{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T12:05:55Z","timestamp":1767182755864,"version":"3.37.3"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,11,15]],"date-time":"2017-11-15T00:00:00Z","timestamp":1510704000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"name":"Basic Research 973 Program of China","award":["2015CB352502"],"award-info":[{"award-number":["2015CB352502"]}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61272092","61572289"],"award-info":[{"award-number":["61272092","61572289"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Natural Science Foundation of Shandong Province of China","award":["ZR2015FM002"],"award-info":[{"award-number":["ZR2015FM002"]}]},{"name":"Science and Technology Development Program of Shandong Province of China","award":["2014GGE27178"],"award-info":[{"award-number":["2014GGE27178"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Data Sci. Eng."],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1007\/s41019-017-0053-1","type":"journal-article","created":{"date-parts":[[2017,11,15]],"date-time":"2017-11-15T02:38:11Z","timestamp":1510713491000},"page":"289-300","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Sliding Window Top-K Monitoring over Distributed Data Streams"],"prefix":"10.1007","volume":"2","author":[{"given":"Ben","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhijin","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohui","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,11,15]]},"reference":[{"issue":"4","key":"53_CR1","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1007\/s10619-015-7187-9","volume":"34","author":"D Amagata","year":"2016","unstructured":"Amagata D, Hara T, Nishio S (2016) Sliding window top-k dominating query processing over distributed data streams. Distrib Parallel Databases 34(4):535\u2013566","journal-title":"Distrib Parallel Databases"},{"key":"53_CR2","unstructured":"Babcock B, Datar M, Motwani R (2002) Sampling from a moving window over streaming data. In: Proceedings of the thirteenth annual ACM-SIAM symposium on discrete algorithms, San Francisco, 6\u20138 January 2002, pp 633\u2013634"},{"key":"53_CR3","doi-asserted-by":"crossref","unstructured":"Babcock B, Olston C (2003) Distributed top-k monitoring. In: Proceedings of the 2003 ACM SIGMOD international conference on management of data, San Diego, 9\u201312 June 2003, pp 28\u201339","DOI":"10.1145\/872757.872764"},{"key":"53_CR4","doi-asserted-by":"crossref","unstructured":"Bruno N, Gravano L, Marian A (2002) Evaluating top-k queries over web-accessible databases. In: Proceedings of the 18th international conference on data engineering, San Jose, 26 February\u20131 March 2002, pp 369\u2013380","DOI":"10.1109\/ICDE.2002.994751"},{"key":"53_CR5","doi-asserted-by":"crossref","unstructured":"Cao P, Wang Z (2004) Efficient top-k query calculation in distributed networks. In: Proceedings of the twenty-third annual ACM symposium on principles of distributed computing, PODC 2004, St. John\u2019s, 25\u201328 July 2004, pp 206\u2013215","DOI":"10.1145\/1011767.1011798"},{"issue":"1","key":"53_CR6","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/2481528.2481530","volume":"42","author":"G Cormode","year":"2013","unstructured":"Cormode G (2013) The continuous distributed monitoring model. SIGMOD Rec 42(1):5\u201314","journal-title":"SIGMOD Rec"},{"key":"53_CR7","doi-asserted-by":"crossref","unstructured":"Fagin R, Lotem A, Naor M (2001) Optimal aggregation algorithms for middleware. In: Proceedings of the twentieth ACM SIGACT-SIGMOD-SIGART symposium on principles of database systems, Santa Barbara, 1\u201323 May 2001","DOI":"10.1145\/375551.375567"},{"key":"53_CR8","doi-asserted-by":"crossref","unstructured":"Giatrakos