{"id":"https://openalex.org/W1974690209","doi":"https://doi.org/10.1109/icde.2008.4497626","title":"Toward Simulation-Based Optimization in Data Stream Management Systems","display_name":"Toward Simulation-Based Optimization in Data Stream Management Systems","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W1974690209","doi":"https://doi.org/10.1109/icde.2008.4497626","mag":"1974690209"},"language":"en","primary_location":{"id":"doi:10.1109/icde.2008.4497626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2008.4497626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE 24th International Conference on Data Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025674466","display_name":"Christoph Heinz","orcid":null},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Heinz","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Marburg, Germany","Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050450485","display_name":"J\u00fcrgen Kr\u00e4mer","orcid":null},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Kramer","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Marburg, Germany","Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091290469","display_name":"Tobias Riemenschneider","orcid":null},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Riemenschneider","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Marburg, Germany","Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062564511","display_name":"Bernhard Seeger","orcid":"https://orcid.org/0000-0002-9362-153X"},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Seeger","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Marburg, Germany","Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Dept. of Math. & Comput. Sci., Univ. of Marburg, Marburg","institution_ids":["https://openalex.org/I161103922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025674466"],"corresponding_institution_ids":["https://openalex.org/I161103922"],"apc_list":null,"apc_paid":null,"fwci":0.3812,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66923538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1580","last_page":"1583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8361024856567383},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.6396201848983765},{"id":"https://openalex.org/keywords/query-plan","display_name":"Query plan","score":0.5285807251930237},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5276321768760681},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5129877924919128},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5033957362174988},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4982106685638428},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4815847873687744},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.47794464230537415},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4458346366882324},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.44114112854003906},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42611053586006165},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.42240041494369507},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.2653438150882721},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2544296979904175},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10112246870994568},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.0868602991104126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0769432783126831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8361024856567383},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.6396201848983765},{"id":"https://openalex.org/C2779729312","wikidata":"https://www.wikidata.org/wiki/Q784232","display_name":"Query plan","level":5,"score":0.5285807251930237},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5276321768760681},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5129877924919128},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5033957362174988},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4982106685638428},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4815847873687744},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.47794464230537415},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4458346366882324},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.44114112854003906},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42611053586006165},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.42240041494369507},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.2653438150882721},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2544296979904175},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10112246870994568},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0868602991104126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0769432783126831},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icde.2008.4497626","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2008.4497626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE 24th International Conference on Data Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.543.7816","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.543.7816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mathematik.uni-marburg.de/~tobys/publications/HKRS08.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1607635451","https://openalex.org/W1612034488","https://openalex.org/W2012539690","https://openalex.org/W2095668224","https://openalex.org/W2097155602","https://openalex.org/W2103701698","https://openalex.org/W2106125778","https://openalex.org/W2118319913","https://openalex.org/W2139450737","https://openalex.org/W2156937698","https://openalex.org/W2163490027","https://openalex.org/W2165824180","https://openalex.org/W2170583713","https://openalex.org/W6674277005"],"related_works":["https://openalex.org/W1977331029","https://openalex.org/W4389449520","https://openalex.org/W2941854747","https://openalex.org/W127192698","https://openalex.org/W50436801","https://openalex.org/W1943557536","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361194359"],"abstract_inverted_index":{"Our":[0],"demonstration":[1],"introduces":[2],"a":[3,31,52,88],"novel":[4],"system":[5,27,134],"architecture":[6],"which":[7,35,48],"massively":[8],"facilitates":[9],"optimization":[10,23,33,123,144],"in":[11,87],"data":[12,63],"stream":[13],"management":[14],"systems":[15],"(DSMS).":[16],"The":[17],"basic":[18],"idea":[19],"is":[20],"to":[21,65,80],"decouple":[22],"from":[24],"the":[25,37,45,61,69,95,99,109,128,138,142],"operative":[26,110],"by":[28],"means":[29],"of":[30,39,60,91,97,121,141],"secondary":[32,46,133],"system,":[34,47],"bears":[36],"burden":[38],"determining":[40],"new":[41,84],"query":[42,85],"plans.":[43],"Within":[44],"typically":[49],"runs":[50],"on":[51],"separate":[53],"machine,":[54],"we":[55,77,102,115],"utilize":[56],"suitable":[57],"statistical":[58],"models":[59],"original":[62,100],"streams":[64],"simulate":[66],"them.":[67],"As":[68],"simulation":[70],"can":[71],"run":[72],"at":[73],"much":[74],"faster":[75],"rates,":[76],"are":[78],"able":[79],"examine":[81],"and":[82,132],"assess":[83],"plans":[86,107],"shorter":[89],"period":[90],"time":[92],"without":[93],"running":[94],"risk":[96],"deteriorating":[98],"plan;":[101],"only":[103],"migrate":[104],"practically":[105],"approved":[106],"into":[108],"system.":[111],"In":[112],"our":[113,118],"demonstration,":[114],"will":[116,126],"present":[117],"prototypical":[119],"implementation":[120],"this":[122],"architecture.":[124],"We":[125],"demonstrate":[127],"interaction":[129],"between":[130],"primary":[131],"as":[135,137],"well":[136],"key":[139],"features":[140],"whole":[143],"process.":[145]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
