{"id":"https://openalex.org/W2888910611","doi":"https://doi.org/10.1145/3233183","title":"Scalable Analysis for Multi-Scale Dataflow Models","display_name":"Scalable Analysis for Multi-Scale Dataflow Models","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2888910611","doi":"https://doi.org/10.1145/3233183","mag":"2888910611"},"language":"en","primary_location":{"id":"doi:10.1145/3233183","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3233183","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/108165169/scalableAnalysisACMTECS.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052870066","display_name":"Hadi Alizadeh Ara","orcid":"https://orcid.org/0000-0003-4662-4209"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hadi Alizadeh Ara","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4662-4209","affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040944366","display_name":"Amir Behrouzian","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amir Behrouzian","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088199769","display_name":"Martijn Hendriks","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martijn Hendriks","raw_affiliation_strings":["ESI, TNO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESI, TNO","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063550119","display_name":"Marc Geilen","orcid":"https://orcid.org/0000-0002-2629-3249"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marc Geilen","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049989469","display_name":"Dip Goswami","orcid":"https://orcid.org/0000-0002-2268-0014"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dip Goswami","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026760188","display_name":"Twan Basten","orcid":"https://orcid.org/0000-0002-2274-7274"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Twan Basten","raw_affiliation_strings":["Eindhoven University of Technology 8 ESI, TNO, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology 8 ESI, TNO, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6628,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85429165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"4","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9998999834060669,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9995999932289124,"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":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.9825906753540039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.857540488243103},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.743406355381012},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7180687189102173},{"id":"https://openalex.org/keywords/dataflow-architecture","display_name":"Dataflow architecture","score":0.6695171594619751},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6049661040306091},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5224348902702332},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.47758153080940247},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3718743324279785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.363145649433136},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10494714975357056}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.9825906753540039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857540488243103},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.743406355381012},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7180687189102173},{"id":"https://openalex.org/C176727019","wikidata":"https://www.wikidata.org/wiki/Q1172415","display_name":"Dataflow architecture","level":3,"score":0.6695171594619751},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6049661040306091},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5224348902702332},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.47758153080940247},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3718743324279785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.363145649433136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10494714975357056},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3233183","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3233183","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:publications/214e2e62-ef93-4493-bcad-35d6cca7880b","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/214e2e62-ef93-4493-bcad-35d6cca7880b","pdf_url":"https://pure.tue.nl/ws/files/108165169/scalableAnalysisACMTECS.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Alizadeh Ara, H, Behrouzian, A, Hendriks, M, Geilen, M, Goswami, D & Basten, T 2018, 'Scalable analysis for multi-scale dataflow models', ACM Transactions on Embedded Computing Systems, vol. 17, no. 4, 80. https://doi.org/10.1145/3233183","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/214e2e62-ef93-4493-bcad-35d6cca7880b","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/214e2e62-ef93-4493-bcad-35d6cca7880b","pdf_url":"https://research.tue.nl/nl/publications/214e2e62-ef93-4493-bcad-35d6cca7880b","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"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":"ACM Transactions on Embedded Computing Systems, 17(4):80. Association for Computing Machinery, Inc","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:publications/214e2e62-ef93-4493-bcad-35d6cca7880b","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/214e2e62-ef93-4493-bcad-35d6cca7880b","pdf_url":"https://pure.tue.nl/ws/files/108165169/scalableAnalysisACMTECS.