An Introduction to PAKDD CUP 2020 Dataset
暂无分享,去创建一个
Patrick P. C. Lee | Yi Liu | Tao Huang | Cheng He | Shujie Han | Jiongzhou Liu | Fan Xu
[1] Sophie Chabridon,et al. Predictive Models of Hard Drive Failures Based on Operational Data , 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).
[2] Chiranjib Bhattacharyya,et al. Discovering Rules from Disk Events for Predicting Hard Drive Failures , 2009, 2009 International Conference on Machine Learning and Applications.
[3] Jiesheng Wu,et al. Lessons and Actions: What We Learned from 10K SSD-Related Storage System Failures , 2019, USENIX Annual Technical Conference.
[4] Sabri Boughorbel,et al. Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric , 2017, PloS one.
[5] Joseph F. Murray,et al. Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application , 2005, J. Mach. Learn. Res..
[6] F. Massey. The Kolmogorov-Smirnov Test for Goodness of Fit , 1951 .
[7] Qiang Wu,et al. A Large-Scale Study of Flash Memory Failures in the Field , 2015, SIGMETRICS 2015.
[8] Emin Gün Sirer,et al. Tiered Replication: A Cost-effective Alternative to Full Cluster Geo-replication , 2015, USENIX Annual Technical Conference.
[9] Bernhard Schölkopf,et al. A Kernel Two-Sample Test , 2012, J. Mach. Learn. Res..
[10] Weisong Shi,et al. Making Disk Failure Predictions SMARTer! , 2020, FAST.
[11] Joseph F. Murray,et al. Improved disk-drive failure warnings , 2002, IEEE Trans. Reliab..
[12] Hai Jin,et al. Disk Failure Prediction in Data Centers via Online Learning , 2018, ICPP.
[13] George Hripcsak,et al. Technical Brief: Agreement, the F-Measure, and Reliability in Information Retrieval , 2005, J. Am. Medical Informatics Assoc..
[14] Jasmina Bogojeska,et al. Predicting Disk Replacement towards Reliable Data Centers , 2016, KDD.
[15] Bianca Schroeder,et al. Proactive error prediction to improve storage system reliability , 2017, USENIX Annual Technical Conference.
[16] Peng Li,et al. Improving Service Availability of Cloud Systems by Predicting Disk Error , 2018, USENIX Annual Technical Conference.
[17] Arif Merchant,et al. Flash Reliability in Production: The Expected and the Unexpected , 2016, FAST.
[18] Greg Hamerly,et al. Bayesian approaches to failure prediction for disk drives , 2001, ICML.
[19] Gang Wang,et al. Proactive drive failure prediction for large scale storage systems , 2013, 2013 IEEE 29th Symposium on Mass Storage Systems and Technologies (MSST).
[20] Bianca Schroeder,et al. Disk Failures in the Real World: What Does an MTTF of 1, 000, 000 Hours Mean to You? , 2007, FAST.
[21] Gang Wang,et al. Hard Drive Failure Prediction Using Classification and Regression Trees , 2014, 2014 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks.