{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T15:44:41Z","timestamp":1781883881034,"version":"3.54.5"},"reference-count":6,"publisher":"Association for Computing Machinery (ACM)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc. VLDB Endow."],"published-print":{"date-parts":[[2019,8]]},"abstract":"<jats:p>\n            We demonstrate Grano\n            <jats:sup>1<\/jats:sup>\n            , an end-to-end anomaly detection and root cause analysis (or RCA for short) system for cloud-native distributed data platform by providing a holistic view of the system component topology, alarms and application events. Grano provides: a\n            <jats:italic>Detection Layer<\/jats:italic>\n            to process large amount of time-series monitoring data to detect anomalies at logical and physical system components; an\n            <jats:italic>Anomaly Graph Layer<\/jats:italic>\n            with novel graph modeling and algorithms for leveraging system topology data and detection results to identify the root cause relevance at the system component level; and an\n            <jats:italic>Application Layer<\/jats:italic>\n            that automatically notifies on-call personnel and presents real-time and on-demand RCA support through an interactive graph interface. The system is deployed and evaluated using eBay's production data to help on-call personnel to shorten the identification of root cause from hours to minutes.\n          <\/jats:p>","DOI":"10.14778\/3352063.3352105","type":"journal-article","created":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T18:36:11Z","timestamp":1568831771000},"page":"1942-1945","source":"Crossref","is-referenced-by-count":33,"title":["GRANO"],"prefix":"10.14778","volume":"12","author":[{"given":"Hanzhang","family":"Wang","sequence":"first","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Phuong","family":"Nguyen","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Li","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Selcuk","family":"Kopru","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gene","family":"Zhang","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sanjeev","family":"Katariya","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sami","family":"Ben-Romdhane","sequence":"additional","affiliation":[{"name":"eBay Inc."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,8]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"Anomaly detection projects. https:\/\/github.com\/rob-med\/awesome-TS-anomaly-detection. Accessed: 2019-03-15.  Anomaly detection projects. https:\/\/github.com\/rob-med\/awesome-TS-anomaly-detection. Accessed: 2019-03-15."},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-014-0365-y"},{"key":"e_1_2_1_3_1","first-page":"413","volume-title":"Proceedings of the 2009 SDM","author":"Cheng H.","year":"2009"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"e_1_2_1_5_1","volume-title":"OTexts","author":"Hyndman R. J.","year":"2018"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3135974.3135977"}],"container-title":["Proceedings of the VLDB Endowment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.14778\/3352063.3352105","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,28]],"date-time":"2022-12-28T10:37:31Z","timestamp":1672223851000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.14778\/3352063.3352105"}},"subtitle":["interactive graph-based root cause analysis for cloud-native distributed data platform"],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":6,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2019,8]]}},"alternative-id":["10.14778\/3352063.3352105"],"URL":"https:\/\/doi.org\/10.14778\/3352063.3352105","relation":{},"ISSN":["2150-8097"],"issn-type":[{"value":"2150-8097","type":"print"}],"subject":[],"published":{"date-parts":[[2019,8]]}}}