Data Mining Based Root-Cause Analysis of Performance Bottleneck for Big Data Workload

2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc-smartcity-dss.2017.33 ◽

2017 ◽

Author(s):

Weichen Qi ◽

Yunchun Li ◽

Hongang Zhou ◽

Wei Li ◽

Hailong Yang

Keyword(s):

Data Mining ◽

Big Data ◽

Root Cause Analysis ◽

Cause Analysis ◽

Analysis Of Performance

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A big data-driven root cause analysis system: Application of Machine Learning in quality problem solving

Computers & Industrial Engineering ◽

10.1016/j.cie.2021.107580 ◽

2021 ◽

pp. 107580

Author(s):

Qiuping Ma ◽

Hongyan Li ◽

Anders Thorstenson

Keyword(s):

Machine Learning ◽

Big Data ◽

Problem Solving ◽

System Application ◽

Root Cause Analysis ◽

Data Driven ◽

Cause Analysis ◽

Quality Problem ◽

Analysis System

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LADRA: Log-based abnormal task detection and root-cause analysis in big data processing with Spark

Future Generation Computer Systems ◽

10.1016/j.future.2018.12.002 ◽

2019 ◽

Vol 95 ◽

pp. 392-403 ◽

Author(s):

Siyang Lu ◽

Xiang Wei ◽

Bingbing Rao ◽

Byungchul Tak ◽

Long Wang ◽

...

Keyword(s):

Big Data ◽

Data Processing ◽

Root Cause Analysis ◽

Big Data Processing ◽

Cause Analysis ◽

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Identifying Most Relevant Performance Measures for Root Cause Analysis of Performance Degradation Events on a Private Cloud Computing Application: Experiment in an Industry Environment

British Journal of Mathematics & Computer Science ◽

10.9734/bjmcs/2016/27872 ◽

2016 ◽

Vol 18 (3) ◽

pp. 1-28

Author(s):

A Ravanello ◽

A April ◽

A Gherbi ◽

A Abran ◽

J Desharnais ◽

...

Keyword(s):

Cloud Computing ◽

Performance Measures ◽

Root Cause Analysis ◽

Performance Degradation ◽

Private Cloud ◽

Cause Analysis ◽

Industry Environment ◽

Analysis Of Performance ◽

Private Cloud Computing

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Data mining root cause analysis findings

2017 Annual Reliability and Maintainability Symposium (RAMS) ◽

10.1109/ram.2017.7889719 ◽

2017 ◽

Author(s):

Paul Krupa ◽

Joseph Myers

Keyword(s):

Data Mining ◽

Root Cause Analysis ◽

Cause Analysis ◽

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Using data mining and root cause analysis method for failure analysis in electronic components

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1043/2/022024 ◽

2021 ◽

Vol 1043 (2) ◽

pp. 022024

Author(s):

Hongjian Wang ◽

Zhenbo Zhao ◽

Zongbei Dai ◽

Zeya Peng ◽

Shaoping Li

Keyword(s):

Data Mining ◽

Failure Analysis ◽

Root Cause Analysis ◽

Analysis Method ◽

Electronic Components ◽

Cause Analysis ◽

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Adaptive Profiling for Root-Cause Analysis of Performance Anomalies in Web-Based Applications

2011 IEEE 10th International Symposium on Network Computing and Applications ◽

10.1109/nca.2011.30 ◽

2011 ◽

Author(s):

Joao Paulo Magalhaes ◽

Luis Moura Silva

Keyword(s):

Root Cause Analysis ◽

Web Based ◽

Cause Analysis ◽

Analysis Of Performance

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BigRoots: An Effective Approach for Root-Cause Analysis of Stragglers in Big Data System

IEEE Access ◽

10.1109/access.2018.2859826 ◽

2018 ◽

Vol 6 ◽

pp. 41966-41977 ◽

Author(s):

Honggang Zhou ◽

Yunchun Li ◽

Hailong Yang ◽

Jie Jia ◽

Wei Li

Keyword(s):

Big Data ◽

Root Cause Analysis ◽

Data System ◽

Cause Analysis ◽

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Use of Data Mining for Root Cause Analysis of Traffic Accidents in Colombia

Cross Reality and Data Science in Engineering - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-52575-0_56 ◽

2020 ◽

pp. 674-688

Author(s):

Hernando Vélez Sánchez ◽

Heberto Saavedra Angulo

Keyword(s):

Data Mining ◽

Traffic Accidents ◽

Root Cause Analysis ◽

Cause Analysis ◽

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Root-cause analysis of performance anomalies in web-based applications

Proceedings of the 2011 ACM Symposium on Applied Computing - SAC '11 ◽

10.1145/1982185.1982234 ◽

2011 ◽

Author(s):

João Paulo Magalhães ◽

Luis Moura Silva

Keyword(s):

Root Cause Analysis ◽

Web Based ◽

Cause Analysis ◽

Analysis Of Performance

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Root Cause analysis of SG tube ODSCC indications within the tube sheets of NPP biblis unit A

Revue Générale Nucléaire ◽

10.1051/rgn/20111078 ◽

2011 ◽

pp. 78-86

Author(s):

R. Kilian ◽

J. Beck ◽

H. Lang ◽

V. Schneider ◽

T. Schönherr ◽

...

Keyword(s):

Root Cause Analysis ◽

Cause Analysis ◽

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