{"id":"https://openalex.org/W2208542492","doi":"https://doi.org/10.1109/bigdata.2015.7363758","title":"Elastic complex event processing exploiting prediction","display_name":"Elastic complex event processing exploiting prediction","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2208542492","doi":"https://doi.org/10.1109/bigdata.2015.7363758","mag":"2208542492"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","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/A5003154491","display_name":"Nikos Zacheilas","orcid":"https://orcid.org/0000-0001-6707-9559"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikos Zacheilas","raw_affiliation_strings":["Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002042735","display_name":"Vana Kalogeraki","orcid":"https://orcid.org/0000-0002-6421-9947"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vana Kalogeraki","raw_affiliation_strings":["Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081635105","display_name":"Nikolas Zygouras","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolas Zygouras","raw_affiliation_strings":["Department of Informatics, University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102876966","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u03a0\u03b1\u03bd\u03b1\u03b3\u03b9\u03ce\u03c4\u03bf\u03c5","orcid":"https://orcid.org/0000-0002-1044-2756"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Panagiotou","raw_affiliation_strings":["Department of Informatics, University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063685438","display_name":"Dimitrios Gunopulos","orcid":"https://orcid.org/0000-0001-6339-1879"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Gunopulos","raw_affiliation_strings":["Department of Informatics, University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003154491"],"corresponding_institution_ids":["https://openalex.org/I73142707"],"apc_list":null,"apc_paid":null,"fwci":14.6064,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.98711318,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9984999895095825,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9959999918937683,"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":0.8583056330680847},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.8106669187545776},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7018635272979736},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6625180244445801},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5950695872306824},{"id":"https://openalex.org/keywords/burstiness","display_name":"Burstiness","score":0.5765361189842224},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.5609825253486633},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5366650819778442},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5125327110290527},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4859389066696167},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45877915620803833},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4195401966571808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2852739691734314},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23287618160247803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8583056330680847},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.8106669187545776},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7018635272979736},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6625180244445801},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5950695872306824},{"id":"https://openalex.org/C2781023610","wikidata":"https://www.wikidata.org/wiki/Q17006304","display_name":"Burstiness","level":3,"score":0.5765361189842224},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.5609825253486633},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5366650819778442},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5125327110290527},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4859389066696167},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45877915620803833},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4195401966571808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2852739691734314},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23287618160247803},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2015.7363758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7300000190734863,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W7549854","https://openalex.org/W164706946","https://openalex.org/W1663973292","https://openalex.org/W1840817124","https://openalex.org/W1968999661","https://openalex.org/W1975337829","https://openalex.org/W1978235430","https://openalex.org/W1999995644","https://openalex.org/W2003272624","https://openalex.org/W2010573139","https://openalex.org/W2010858989","https://openalex.org/W2017203676","https://openalex.org/W2023478510","https://openalex.org/W2040484390","https://openalex.org/W2062088920","https://openalex.org/W2067631468","https://openalex.org/W2071965227","https://openalex.org/W2141003391","https://openalex.org/W2152558130","https://openalex.org/W2156896988","https://openalex.org/W2171145370","https://openalex.org/W2293058503","https://openalex.org/W2594639291","https://openalex.org/W4211049957","https://openalex.org/W6600302550","https://openalex.org/W6638750794","https://openalex.org/W6643726519","https://openalex.org/W6684786071","https://openalex.org/W6697063361"],"related_works":["https://openalex.org/W2151831402","https://openalex.org/W2157032266","https://openalex.org/W2151632549","https://openalex.org/W2115923045","https://openalex.org/W2118924829","https://openalex.org/W2949310134","https://openalex.org/W4244171749","https://openalex.org/W4253061173","https://openalex.org/W1496794085","https://openalex.org/W2953512616"],"abstract_inverted_index":{"Supporting":[0],"real-time,":[1,92],"cost-effective":[2],"execution":[3],"of":[4,51,53,64,120,140,161,181,198,218,226,235,244,253],"Complex":[5,42],"Event":[6,43],"processing":[7,44,116],"applications":[8],"in":[9,20,91,97,134,165,185,223,239],"the":[10,48,54,62,71,79,98,147,157,162,179,186,192,195,216,221,224,232,236,242],"cloud":[11],"has":[12],"been":[13,29],"an":[14],"important":[15],"goal":[16],"for":[17,40,155,176],"many":[18],"scientists":[19],"recent":[21],"years.":[22],"Distributed":[23],"Stream":[24],"Processing":[25],"Systems":[26],"(DSPS)":[27],"have":[28],"widely":[30],"adopted":[31],"by":[32,250],"major":[33],"computing":[34],"companies":[35],"as":[36,61],"a":[37,153,173,206],"powerful":[38],"approach":[39,145],"large-scale":[41],"(CEP).":[45],"However,":[46],"determining":[47],"appropriate":[49],"degree":[50],"parallelism":[52],"DSPS'":[55],"components":[56],"can":[57,248],"be":[58,82],"particularly":[59],"challenging":[60],"volume":[63],"data":[65,88,102],"streams":[66],"is":[67,74],"becoming":[68,75],"increasingly":[69],"large,":[70],"rule":[72],"set":[73],"continuously":[76],"complex,":[77],"and":[78,101,132,142,159,169,194],"system":[80,124],"must":[81],"able":[83],"to":[84,111,136,183,241],"handle":[85],"such":[86],"large":[87],"stream":[89],"volumes":[90],"taking":[93,189],"into":[94,190],"consideration":[95],"changes":[96],"burstiness":[99],"levels":[100],"characteristics.":[103],"In":[104],"this":[105],"paper":[106],"we":[107,151,171],"describe":[108],"our":[109,121,227],"solution":[110],"building":[112],"elastic":[113],"complex":[114],"event":[115],"systems":[117],"on":[118],"top":[119],"distributed":[122],"CEP":[123],"which":[125],"combines":[126],"two":[127],"commonly":[128],"used":[129],"frameworks,":[130],"Storm":[131],"Esper,":[133],"order":[135],"provide":[137,152],"both":[138],"ease":[139],"usage":[141],"scalability.":[143],"Our":[144,201,229],"makes":[146],"following":[148],"contributions:":[149],"(i)":[150],"mechanism":[154],"predicting":[156],"load":[158],"latency":[160],"Esper":[163],"engines":[164,182],"upcoming":[166,187],"time":[167],"windows,":[168,188],"(ii)":[170],"propose":[172],"novel":[174],"algorithm":[175],"automatically":[177],"adjusting":[178],"number":[180],"use":[184],"account":[191],"cost":[193],"performance":[196],"gains":[197],"possible":[199],"changes.":[200],"detailed":[202],"experimental":[203],"evaluation":[204],"with":[205],"real":[207],"traffic":[208],"monitoring":[209],"application":[210],"that":[211,246],"analyzes":[212],"bus":[213],"traces":[214],"from":[215],"city":[217],"Dublin":[219],"indicates":[220],"benefits":[222],"working":[225],"approach.":[228],"proposal":[230],"outperforms":[231],"current":[233],"state":[234],"art":[237],"technique":[238],"regards":[240],"amount":[243],"tuples":[245],"it":[247],"process":[249],"four":[251],"orders":[252],"magnitude.":[254]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}