{"id":"https://openalex.org/W4413320139","doi":"https://doi.org/10.1109/fmec65595.2025.11119359","title":"Leveraging Dataflow as an Intermediate Representation for Portable Edge Deployments","display_name":"Leveraging Dataflow as an Intermediate Representation for Portable Edge Deployments","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4413320139","doi":"https://doi.org/10.1109/fmec65595.2025.11119359"},"language":"en","primary_location":{"id":"doi:10.1109/fmec65595.2025.11119359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fmec65595.2025.11119359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on Fog and Mobile Edge Computing (FMEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075011123","display_name":"Rich Wolski","orcid":"https://orcid.org/0000-0003-3722-473X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rich Wolski","raw_affiliation_strings":["University of California, Santa Barbara,Department of Computer Science,Santa Barbara,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara,Department of Computer Science,Santa Barbara,USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040516516","display_name":"Chandra Krintz","orcid":"https://orcid.org/0000-0003-4972-0669"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandra Krintz","raw_affiliation_strings":["University of California, Santa Barbara,Department of Computer Science,Santa Barbara,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara,Department of Computer Science,Santa Barbara,USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015401818","display_name":"Markus Mock","orcid":"https://orcid.org/0000-0003-1553-4948"},"institutions":[{"id":"https://openalex.org/I202671389","display_name":"University of Applied Sciences Landshut","ror":"https://ror.org/056z5bx32","country_code":"DE","type":"education","lineage":["https://openalex.org/I202671389"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Mock","raw_affiliation_strings":["HAW Landshut,Department of Computer Science,Landshut,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HAW Landshut,Department of Computer Science,Landshut,Germany","institution_ids":["https://openalex.org/I202671389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93206644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9003000259399414,"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/dataflow","display_name":"Dataflow","score":0.8932991027832031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8190280199050903},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6126566529273987},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6044844388961792},{"id":"https://openalex.org/keywords/intermediate-language","display_name":"Intermediate language","score":0.5018956661224365},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.44511210918426514},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4233362674713135},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3091290295124054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16633251309394836},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.10691013932228088}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8932991027832031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190280199050903},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6126566529273987},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6044844388961792},{"id":"https://openalex.org/C77660490","wikidata":"https://www.wikidata.org/wiki/Q244916","display_name":"Intermediate language","level":3,"score":0.5018956661224365},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.44511210918426514},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4233362674713135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3091290295124054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16633251309394836},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.10691013932228088},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fmec65595.2025.11119359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fmec65595.2025.11119359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 10th International Conference on Fog and Mobile Edge Computing (FMEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2013344760","https://openalex.org/W2014215072","https://openalex.org/W2029460931","https://openalex.org/W2036590704","https://openalex.org/W2044600705","https://openalex.org/W2103914721","https://openalex.org/W2114194010","https://openalex.org/W2343858896","https://openalex.org/W2890132549","https://openalex.org/W2983466039","https://openalex.org/W2997561286","https://openalex.org/W3152809665","https://openalex.org/W4239429564","https://openalex.org/W4250125249","https://openalex.org/W4309647933","https://openalex.org/W4389629013","https://openalex.org/W4401943310"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W2171015181","https://openalex.org/W3167919718","https://openalex.org/W4251718783","https://openalex.org/W4239447582","https://openalex.org/W1998888015","https://openalex.org/W2169462176","https://openalex.org/W2156731210"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,93],"investigate":[4],"how":[5],"to":[6,12,95],"leverage":[7],"the":[8,14,65,97],"dataflow":[9,87],"programming":[10,51,77,88],"model":[11],"facilitate":[13,69],"deployment":[15,24,33,102],"of":[16,64,100],"multi-scale":[17],"(sensors-edge-cloud)":[18],"IoT":[19,23,105],"applications":[20],"end-to-end.":[21],"Today,":[22],"management":[25,63],"is":[26],"error-prone,":[27],"tedious,":[28],"and":[29,44,68,104],"manual":[30],"-":[31],"yet":[32],"configuration":[34],"can":[35],"have":[36],"a":[37],"significant":[38],"effect":[39],"on":[40],"application":[41,55,66],"energy":[42,98],"consumption":[43,99],"performance.":[45],"Our":[46],"approach,":[47],"called":[48],"deployment-as-code,":[49],"provides":[50],"directives":[52],"that":[53],"distribute":[54],"components":[56],"across":[57],"heterogeneous":[58],"devices":[59],"(including":[60],"microcontrollers),":[61],"aid":[62],"lifecycle,":[67],"optimization":[70],"in":[71],"ways":[72],"not":[73],"available":[74],"from":[75],"traditional":[76],"systems.":[78],"We":[79],"implement":[80],"our":[81],"approach":[82],"by":[83],"extending":[84],"an":[85],"open-source":[86],"system":[89],"for":[90],"IoT,":[91],"which":[92],"use":[94],"evaluate":[96],"different":[101],"configurations":[103],"applications.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
