{"id":"https://openalex.org/W2107064590","doi":"https://doi.org/10.1177/0037549711412981","title":"Towards flexible exascale stream processing system simulation","display_name":"Towards flexible exascale stream processing system simulation","publication_year":2011,"publication_date":"2011-08-09","ids":{"openalex":"https://openalex.org/W2107064590","doi":"https://doi.org/10.1177/0037549711412981","mag":"2107064590"},"language":"en","primary_location":{"id":"doi:10.1177/0037549711412981","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549711412981","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-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/A5043997466","display_name":"Alfred J. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alfred J Park","raw_affiliation_strings":["IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003710372","display_name":"Chenghong Li","orcid":"https://orcid.org/0009-0004-0604-7421"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng-Hong Li","raw_affiliation_strings":["IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109898812","display_name":"Ravi Nair","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Nair","raw_affiliation_strings":["IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109399117","display_name":"Nobuyuki Ohba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145865","display_name":"IBM Research - Tokyo","ror":"https://ror.org/04915qk43","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145865"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuyuki Ohba","raw_affiliation_strings":["IBM Research, Tokyo Research Laboratory, Yamato City, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Tokyo Research Laboratory, Yamato City, Kanagawa, Japan","institution_ids":["https://openalex.org/I4210145865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091603192","display_name":"Uzi Shvadron","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120800","display_name":"Carmel (Israel)","ror":"https://ror.org/02wvcn790","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210120800"]},{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Uzi Shvadron","raw_affiliation_strings":["IBM Research, Haifa Research Laboratory, Haifa University, Mount Carmel, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa Research Laboratory, Haifa University, Mount Carmel, Israel","institution_ids":["https://openalex.org/I4210120800","https://openalex.org/I4210167297"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109958961","display_name":"Ayal Zaks","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120800","display_name":"Carmel (Israel)","ror":"https://ror.org/02wvcn790","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210120800"]},{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ayal Zaks","raw_affiliation_strings":["IBM Research, Haifa Research Laboratory, Haifa University, Mount Carmel, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Haifa Research Laboratory, Haifa University, Mount Carmel, Israel","institution_ids":["https://openalex.org/I4210120800","https://openalex.org/I4210167297"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049045208","display_name":"E. Schenfeld","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugen Schenfeld","raw_affiliation_strings":["IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4008,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72819653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"88","issue":"7","first_page":"832","last_page":"851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9994000196456909,"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/stream-processing","display_name":"Stream processing","score":0.8122043609619141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8112567067146301},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6839433312416077},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6626757979393005},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5739312171936035},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5338417887687683},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.43853700160980225},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.43347764015197754},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.429829478263855},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34355807304382324},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2069447636604309},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.18370240926742554},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0747029185295105}],"concepts":[{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.8122043609619141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112567067146301},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6839433312416077},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6626757979393005},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5739312171936035},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5338417887687683},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.43853700160980225},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.43347764015197754},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.429829478263855},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34355807304382324},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2069447636604309},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.18370240926742554},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0747029185295105},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0037549711412981","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549711412981","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W120905807","https://openalex.org/W1504525299","https://openalex.org/W1568192366","https://openalex.org/W1599698343","https://openalex.org/W1801279003","https://openalex.org/W1913098234","https://openalex.org/W1976374083","https://openalex.org/W1983899098","https://openalex.org/W2001474264","https://openalex.org/W2005961863","https://openalex.org/W2010801412","https://openalex.org/W2017704608","https://openalex.org/W2031849950","https://openalex.org/W2034147186","https://openalex.org/W2041499286","https://openalex.org/W2050093592","https://openalex.org/W2070232376","https://openalex.org/W2080285119","https://openalex.org/W2089867526","https://openalex.org/W2099414926","https://openalex.org/W2102564838","https://openalex.org/W2104225326","https://openalex.org/W2104864218","https://openalex.org/W2105678875","https://openalex.org/W2109997314","https://openalex.org/W2112215401","https://openalex.org/W2115438344","https://openalex.org/W2121735063","https://openalex.org/W2122279053","https://openalex.org/W2122886322","https://openalex.org/W2123483967","https://openalex.org/W2128362607","https://openalex.org/W2130285523","https://openalex.org/W2130436064","https://openalex.org/W2140078503","https://openalex.org/W2141024963","https://openalex.org/W2146400982","https://openalex.org/W2146772558","https://openalex.org/W2147544162","https://openalex.org/W2148740615","https://openalex.org/W2149576945","https://openalex.org/W2149770289","https://openalex.org/W2150005434","https://openalex.org/W2156415110","https://openalex.org/W2156896988","https://openalex.org/W2158882647","https://openalex.org/W2159064279","https://openalex.org/W2159844592","https://openalex.org/W2163773423","https://openalex.org/W2165100134","https://openalex.org/W2167291474","https://openalex.org/W2168076459","https://openalex.org/W2296636214","https://openalex.org/W4229955245","https://openalex.org/W4231101651","https://openalex.org/W4231101712","https://openalex.org/W4237371537","https://openalex.org/W4237873879","https://openalex.org/W4243307539","https://openalex.org/W4248384648","https://openalex.org/W4248547460","https://openalex.org/W4302047290"],"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/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W3016417755","https://openalex.org/W97075385","https://openalex.org/W3175549310"],"abstract_inverted_index":{"Stream":[0],"processing":[1,29,41,46],"is":[2,49],"an":[3],"important":[4],"emerging":[5],"computational":[6],"model":[7,60],"for":[8,24,38,67],"performing":[9],"complex":[10],"operations":[11],"on":[12,86],"and":[13,26,62,76],"across":[14],"multi-source,":[15],"high-volume,":[16],"unpredictable":[17],"dataflows.":[18],"We":[19,72],"present":[20],"Flow,":[21],"a":[22,34,50,87],"platform":[23],"parallel":[25,75],"distributed":[27,77],"stream":[28,40,45,69],"system":[30,47],"simulation":[31],"that":[32,54],"provides":[33],"flexible":[35],"modeling":[36],"environment":[37],"analyzing":[39],"applications.":[42],"The":[43],"Flow":[44],"simulator":[48,53],"high-performance,":[51],"scalable":[52],"automatically":[55],"parallelizes":[56],"chunks":[57],"of":[58],"the":[59],"space":[61],"incurs":[63],"near-zero":[64],"synchronization":[65],"overhead":[66],"acyclic":[68],"application":[70],"graphs.":[71],"show":[73],"promising":[74],"event":[78],"rates":[79],"exceeding":[80],"149":[81],"million":[82],"events":[83],"per":[84],"second":[85],"cluster":[88],"with":[89],"512":[90],"processor":[91],"cores.":[92]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