N, Deligiannakis A, Garofalakis MN, Sharfman I, Schuster A (2012) Prediction-based geometric monitoring over distributed data streams. In: Proceedings of the ACM SIGMOD international conference on management of data, SIGMOD 2012, Scottsdale, 20\u201324 May 2012, pp 265\u2013276","DOI":"10.1145\/2213836.2213867"},{"key":"53_CR9","doi-asserted-by":"crossref","unstructured":"Gupta R, Ramamritham K, Mohania MK (2010) Ratio threshold queries over distributed data sources. In: Proceedings of the 26th international conference on data engineering, ICDE 2010, Long Beach, 1\u20136 March 2010, pp 581\u2013584","DOI":"10.1109\/ICDE.2010.5447920"},{"key":"53_CR10","doi-asserted-by":"crossref","unstructured":"Kashyap SR, Ramamirtham J, Rastogi R, Shukla P (2008) Efficient constraint monitoring using adaptive thresholds. In: Proceedings of the 24th international conference on data engineering, ICDE 2008, Canc\u00fan, 7\u201312 April 2008, pp 526\u2013535","DOI":"10.1109\/ICDE.2008.4497461"},{"issue":"8","key":"53_CR11","doi-asserted-by":"crossref","first-page":"1520","DOI":"10.1109\/TKDE.2011.102","volume":"24","author":"D Keren","year":"2012","unstructured":"Keren D, Sharfman I, Schuster A, Livne A (2012) Shape sensitive geometric monitoring. IEEE Trans Knowl Data Eng 24(8):1520\u20131535","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"53_CR12","doi-asserted-by":"crossref","unstructured":"Koudas N, Ooi BC, Tan K, Zhang R (2004) Approximate NN queries on streams with guaranteed error\/performance bounds. In: (e)Proceedings of the thirtieth international conference on very large data bases, Toronto, 31 August\u20133 September 3 2004, pp 804\u2013815","DOI":"10.1016\/B978-012088469-8.50071-1"},{"key":"53_CR13","doi-asserted-by":"crossref","unstructured":"Lazerson A, Keren D, Schuster A (2016) Lightweight monitoring of distributed streams. In: Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining, San Francisco, 13\u201317 August 2016, pp 1685\u20131694","DOI":"10.1145\/2939672.2939820"},{"issue":"5","key":"53_CR14","first-page":"545","volume":"8","author":"A Lazerson","year":"2015","unstructured":"Lazerson A, Sharfman I, Keren D, Schuster A, Garofalakis MN, Samoladas V (2015) Monitoring distributed streams using convex decompositions. PVLDB 8(5):545\u2013556","journal-title":"PVLDB"},{"key":"53_CR15","doi-asserted-by":"crossref","unstructured":"Lv Z, Chen B, Yu X (2017) Sliding window top-k monitoring over distributed data streams. In: Web and big data\u2014first international joint conference, APWeb-WAIM 2017, Beijing, 7\u20139 July 2017, proceedings, part I, pp 527\u2013540,","DOI":"10.1007\/978-3-319-63579-8_40"},{"key":"53_CR16","unstructured":"Michel S, Triantafillou P, Weikum G (2005) KLEE: a framework for distributed top-k query algorithms. In: Proceedings of the 31st international conference on very large data bases, Trondheim, 30 August\u20132 September 2005, pp 637\u2013648"},{"key":"53_CR17","doi-asserted-by":"crossref","unstructured":"Mouratidis K, Bakiras S, Papadias D (2006) Continuous monitoring of top-k queries over sliding windows. In: Proceedings of the ACM SIGMOD international conference on management of data, Chicago, 27\u201329 June 2006, pp 635\u2013646","DOI":"10.1145\/1142473.1142544"},{"issue":"1","key":"53_CR18","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1145\/1061318.1061320","volume":"30","author":"D Papadias","year":"2005","unstructured":"Papadias D, Tao Y, Fu G, Seeger B (2005) Progressive skyline computation in database systems. ACM Trans Database Syst 30(1):41\u201382","journal-title":"ACM Trans Database Syst"},{"key":"53_CR19","doi-asserted-by":"crossref","unstructured":"Sharfman I, Schuster A, Keren D (2006) A