{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T17:37:28Z","timestamp":1776879448591,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":11,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,5,8]],"date-time":"2018-05-08T00:00:00Z","timestamp":1525737600000},"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":[[2018,5,8]]},"DOI":"10.1145\/3203217.3203265","type":"proceedings-article","created":{"date-parts":[[2018,7,26]],"date-time":"2018-07-26T07:58:06Z","timestamp":1532591886000},"page":"256-259","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Online anomaly detection framework for spark systems via stage-task behavior modeling"],"prefix":"10.1145","author":[{"given":"Rui","family":"Ren","sequence":"first","affiliation":[{"name":"Institute of Computing Technology, CAS and University of Chinese Academy of Sciences"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Tian","sequence":"additional","affiliation":[{"name":"Kunming University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, CAS"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,5,8]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2017. Stress tool. http:\/\/weather.ou.edu\/~apw\/projects\/stress\/. (2017)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"2017. Z-test. https:\/\/en.wikipedia.org\/wiki\/Z-test. (2017).","DOI":"10.23867\/test"},{"key":"e_1_3_2_1_3_1","unstructured":"2018. P-value. https:\/\/en.wikipedia.org\/wiki\/P-value. (2018)."},{"key":"e_1_3_2_1_4_1","unstructured":"Elastic. 2017. Logstash. https:\/\/www.elastic.co\/products\/logstash. (2017)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/2361796"},{"key":"e_1_3_2_1_6_1","volume":"201","author":"Kreps J.","unstructured":"J. Kreps, N. Narkhede, and J. Rao. 2011. Kafka: A distributed messaging system for log processing. In 6th International Workshop on Networking Meets Databases (NetDB).","journal-title":"J. Rao."},{"key":"e_1_3_2_1_7_1","volume-title":"Log-based Abnormal Task Detection and Root Cause Analysis for Spark. In IEEE International Conference on Web Services (ICWS).","author":"Lu Siyang","year":"2017","unstructured":"Siyang Lu, BingBing Rao, Xiang Wei, Byungchul Tak, Long Wang, and Liqiang Wang. 2017. Log-based Abnormal Task Detection and Root Cause Analysis for Spark. In IEEE International Conference on Web Services (ICWS)."},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 20th IEEE International Symposium On High Performance Computer Architecture.","author":"Wang L.","unstructured":"L. Wang, J. Zhan, C. Luo, Y. Zhu, Q. Yang, Y. He, W. Gao, Z. Jia, Y. Shi, S. Zhang, C. Zheng, G. Lu, K. Zhan, and B. Qiu. 2014. BigDataBench: A Big Data Benchmark Suite from Internet Services. In Proceedings of the 20th IEEE International Symposium On High Performance Computer Architecture."},{"key":"e_1_3_2_1_9_1","unstructured":"Wikipedia. 2018. Logistic regression. https:\/\/en.wikipedia.org\/wiki\/Logistic_regression. (2018)."},{"key":"e_1_3_2_1_10_1","unstructured":"wikipedia. 2018. Precision and recall. https:\/\/en.wikipedia.org\/wiki\/Precision_and_recall. (2018)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/2228298.2228301"}],"event":{"name":"CF '18: Computing Frontiers Conference","location":"Ischia Italy","acronym":"CF '18","sponsor":["SIGMICRO ACM Special Interest Group on Microarchitectural Research and Processing"]},"container-title":["Proceedings of the 15th ACM International Conference on Computing Frontiers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3203265","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3203217.3203265","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T16:39:09Z","timestamp":1776875949000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3203265"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,8]]},"references-count":11,"alternative-id":["10.1145\/3203217.3203265","10.1145\/3203217"],"URL":"https:\/\/doi.org\/10.1145\/3203217.3203265","relation":{},"subject":[],"published":{"date-parts":[[2018,5,8]]},"assertion":[{"value":"2018-05-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}