{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T01:10:21Z","timestamp":1755825021647,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,12]],"date-time":"2023-11-12T00:00:00Z","timestamp":1699747200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,12]]},"DOI":"10.1145\/3624062.3624121","type":"proceedings-article","created":{"date-parts":[[2023,11,10]],"date-time":"2023-11-10T13:53:39Z","timestamp":1699624419000},"page":"516-519","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Using Benford's Law to Identify Unusual Failure Regions"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5607-5691","authenticated-orcid":false,"given":"Kurt B.","family":"Ferreira","sequence":"first","affiliation":[{"name":"Sandia National Laboratories, United States of America and University of New Mexico, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2232-3201","authenticated-orcid":false,"given":"Scott","family":"Levy","sequence":"additional","affiliation":[{"name":"Sandia National Laboratories, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,11,12]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2004.2"},{"key":"e_1_3_2_2_2_1","first-page":"4","article-title":"The Law of Anomalous Numbers","volume":"78","author":"Benford Frank","year":"1938","unstructured":"Frank Benford. 1938. The Law of Anomalous Numbers. Proc. Am. Philos. Soc. 78, 4 (March 1938), 551\u2013572.","journal-title":"Proc. Am. Philos. Soc."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00283-010-9182-3"},{"key":"e_1_3_2_2_4_1","unstructured":"Timothy\u00a0J. Dell. 1997. A White Paper on the Benefits of Chipkill-Correct ECC for PC Server Main Memory. IBM Microelectronics Division."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2014.62"},{"key":"e_1_3_2_2_6_1","volume-title":"Ferreira and Scott Levy","author":"B.","year":"2021","unstructured":"Kurt\u00a0B. Ferreira and Scott Levy. 2021. Characterizing Memory Failures Using Benford\u2019s Law. In Lecture Notes in Computer Science: Proceedings of the European Conference on Parallel and Distributed Computing (Euro-Par) 2021: Workshop on Resiliency in High Performance Computing (Resilience) in Clusters, Clouds, and Grids. Springer Verlag, Berlin, Germany, Lisbon, Portugal."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","unstructured":"Kurt\u00a0B. Ferreira Scott Levy Joshua Hemmert and Kevin Pedretti. 2022. Astra Memory Error and System Monitoring Data Sets. https:\/\/doi.org\/10.5281\/zenodo.6515019. https:\/\/doi.org\/10.5281\/zenodo.6515019","DOI":"10.5281\/zenodo.6515019"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3502181.3531465"},{"key":"e_1_3_2_2_9_1","volume-title":"Master\u2019s thesis. Department of Mathematics","author":"Jamain Adrien","year":"2013","unstructured":"Adrien Jamain. 2001. Benford\u2019s Law. Master\u2019s thesis. Department of Mathematics, Imperial College of London and ENSIMAG, London, UK. http:\/\/www.math.ualberta.ca\/\u00a0aberger\/benford_bibliography\/jamain_thesis01.pdfNot found in Imperial College Library or COPAC catalogs on 16 February 2013. URL link is broken too.."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356185"},{"key":"e_1_3_2_2_11_1","unstructured":"D.\u00a0A. Kenny. 2012. Measuring Model Fit. http:\/\/davidakenny.net\/cm\/fit.htm."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2018.00046"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/1855840.1855846"},{"key":"e_1_3_2_2_14_1","volume-title":"Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on. IEEE, 1\u20139.","author":"Liu Yudan","year":"2008","unstructured":"Yudan Liu, Raja Nassar, Chokchai Leangsuksun, Nichamon Naksinehaboon, Mihaela Paun, and Stephen\u00a0L Scott. 2008. An optimal checkpoint\/restart model for a large scale high performance computing system. In Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on. IEEE, 1\u20139."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.5110"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.2307\/2369148"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/14786440009463897"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/SC41405.2020.00052"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2006.5"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1897816.1897844"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/DFT.2017.8244428"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2694344.2694348"}],"event":{"name":"SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis","acronym":"SC-W 2023","location":"Denver CO USA"},"container-title":["Proceedings of the SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3624062.3624121","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3624062.3624121","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T03:02:11Z","timestamp":1755745331000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3624062.3624121"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,12]]},"references-count":22,"alternative-id":["10.1145\/3624062.3624121","10.1145\/3624062"],"URL":"https:\/\/doi.org\/10.1145\/3624062.3624121","relation":{},"subject":[],"published":{"date-parts":[[2023,11,12]]},"assertion":[{"value":"2023-11-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}