A nonparametric adaptive sampling strategy for online monitoring of big data streams

2017 13th IEEE Conference on Automation Science and Engineering (CASE) ◽

10.1109/coase.2017.8256208 ◽

2017 ◽

Author(s):

Xiaochen Xian ◽

Andi Wang ◽

Kaibo Liu

Keyword(s):

Big Data ◽

Data Streams ◽

Adaptive Sampling ◽

Online Monitoring ◽

Sampling Strategy ◽

Big Data Streams

Download Full-text

A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams

Technometrics ◽

10.1080/00401706.2017.1317291 ◽

2017 ◽

Vol 60 (1) ◽

pp. 14-25 ◽

Author(s):

Xiaochen Xian ◽

Andi Wang ◽

Kaibo Liu

Keyword(s):

Big Data ◽

Data Streams ◽

Adaptive Sampling ◽

Online Monitoring ◽

Sampling Strategy ◽

Big Data Streams

Download Full-text

A spatial-adaptive sampling procedure for online monitoring of big data streams

Journal of Quality Technology ◽

10.1080/00224065.2018.1507560 ◽

2018 ◽

Vol 50 (4) ◽

pp. 329-343 ◽

Author(s):

Andi Wang ◽

Xiaochen Xian ◽

Fugee Tsung ◽

Kaibo Liu

Keyword(s):

Big Data ◽

Data Streams ◽

Adaptive Sampling ◽

Online Monitoring ◽

Sampling Procedure ◽

Big Data Streams

Download Full-text

Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation

Journal of Quality Technology ◽

10.1080/00224065.2019.1681924 ◽

2019 ◽

pp. 1-19 ◽

Author(s):

Xiaochen Xian ◽

Chen Zhang ◽

Scott Bonk ◽

Kaibo Liu

Keyword(s):

Big Data ◽

Data Streams ◽

Data Augmentation ◽

Online Monitoring ◽

Sampling Algorithm ◽

Big Data Streams

Download Full-text

Linear Scheduling of Big Data Streams on Multiprocessor Sets in the Cloud

IEEE/WIC/ACM International Conference on Web Intelligence on - WI '19 ◽

10.1145/3350546.3352507 ◽

2019 ◽

Author(s):

Nicoleta Tantalaki ◽

Stavros Souravlas ◽

Manos Roumeliotis ◽

Stefanos Katsavounis

Keyword(s):

Big Data ◽

Data Streams ◽

Linear Scheduling ◽

Big Data Streams

Download Full-text

Social influence determination on big data streams in an online social network

Multimedia Tools and Applications ◽

10.1007/s11042-017-4890-8 ◽

2017 ◽

Vol 76 (21) ◽

pp. 22133-22167

Author(s):

Kumaran P. ◽

Chitrakala S.

Keyword(s):

Big Data ◽

Social Network ◽

Social Influence ◽

Data Streams ◽

Online Social Network ◽

Big Data Streams

Download Full-text

Boosting heapsort performance of processing Big Data streams

SoutheastCon 2016 ◽

10.1109/secon.2016.7506674 ◽

2016 ◽

Author(s):

Usamah Algemili ◽

Adi Alhudhaif

Keyword(s):

Big Data ◽

Data Streams ◽

Big Data Streams

Download Full-text

Kernel-based low-rank feature extraction on a budget for big data streams

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2015.7418333 ◽

2015 ◽

Author(s):

Fatemeh Sheikholeslami ◽

Dimitris Berberidis ◽

Georgios B. Giannakis

Keyword(s):

Feature Extraction ◽

Big Data ◽

Data Streams ◽

Low Rank ◽

Big Data Streams

Download Full-text

Editor's notes on Special Issue on “Statistical Process Control for Big Data Streams”

Journal of Quality Technology ◽

10.1080/00224065.2018.1532698 ◽

2018 ◽

Vol 50 (4) ◽

pp. 327-328

Author(s):

Giovanna Capizzi ◽

Changliang Zou ◽

Fugee Tsung

Keyword(s):

Big Data ◽

Process Control ◽

Statistical Process Control ◽

Data Streams ◽

Special Issue ◽

Statistical Process ◽

Big Data Streams

Download Full-text

Methods of Situation Analysis and Graphical Visualisation of Big Data Streams

Herald of the Bauman Moscow State Technical University Series Instrument Engineering ◽

10.18698/0236-3933-2018-2-98-103 ◽

2018 ◽

Author(s):

А.В. Пролетарский ◽

◽

Д.В. Березкин ◽

Ю.Е. Гапанюк ◽

И.А. Козлов ◽

...

Keyword(s):

Big Data ◽

Data Streams ◽

Situation Analysis ◽

Big Data Streams

Download Full-text

A Novel Framework for Context-aware Outlier Detection in Big Data Streams

Journal of Digital Information Management ◽

10.6025/jdim/2018/16/5/213-222 ◽

2018 ◽

Vol 16 (5) ◽

pp. 213 ◽

Author(s):

Hussien Ahmad ◽

Salah Dowaji

Keyword(s):

Big Data ◽

Outlier Detection ◽

Data Streams ◽

Context Aware ◽

Big Data Streams

Download Full-text