{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T20:56:07Z","timestamp":1725656167506},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T00:00:00Z","timestamp":1559433600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,6,2]]},"DOI":"10.1145\/3316781.3317918","type":"proceedings-article","created":{"date-parts":[[2019,5,23]],"date-time":"2019-05-23T18:07:13Z","timestamp":1558634833000},"update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":35,"title":["System-level hardware failure prediction using deep learning"],"prefix":"10.1145","author":[{"given":"Xiaoyi","family":"Sun","sequence":"first","affiliation":[{"name":"MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University"}]},{"given":"Krishnendu","family":"Chakrabarty","sequence":"additional","affiliation":[{"name":"Duke University"}]},{"given":"Ruirui","family":"Huang","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Yiquan","family":"Chen","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Bing","family":"Zhao","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Hai","family":"Cao","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Yinhe","family":"Han","sequence":"additional","affiliation":[{"name":"Duke Kunshan University"}]},{"given":"Xiaoyao","family":"Liang","sequence":"additional","affiliation":[{"name":"MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University"}]},{"given":"Li","family":"Jiang","sequence":"additional","affiliation":[{"name":"MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University and Institute of Computing Technology, Chinese Academy of Sciences"}]}],"member":"320","published-online":{"date-parts":[[2019,6,2]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Backblaze. 2018. The Backblzae Hard Drive Data and Stats. https:\/\/www.backblaze.com\/classificationtree\/hard-drive-test-data.html. Backblaze. 2018. The Backblzae Hard Drive Data and Stats. https:\/\/www.backblaze.com\/classificationtree\/hard-drive-test-data.html."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Elisabeth Baseman Nathan Debardeleben Kurt Ferreira Vilas Sridharan Taniya Siddiqua Olena Tkachenko Elisabeth Baseman Nathan Debardeleben Kurt Ferreira and Vilas Sridharan. 2017. Automating DRAM Fault Mitigation By Learning From Experience. In Ieee\/ifip International Conference on Dependable Systems and Networks Workshop. 137--140. Elisabeth Baseman Nathan Debardeleben Kurt Ferreira Vilas Sridharan Taniya Siddiqua Olena Tkachenko Elisabeth Baseman Nathan Debardeleben Kurt Ferreira and Vilas Sridharan. 2017. Automating DRAM Fault Mitigation By Learning From Experience. In Ieee\/ifip International Conference on Dependable Systems and Networks Workshop. 137--140.","DOI":"10.1109\/DSN-W.2017.39"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3154448.3154451"},{"key":"e_1_3_2_1_4_1","unstructured":"Ponemon Institute. 2016. Cost of Data Center Outages. https:\/\/www.vertivco.com\/globalassets\/documents\/reports\/2016-cost-of-data-center-outages-11-11_51190_1.pdf. Ponemon Institute. 2016. Cost of Data Center Outages. https:\/\/www.vertivco.com\/globalassets\/documents\/reports\/2016-cost-of-data-center-outages-11-11_51190_1.pdf."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.44"},{"key":"e_1_3_2_1_6_1","unstructured":"Jing Li Rebecca J. Stones Gang Wang Zhongwei Li Xiaoguang Liu and Kang Xiao. 2016. Being Accurate Is Not Enough: New Metrics for Disk Failure Prediction. In Reliable Distributed Systems. 71--80. Jing Li Rebecca J. Stones Gang Wang Zhongwei Li Xiaoguang Liu and Kang Xiao. 2016. Being Accurate Is Not Enough: New Metrics for Disk Failure Prediction. In Reliable Distributed Systems. 71--80."},{"key":"e_1_3_2_1_7_1","volume-title":"Focal loss for dense object detection","author":"Lin Tsung-Yi","year":"2018","unstructured":"Tsung-Yi Lin , Priyal Goyal , Ross Girshick , Kaiming He , and Piotr Doll\u00e1r . 2018. Focal loss for dense object detection . IEEE transactions on pattern analysis and machine intelligence ( 2018 ). Tsung-Yi Lin, Priyal Goyal, Ross Girshick, Kaiming He, and Piotr Doll\u00e1r. 2018. Focal loss for dense object detection. IEEE transactions on pattern analysis and machine intelligence (2018)."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.62"},{"key":"e_1_3_2_1_9_1","first-page":"783","article-title":"Machine learning methods for predicting failures in hard drives: A multiple-instance application","author":"Murray Joseph F","year":"2005","unstructured":"Joseph F Murray , Gordon F Hughes , and Kenneth Kreutz-Delgado . 2005 . Machine learning methods for predicting failures in hard drives: A multiple-instance application . Journal of Machine Learning Research 6 , May (2005), 783 -- 816 . Joseph F Murray, Gordon F Hughes, and Kenneth Kreutz-Delgado. 2005. Machine learning methods for predicting failures in hard drives: A multiple-instance application. Journal of Machine Learning Research 6, May (2005), 783--816.","journal-title":"Journal of Machine Learning Research 6"},{"key":"e_1_3_2_1_10_1","volume-title":"Disk Failure Prediction in Heterogeneous Environments. In International Symposium on PERFORMANCE Evaluation of Computer and Telecommunication Systems.","author":"Rinc\u00c3\u015fn Carlos A","year":"2017","unstructured":"Carlos A Rinc\u00c3\u015fn , Jehan Fran\u00c3\u011fois P\u00c3\u0107ris , Ricardo Vilalta , Albert M K Cheng , and Darrell D E Long . 2017 . Disk Failure Prediction in Heterogeneous Environments. In International Symposium on PERFORMANCE Evaluation of Computer and Telecommunication Systems. Carlos A Rinc\u00c3\u015fn, Jehan Fran\u00c3\u011fois P\u00c3\u0107ris, Ricardo Vilalta, Albert M K Cheng, and Darrell D E Long. 2017. Disk Failure Prediction in Heterogeneous Environments. In International Symposium on PERFORMANCE Evaluation of Computer and Telecommunication Systems."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEST.2013.6651918"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2015.7059098"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Guosai Wang Lifei Zhang and Wei Xu. 2017. What Can We Learn from Four Years of Data Center Hardware Failures?. In Ieee\/ifip International Conference on Dependable Systems and Networks. 25--36. Guosai Wang Lifei Zhang and Wei Xu. 2017. What Can We Learn from Four Years of Data Center Hardware Failures?. In Ieee\/ifip International Conference on Dependable Systems and Networks. 25--36.","DOI":"10.1109\/DSN.2017.26"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2016.2538237"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/SRDSW.2015.15"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953302"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Weinan Zhang Tianming Du and Jun Wang. 2016. Deep Learning over Multifield Categorical Data. (2016). Weinan Zhang Tianming Du and Jun Wang. 2016. Deep Learning over Multifield Categorical Data. (2016).","DOI":"10.1007\/978-3-319-30671-1_4"}],"event":{"name":"DAC '19: The 56th Annual Design Automation Conference 2019","location":"Las Vegas NV USA","acronym":"DAC '19","sponsor":["SIGDA ACM Special Interest Group on Design Automation","IEEE-CEDA","SIGBED ACM Special Interest Group on Embedded Systems"]},"container-title":["Proceedings of the 56th Annual Design Automation Conference 2019"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3316781.3317918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,6]],"date-time":"2023-01-06T03:29:09Z","timestamp":1672975749000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3316781.3317918"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,2]]},"references-count":17,"alternative-id":["10.1145\/3316781.3317918","10.1145\/3316781"],"URL":"https:\/\/doi.org\/10.1145\/3316781.3317918","relation":{},"subject":[],"published":{"date-parts":[[2019,6,2]]},"assertion":[{"value":"2019-06-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}