geometric approach to monitoring threshold functions over distributed data streams. In: Proceedings of the ACM SIGMOD international conference on management of data, Chicago, 27\u201329 June 2006, pp 301\u2013312","DOI":"10.1145\/1142473.1142508"},{"key":"53_CR20","unstructured":"Apache Storm. http:\/\/storm.apache.org\/ . Accessed Feb 2017"},{"key":"53_CR21","doi-asserted-by":"crossref","unstructured":"Vlachou A, Doulkeridis C, N\u00f8rv\u00e5g K, Vazirgiannis M (2008) On efficient top-k query processing in highly distributed environments. In: Proceedings of the ACM SIGMOD international conference on management of data, SIGMOD 2008, Vancouver, 10\u201312 June 2008, pp 753\u2013764","DOI":"10.1145\/1376616.1376692"},{"issue":"7","key":"53_CR22","first-page":"588","volume":"9","author":"X Wang","year":"2016","unstructured":"Wang X, Zhang Y, Zhang W, Lin X, Huang Z (2016) SKYPE: top-k spatial-keyword publish\/subscribe over sliding window. PVLDB 9(7):588\u2013599","journal-title":"PVLDB"},{"key":"53_CR23","doi-asserted-by":"crossref","unstructured":"Yang D, Shastri A, Rundensteiner EA, Ward MO (2011) An optimal strategy for monitoring top-k queries in streaming windows. In: EDBT 2011, 14th international conference on extending database technology, Uppsala, 21\u201324 March 2011, proceedings, pp 57\u201368","DOI":"10.1145\/1951365.1951375"},{"key":"53_CR24","doi-asserted-by":"crossref","unstructured":"Yi K, Zhang Q (2009) Optimal tracking of distributed heavy hitters and quantiles. In: Proceedings of the twenty-eigth ACM SIGMOD-SIGACT-SIGART symposium on principles of database systems, PODS 2009, Providence, 19 June\u20131 July 2009, pp 167\u2013174","DOI":"10.1145\/1559795.1559820"},{"key":"53_CR25","doi-asserted-by":"crossref","unstructured":"Yu A, Agarwal PK, Yang J (2012) Processing a large number of continuous preference top-k queries. In: Proceedings of the ACM SIGMOD international conference on management of data, SIGMOD 2012, Scottsdale, 20\u201324 May 2012, pp 397\u2013408","DOI":"10.1145\/2213836.2213882"},{"key":"53_CR26","unstructured":"Yu X, Pu KQ, Koudas N (2005) Monitoring k-nearest neighbor queries over moving objects. In: Proceedings of the 21st international conference on data engineering, ICDE 2005, Tokyo, 5\u20138 April 2005, pp 631\u2013642"},{"issue":"6","key":"53_CR27","doi-asserted-by":"crossref","first-page":"1310","DOI":"10.1109\/TKDE.2017.2662236","volume":"29","author":"R Zhu","year":"2017","unstructured":"Zhu R, Wang B, Yang X, Zheng B, Wang G (2017) SAP: improving continuous top-k queries over streaming data. IEEE Trans Knowl Data Eng 29(6):1310\u20131328","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"1","key":"53_CR28","first-page":"89","volume":"9","author":"GK Zipf","year":"1932","unstructured":"Zipf GK (1932) Selected studies of the principle of relative frequency in language. Language 9(1):89\u201392","journal-title":"Language"}],"container-title":["Data Science and Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s41019-017-0053-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41019-017-0053-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41019-017-0053-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,6]],"date-time":"2019-10-06T00:58:21Z","timestamp":1570323501000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s41019-017-0053-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,15]]},"references-count":28,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["53"],"URL":"https:\/\/doi.org\/10.1007\/s41019-017-0053-1","relation":{},"ISSN":["2364-1185","2364-1541"],"issn-type":[{"type":"print","value":"2364-1185"},{"type":"electronic","value":"2364-1541"}],"subject":[],"published":{"date-parts":[[2017,11,15]]}}}