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Alizadeh Ara, H, Behrouzian, A, Hendriks, M, Geilen, M, Goswami, D & Basten, T 2018, 'Scalable analysis for multi-scale dataflow models', ACM Transactions on Embedded Computing Systems, vol. 17, no. 4, 80. https://doi.org/10.1145/3233183","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888910611.pdf","grobid_xml":"https://content.openalex.org/works/W2888910611.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W53596869","https://openalex.org/W938151848","https://openalex.org/W1507039213","https://openalex.org/W1539211093","https://openalex.org/W1964843923","https://openalex.org/W1968821639","https://openalex.org/W2033872646","https://openalex.org/W2036772106","https://openalex.org/W2055649415","https://openalex.org/W2065394462","https://openalex.org/W2070385897","https://openalex.org/W2076347141","https://openalex.org/W2091158003","https://openalex.org/W2097803659","https://openalex.org/W2099540492","https://openalex.org/W2099755292","https://openalex.org/W2104150063","https://openalex.org/W2105784795","https://openalex.org/W2108727711","https://openalex.org/W2120441559","https://openalex.org/W2120822719","https://openalex.org/W2126013065","https://openalex.org/W2133737198","https://openalex.org/W2152424511","https://openalex.org/W2159215582","https://openalex.org/W2164084134","https://openalex.org/W2165973617","https://openalex.org/W2169268432","https://openalex.org/W2169709975","https://openalex.org/W2171397018","https://openalex.org/W2460101918","https://openalex.org/W2553403975","https://openalex.org/W2752527426","https://openalex.org/W2752885492","https://openalex.org/W4245184137","https://openalex.org/W4254459913"],"related_works":["https://openalex.org/W2564598376","https://openalex.org/W1484403103","https://openalex.org/W2584408851","https://openalex.org/W2115158825","https://openalex.org/W2101960124","https://openalex.org/W2783505431","https://openalex.org/W2521947294","https://openalex.org/W2070353846","https://openalex.org/W4236419692","https://openalex.org/W2017802743"],"abstract_inverted_index":{"Multi-scale":[0],"dataflow":[1,12,40,70,140,211],"models":[2],"have":[3],"actors":[4],"acting":[5],"at":[6],"multiple":[7],"granularity":[8,47],"levels,":[9],"e.g.,":[10],"a":[11,15,87,95,116,124,148,152,232],"model":[13,138],"of":[14,29,74,83,90,98,109,118,139,144,157,168,171,179],"video":[16],"processing":[17],"application":[18],"with":[19,147,176],"operations":[20],"on":[21],"frame,":[22],"line,":[23],"and":[24,38,218,234],"pixel":[25],"level.":[26],"The":[27,225],"state":[28],"the":[30,43,59,75,103,110,113,134,145,158,163,166,169,177,182,191],"art":[31],"timing":[32],"analysis":[33,156,185,196,203,220],"methods":[34],"for":[35,197],"both":[36],"static":[37],"dynamic":[39],"types":[41],"aggregate":[42],"behaviours":[44],"across":[45],"all":[46],"levels":[48],"into":[49],"one,":[50],"often":[51],"large":[52,76,88,104],"iteration,":[53],"which":[54,173],"is":[55,78,100,115],"repeated":[56,129,159],"without":[57],"exploiting":[58],"structure":[60],"within":[61],"such":[62],"an":[63],"iteration.":[64,105],"This":[65,150,200],"poses":[66],"scalability":[67],"issues":[68],"to":[69,141,165,209,221],"analysis,":[71],"because":[72],"behaviour":[73],"iteration":[77,114],"analysed":[79],"by":[80,161],"some":[81],"form":[82],"simulation":[84],"that":[85,112,126,228],"involves":[86],"number":[89,170,178],"actor":[91],"firings.":[92],"We":[93,106,132,188,213],"take":[94,107],"fresh":[96],"perspective":[97],"what":[99],"happening":[101],"inside":[102],"advantage":[108],"fact":[111],"sequence":[117],"smaller":[119],"behaviours,":[120],"each":[121,143],"captured":[122],"in":[123],"scenario,":[125],"are":[127],"typically":[128],"many":[130],"times.":[131],"use":[133],"(max":[135],",+)":[136],"linear":[137],"represent":[142],"scenarios":[146,160],"matrix.":[149],"allows":[151],"compositional":[153,201],"worst-case":[154,194],"throughput":[155,184,217],"raising":[162],"matrices":[164],"power":[167],"repetitions,":[172,180],"scales":[174,186,205],"logarithmically":[175,206],"whereas":[181],"existing":[183],"linearly.":[187],"moreover":[189],"provide":[190],"first":[192],"exact":[193],"latency":[195,202,219],"scenario-aware":[198],"dataflow.":[199],"also":[204],"when":[207],"applied":[208],"multi-scale":[210],"models.":[212],"apply":[214],"our":[215,229],"new":[216],"several":[222],"realistic":[223],"applications.":[224],"results":[226],"confirm":[227],"approach":[230],"provides":[231],"fast":[233],"accurate":[235],"analysis.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
