{"id":"https://openalex.org/W2156974515","doi":"https://doi.org/10.1145/2335484.2335516","title":"Understanding and improving the cost of scaling distributed event processing","display_name":"Understanding and improving the cost of scaling distributed event processing","publication_year":2012,"publication_date":"2012-07-16","ids":{"openalex":"https://openalex.org/W2156974515","doi":"https://doi.org/10.1145/2335484.2335516","mag":"2156974515"},"language":"en","primary_location":{"id":"doi:10.1145/2335484.2335516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2335484.2335516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/3438637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019108357","display_name":"Shoaib Akram","orcid":"https://orcid.org/0000-0003-2388-0517"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Shoaib Akram","raw_affiliation_strings":["Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece"],"affiliations":[{"raw_affiliation_string":"Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079517640","display_name":"Manolis Marazakis","orcid":"https://orcid.org/0000-0002-4768-3289"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manolis Marazakis","raw_affiliation_strings":["Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece"],"affiliations":[{"raw_affiliation_string":"Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052335338","display_name":"Angelos Bilas","orcid":"https://orcid.org/0000-0003-2975-4124"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Angelos Bilas","raw_affiliation_strings":["Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece"],"affiliations":[{"raw_affiliation_string":"Foundation for Research and Technology - Hellas (FORTH), Vassilika Vouton, Heraklion, GR, Greece","institution_ids":["https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019108357"],"corresponding_institution_ids":["https://openalex.org/I8901234"],"apc_list":null,"apc_paid":null,"fwci":4.2633,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94630968,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8303775787353516},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6764686107635498},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6335415840148926},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5796604156494141},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5749598145484924},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5080385208129883},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.49539124965667725},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.46592992544174194},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3347070813179016},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3226524889469147},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22769248485565186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08961290121078491}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8303775787353516},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6764686107635498},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6335415840148926},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5796604156494141},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5749598145484924},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5080385208129883},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.49539124965667725},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.46592992544174194},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3347070813179016},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3226524889469147},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22769248485565186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08961290121078491},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2335484.2335516","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2335484.2335516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:3438637","is_oa":true,"landing_page_url":"https://zenodo.org/record/3438637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3438637","is_oa":true,"landing_page_url":"https://zenodo.org/record/3438637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8500000238418579,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1045643128","display_name":null,"funder_award_id":"FP7-ICT-217068","funder_id":"https://openalex.org/F4320334962","funder_display_name":"Sixth Framework Programme"},{"id":"https://openalex.org/G1544653644","display_name":null,"funder_award_id":"FP7-ICT-216181","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G2298200220","display_name":null,"funder_award_id":"FP7-ICT-248615","funder_id":"https://openalex.org/F4320334962","funder_display_name":"Sixth Framework Programme"},{"id":"https://openalex.org/G3838835331","display_name":null,"funder_award_id":"FP7-ICT-248615","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G7068703734","display_name":null,"funder_award_id":"FP7-PEOPLE-ITN-2008-238808","funder_id":"https://openalex.org/F4320334962","funder_display_name":"Sixth Framework Programme"},{"id":"https://openalex.org/G8038784405","display_name":null,"funder_award_id":"FP7-PEOPLE-ITN-2008-238808","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G8092020855","display_name":null,"funder_award_id":"FP7-ICT-216181","funder_id":"https://openalex.org/F4320334962","funder_display_name":"Sixth Framework Programme"},{"id":"https://openalex.org/G8767106658","display_name":null,"funder_award_id":"FP7-ICT-217068","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334962","display_name":"Sixth Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W55109682","https://openalex.org/W1692590824","https://openalex.org/W1831560769","https://openalex.org/W1884959966","https://openalex.org/W1975411980","https://openalex.org/W1987398607","https://openalex.org/W2001519622","https://openalex.org/W2015681217","https://openalex.org/W2022670222","https://openalex.org/W2032979952","https://openalex.org/W2069433961","https://openalex.org/W2083155546","https://openalex.org/W2099395665","https://openalex.org/W2101857770","https://openalex.org/W2114728910","https://openalex.org/W2114818286","https://openalex.org/W2116861063","https://openalex.org/W2118955868","https://openalex.org/W2128362607","https://openalex.org/W2140371998","https://openalex.org/W2143357067","https://openalex.org/W2149576945","https://openalex.org/W2152694640","https://openalex.org/W2158460713","https://openalex.org/W2159844592","https://openalex.org/W2164128653","https://openalex.org/W2168266679","https://openalex.org/W2340519882","https://openalex.org/W3014079605","https://openalex.org/W3083387557","https://openalex.org/W4239406378"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W3016417755","https://openalex.org/W2136583354","https://openalex.org/W2889616422","https://openalex.org/W2149470664","https://openalex.org/W3136989197"],"abstract_inverted_index":{"Building":[0],"scalable":[1],"back-end":[2],"infrastructures":[3],"for":[4,55,114],"data-centric":[5],"applications":[6,199],"is":[7,32],"becoming":[8],"important.":[9],"Applications":[10],"used":[11,54],"in":[12,35,108,154],"data-centres":[13],"have":[14],"complex,":[15],"multilayer":[16],"software":[17,41,101,152],"stacks":[18],"and":[19,71,90,93,123,180],"are":[20,86,124],"required":[21],"to":[22,24,88,143,169,178,186,203],"scale":[23],"a":[25,52,65,96,149],"large":[26],"number":[27],"of":[28,39,50,82,99,120,156,206],"nodes.":[29],"Today,":[30],"there":[31],"increased":[33],"interest":[34],"improving":[36],"the":[37,48,74,83,135,164],"efficiency":[38,49],"such":[40,51],"stacks.":[42,102],"In":[43],"this":[44],"paper,":[45],"we":[46,189],"examine":[47],"stack":[53,84,153],"distributed":[56],"stream":[57,109,197],"processing,":[58],"an":[59],"important":[60],"application":[61,157],"domain.":[62],"We":[63,78,103,128,140],"use":[64],"specific":[66],"streaming":[67],"system,":[68],"Borealis":[69],"[10],":[70],"extensively":[72],"hand-tune":[73],"end-to-end":[75],"data":[76,94,165],"path.":[77],"focus":[79],"on":[80,134],"parts":[81],"that":[85,105,116,162,191],"related":[87],"intra-":[89],"inter-node":[91],"communication":[92,115],"exchange,":[95],"central":[97],"component":[98],"many":[100],"find":[104],"application-independent":[106],"code":[107],"processing":[110,198],"middleware":[111],"employs":[112],"operations":[113,132,146],"consume":[117],"significant":[118],"amount":[119],"CPU":[121],"cycles":[122],"not":[125],"strictly":[126],"necessary.":[127],"first":[129],"categorize":[130],"these":[131,145],"based":[133],"protocol":[136],"function":[137],"they":[138],"support.":[139],"then":[141],"proceed":[142],"remove":[144],"by":[147,176,184],"producing":[148],"functionally":[150],"equivalent":[151],"terms":[155],"processing.":[158],"Our":[159],"results":[160],"show":[161],"restructuring":[163],"path":[166],"achieves":[167],"up":[168,177,185,202],"5x":[170],"higher":[171],"throughput,":[172],"reduces":[173],"energy":[174],"consumption":[175],"60%":[179],"saves":[181],"infrastructure":[182],"cost":[183],"40%.":[187],"Finally,":[188],"project":[190],"with":[192],"1024-core":[193],"processors":[194],"per":[195],"node,":[196],"will":[200],"demand":[201],"2":[204],"TBits/s/node":[205],"networking":[207],"throughput.":[208]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}