Deep learning-based prediction of major page faults in cluster systems.

Edward Chuah https://orcid.org/0000-0002-8659-1803

Edward Chuah Arshad Jhumka Sai Narasimhamurthy Aladdin Ayesh Deep learning-based prediction of major page faults in cluster systems. 413-430 2025 October 7 CCF Trans. High Perform. Comput. 5 https://doi.org/10.1007/s42514-025-00233-2 db/journals/ccfthpc/ccfthpc7.html#ChuahJNA25 streams/journals/ccfthpc

Edward Chuah Arshad Jhumka Aladdin Ayesh Deep learning-based prediction of reflection attacks using NetFlow data. 104527 2025 156 Comput. Secur. https://doi.org/10.1016/j.cose.2025.104527 db/journals/compsec/compsec156.html#ChuahJA25 streams/journals/compsec

Edward Chuah Harsha Kalutarage Kasim Tasdemir Atnafu Abrham Carsten Maple A systematic literature review of log-correlation tools for cyberattack detection and prediction in large networks. 104096 2025 92 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2025.104096 db/journals/istr/istr92.html#ChuahKTAM25 streams/journals/istr

Edward Chuah Neeraj Suri An empirical study of reflection attacks using NetFlow data. 13 2024 December 7 Cybersecur. 1 https://doi.org/10.1186/s42400-023-00203-7 db/journals/cybersec/cybersec7.html#ChuahS24 streams/journals/cybersec

Edward Chuah Arshad Jhumka Sai Narasimhamurthy An empirical study of major page faults for failure diagnosis in cluster systems. 18445-18479 2023 November 79 J. Supercomput. 16 https://doi.org/10.1007/s11227-023-05366-1 db/journals/tjs/tjs79.html#ChuahJN23

Edward Chuah Arshad Jhumka Miroslaw Malek Neeraj Suri A Survey of Log-Correlation Tools for Failure Diagnosis and Prediction in Cluster Systems. 133487-133503 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3231454 db/journals/access/access10.html#ChuahJMS22

Khalid Ayedh Alharthi Arshad Jhumka Sheng Di Franck Cappello Edward Chuah Sentiment Analysis based Error Detection for Large-Scale Systems. 237-249 2021 DSN https://doi.org/10.1109/DSN48987.2021.00037 conf/dsn/2021 db/conf/dsn/dsn2021.html#AlharthiJDCC21 Edward Chuah Arshad Jhumka Samantha Alt R. Todd Evans Neeraj Suri Failure Diagnosis for Cluster Systems using Partial Correlations. 1091-1101 2021 ISPA/BDCloud/SocialCom/SustainCom https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00151 conf/ispa/2021 db/conf/ispa/ispa2021.html#ChuahJAES21 Edward Chuah Neeraj Suri Arshad Jhumka Samantha Alt Challenges in Identifying Network Attacks Using Netflow Data. 1-10 2021 NCA https://doi.org/10.1109/NCA53618.2021.9685305 conf/nca/2021 db/conf/nca/nca2021.html#ChuahSJA21 Edward Chuah Features correlation-based workflows for high-performance computing systems diagnosis. 2020 University of Warwick, Coventry, UK https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.821161 http://wrap.warwick.ac.uk/147261/ British Library, EThOS

Edward Chuah Arshad Jhumka Samantha Alt Daniel Balouek-Thomert James C. Browne Manish Parashar Towards comprehensive dependability-driven resource use and message log-analysis for HPC systems diagnosis. 95-112 2019 132 J. Parallel Distributed Comput. https://doi.org/10.1016/j.jpdc.2019.05.013 https://www.wikidata.org/entity/Q127717833 db/journals/jpdc/jpdc132.html#ChuahJABBP19

