuxiang Chen

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Recovery ◽

Spatio Temporal

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Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach

IEEE/ACM Transactions on Networking ◽

10.1109/tnet.2018.2797094 ◽

2018 ◽

Vol 26 (2) ◽

pp. 793-806 ◽

Author(s):

Kun Xie ◽

Lele Wang ◽

Xin Wang ◽

Gaogang Xie ◽

Jigang Wen ◽

...

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Completion

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Accurate recovery of Internet traffic data: A tensor completion approach

IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications ◽

10.1109/infocom.2016.7524463 ◽

2016 ◽

Author(s):

Kun Xie ◽

Lele Wang ◽

Xin Wang ◽

Gaogang Xie ◽

Jigang Wen ◽

...

Keyword(s):

Internet Traffic ◽

Traffic Data ◽

Tensor Completion

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A Barzilai–Borwein Gradient Algorithm for Spatio-Temporal Internet Traffic Data Completion via Tensor Triple Decomposition

Journal of Scientific Computing ◽

10.1007/s10915-021-01574-0 ◽

2021 ◽

Vol 88 (3) ◽

Author(s):

Yannan Chen ◽

Xinzhen Zhang ◽

Liqun Qi ◽

Yanwei Xu

Keyword(s):

Internet Traffic ◽

Gradient Algorithm ◽

Traffic Data ◽

Data Completion ◽

Spatio Temporal

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Spatio-temporal compressive sensing and internet traffic matrices

Proceedings of the ACM SIGCOMM 2009 conference on Data communication - SIGCOMM '09 ◽

10.1145/1592568.1592600 ◽

2009 ◽

Author(s):

Yin Zhang ◽

Matthew Roughan ◽

Walter Willinger ◽

Lili Qiu

Keyword(s):

Compressive Sensing ◽

Internet Traffic ◽

Spatio Temporal

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Traffic data imputation via tensor completion based on soft thresholding of Tucker core

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2017.09.011 ◽

2017 ◽

Vol 85 ◽

pp. 348-362 ◽

Author(s):

J.H. de M. Goulart ◽

A.Y. Kibangou ◽

G. Favier

Keyword(s):

Data Imputation ◽

Traffic Data ◽

Tensor Completion ◽

Soft Thresholding

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Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-21042-1_23 ◽

2015 ◽

pp. 285-296 ◽

Author(s):

Xiabing Zhou ◽

Haikun Hong ◽

Xingxing Xing ◽

Wenhao Huang ◽

Kaigui Bian ◽

...

Keyword(s):

Time Lag ◽

Traffic Data ◽

Spatio Temporal

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Spatio-Temporal Clustering of Traffic Data with Deep Embedded Clustering

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility - PredictGIS'19 ◽

10.1145/3356995.3364537 ◽

2019 ◽

Author(s):

Reza Asadi ◽

Amelia Regan

Keyword(s):

Traffic Data ◽

Temporal Clustering ◽

Spatio Temporal

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