{"title":"Streaming Pattern Discovery in Multiple Time-Series","authors":"S. Papadimitriou, Jimeng Sun, C. Faloutsos","doi":"10.1184/R1/6609941.V1","DOIUrl":"https://doi.org/10.1184/R1/6609941.V1","url":null,"abstract":"In this paper, we introduce SPIRIT (Streaming Pattern dIscoveRy in multIple Time-series). Given n numerical data streams, all of whose values we observe at each time tick t, SPIRIT can incrementally find correlations and hidden variables, which summarise the key trends in the entire stream collection. It can do this quickly, with no buffering of stream values and without comparing pairs of streams. Moreover, it is any-time, single pass, and it dynamically detects changes. The discovered trends can also be used to immediately spot potential anomalies, to do efficient forecasting and, more generally, to dramatically simplify further data processing. Our experimental evaluation and case studies show that SPIRIT can incrementally capture correlations and discover trends, efficiently and effectively.","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2005-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132291298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Querying Business Processes with BP-QL","authors":"C. Beeri, Anat Eyal, Simon Kamenkovich, T. Milo","doi":"10.1016/j.is.2008.02.005","DOIUrl":"https://doi.org/10.1016/j.is.2008.02.005","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2005-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"118780898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
H. Skogsrud, B. Benatallah, F. Casati, Manh Q. Dinh
{"title":"Trust-Serv: A Lightweight Trust Negotiation Service","authors":"H. Skogsrud, B. Benatallah, F. Casati, Manh Q. Dinh","doi":"10.1016/B978-012088469-8.50139-X","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50139-X","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123171693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Chaudhuri, Gautam Das, Vagelis Hristidis, G. Weikum
{"title":"Probabilistic Ranking of Database Query Results","authors":"S. Chaudhuri, Gautam Das, Vagelis Hristidis, G. Weikum","doi":"10.1016/B978-012088469-8.50078-4","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50078-4","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124812490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ernest Teniente, Carles Farré, Toni Urpí, Carlos Beltrán, D. Gañán
{"title":"SVT: Schema Validation Tool for Microsoft SQL-Server","authors":"Ernest Teniente, Carles Farré, Toni Urpí, Carlos Beltrán, D. Gañán","doi":"10.1016/B978-012088469-8.50144-3","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50144-3","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126193496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Multi-Purpose Implementation of Mandatory Access Control in Relational Database Management Systems","authors":"Walid Rjaibi, Paul Bird","doi":"10.1016/B978-012088469-8.50088-7","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50088-7","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116611351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Lifting the Burden of History from Adaptive Query Processing","authors":"A. Deshpande, J. Hellerstein","doi":"10.1016/B978-012088469-8.50083-8","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50083-8","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116832740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"CHICAGO: A Test and Evaluation Environment for Coarse-Grained Optimization","authors":"Tobias Kraft, H. Schwarz","doi":"10.1016/B978-012088469-8.50143-1","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50143-1","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128352139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Reynold Cheng, Yuni Xia, Sunil Prabhakar, R. Shah, J. Vitter
{"title":"Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data","authors":"Reynold Cheng, Yuni Xia, Sunil Prabhakar, R. Shah, J. Vitter","doi":"10.1016/B978-012088469-8.50077-2","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50077-2","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124116836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Generating Thousand Benchmark Queries in Seconds","authors":"Meikel Pöss, John M. Stephens","doi":"10.1016/B978-012088469-8.50091-7","DOIUrl":"https://doi.org/10.1016/B978-012088469-8.50091-7","url":null,"abstract":"","PeriodicalId":307514,"journal":{"name":"Very Large Data Bases Conference","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114339454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}