Edward Chuah Arshad Jhumka Samantha Alt Juan J. Villalobos Joshua B. Fryman William Barth Manish Parashar Using Resource Use Data and System Logs for HPC System Error Propagation and Recovery Diagnosis. 458-467 2019 ISPA/BDCloud/SocialCom/SustainCom https://doi.org/10.1109/ISPA-BDCloud-SustainCom-SocialCom48970.2019.00072 conf/ispa/2019 db/conf/ispa/ispa2019.html#ChuahJAVFBP19 Edward Chuah Arshad Jhumka Samantha Alt Theodoros Damoulas Nentawe Gurumdimma Marie-Christine Sawley William L. Barth Tommy Minyard James C. Browne Enabling Dependability-Driven Resource Use and Message Log-Analysis for Cluster System Diagnosis. 317-327 2017 HiPC https://doi.org/10.1109/HiPC.2017.00044 https://doi.ieeecomputersociety.org/10.1109/HiPC.2017.00044 conf/hipc/2017 db/conf/hipc/hipc2017.html#ChuahJADGSBMB17 Edward Chuah Arshad Jhumka James C. Browne Nentawe Gurumdimma Sai Narasimhamurthy Bill Barth Using Message Logs and Resource Use Data for Cluster Failure Diagnosis. 232-241 2016 HiPC https://doi.org/10.1109/HiPC.2016.035 https://doi.ieeecomputersociety.org/10.1109/HiPC.2016.035 conf/hipc/2016 db/conf/hipc/hipc2016.html#ChuahJBGNB16 Nentawe Gurumdimma Arshad Jhumka Maria Liakata Edward Chuah James C. Browne CRUDE: Combining Resource Usage Data and Error Logs for Accurate Error Detection in Large-Scale Distributed Systems. 51-60 2016 SRDS https://doi.org/10.1109/SRDS.2016.017 https://doi.ieeecomputersociety.org/10.1109/SRDS.2016.017 conf/srds/2016 db/conf/srds/srds2016.html#GurumdimmaJLCB16 Edward Chuah Arshad Jhumka James C. Browne Bill Barth Sai Narasimhamurthy Insights into the Diagnosis of System Failures from Cluster Message Logs. 225-232 2015 EDCC https://doi.org/10.1109/EDCC.2015.19 https://doi.ieeecomputersociety.org/10.1109/EDCC.2015.19 conf/edcc/2015 db/conf/edcc/edcc2015.html#ChuahJBBN15 Nentawe Gurumdimma Arshad Jhumka Maria Liakata Edward Chuah James C. Browne Towards Detecting Patterns in Failure Logs of Large-Scale Distributed Systems. 1052-1061 2015 IPDPS Workshops https://doi.org/10.1109/IPDPSW.2015.109 https://doi.ieeecomputersociety.org/10.1109/IPDPSW.2015.109 https://www.wikidata.org/entity/Q57900274 conf/ipps/2015w db/conf/ipps/ipdps2015w.html#GurumdimmaJLCB15 Nentawe Gurumdimma Arshad Jhumka Maria Liakata Edward Chuah James C. Browne Towards Increasing the Error Handling Time Window in Large-Scale Distributed Systems Using Console and Resource Usage Logs. 61-68 2015 TrustCom/BigDataSE/ISPA (3) https://doi.org/10.1109/Trustcom.2015.613 https://www.wikidata.org/entity/Q57900282 conf/trustcom/2015-3 db/conf/trustcom/trustcom2015-3.html#GurumdimmaJLCB15 Alejandro Pelaez Andres Quiroz James C. Browne Edward Chuah Manish Parashar Online failure prediction for HPC resources using decentralized clustering. 1-9 2014 HiPC https://doi.org/10.1109/HiPC.2014.7116903 https://doi.ieeecomputersociety.org/10.1109/HiPC.2014.7116903 conf/hipc/2014 db/conf/hipc/hipc2014.html#PelaezQBCP14 Edward Chuah Arshad Jhumka Sai Narasimhamurthy John L. Hammond James C. Browne Bill Barth Linking Resource Usage Anomalies with System Failures from Cluster Log Data. 111-120 2013 SRDS https://doi.org/10.1109/SRDS.2013.20 https://doi.ieeecomputersociety.org/10.1109/SRDS.2013.20 conf/srds/2013 db/conf/srds/srds2013.html#ChuahJNHBB13 Edward Chuah Gary Kee Khoon Lee William-Chandra Tjhi Shyh-Hao Kuo Terence Hung John L. Hammond Tommy Minyard James C. Browne Establishing Hypothesis for Recurrent System Failures from Cluster Log Files. 15-22 2011 DASC https://doi.org/10.1109/DASC.2011.27 https://doi.ieeecomputersociety.org/10.1109/DASC.2011.27 conf/dasc/2011 db/conf/dasc/dasc2011.html#ChuahLTKHHMB11 Edward Chuah Shyh-Hao Kuo Paul Hiew William-Chandra Tjhi Gary Kee Khoon Lee John L. Hammond Marek T. Michalewicz Terence Hung James C. Browne Diagnosing the root-causes of failures from cluster log files. 1-10 2010 HiPC https://doi.org/10.1109/HIPC.2010.5713159 https://doi.ieeecomputersociety.org/10.1109/HIPC.2010.5713159 conf/hipc/2010 db/conf/hipc/hipc2010.html#ChuahKHTLHMHB10 Xiaorong Li Edward Chuah Jo Yew Tham Kwong Huang Goh An optimal smooth QoS adaptation strategy for QoS differentiated scalable media streaming. 429-432 2008 ICME https://doi.org/10.1109/ICME.2008.4607463 https://doi.ieeecomputersociety.org/10.1109/ICME.2008.4607463 conf/icmcs/2008 db/conf/icmcs/icme2008.html#LiCTG08 Atnafu Abrham Khalid Ayedh Alharthi Samantha Alt Aladdin Ayesh Daniel Balouek-Thomert William L. BarthWilliam BarthBill Barth James C. Browne Franck Cappello Theodoros Damoulas Sheng Di R. Todd Evans Joshua B. Fryman Kwong Huang Goh Nentawe Gurumdimma John L. Hammond Paul Hiew Terence Hung Arshad Jhumka Harsha K. KalutarageHarsha Kalutarage Shyh-Hao Kuo Gary Kee Khoon Lee Xiaorong Li Maria Liakata Miroslaw Malek Carsten Maple Marek T. Michalewicz Tommy Minyard Sai Narasimhamurthy Manish Parashar Alejandro Pelaez Andres Quiroz Marie-Christine Sawley Neeraj Suri Kasim Tasdemir Jo Yew Tham William-Chandra Tjhi Juan J. Villalobos