{"id":"https://openalex.org/W4409249044","doi":"https://doi.org/10.1109/jiot.2025.3558365","title":"Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device","display_name":"Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device","publication_year":2025,"publication_date":"2025-04-08","ids":{"openalex":"https://openalex.org/W4409249044","doi":"https://doi.org/10.1109/jiot.2025.3558365"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3558365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3558365","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5099870928","display_name":"Amirhossein Kiamarzi","orcid":"https://orcid.org/0009-0008-7092-6227"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Amirhossein Kiamarzi","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0009-0008-7092-6227","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004927822","display_name":"Amirhossein Moallemi","orcid":"https://orcid.org/0000-0002-7973-5493"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Amirhossein Moallemi","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7973-5493","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050594256","display_name":"Federica Zonzini","orcid":"https://orcid.org/0000-0002-2429-1469"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Zonzini","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2429-1469","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030075617","display_name":"Davide Brunelli","orcid":"https://orcid.org/0000-0001-5110-6823"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Brunelli","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5110-6823","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023905268","display_name":"Davide Rossi","orcid":"https://orcid.org/0000-0002-0651-5393"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Rossi","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0651-5393","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004842257","display_name":"Giuseppe Tagliavini","orcid":"https://orcid.org/0000-0002-9221-4633"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Tagliavini","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9221-4633","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04757644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"13","first_page":"24230","last_page":"24243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9459999799728394,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9459999799728394,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9409999847412109,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7575396299362183},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5507201552391052},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48855265974998474},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.47151291370391846},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.46631866693496704},{"id":"https://openalex.org/keywords/reduced-instruction-set-computing","display_name":"Reduced instruction set computing","score":0.4614054262638092},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.43100476264953613},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34188008308410645},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.17861801385879517},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17217877507209778},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1450977325439453},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.12300899624824524},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09609967470169067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575396299362183},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5507201552391052},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48855265974998474},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.47151291370391846},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.46631866693496704},{"id":"https://openalex.org/C126298526","wikidata":"https://www.wikidata.org/wiki/Q189376","display_name":"Reduced instruction set computing","level":3,"score":0.4614054262638092},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.43100476264953613},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34188008308410645},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.17861801385879517},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17217877507209778},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1450977325439453},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.12300899624824524},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09609967470169067},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2025.3558365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3558365","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/1016970","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/1016970","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unitn.it:11572/456311","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/10955689","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1964887307","https://openalex.org/W1994183930","https://openalex.org/W2017508396","https://openalex.org/W2127704286","https://openalex.org/W2143761217","https://openalex.org/W2289279978","https://openalex.org/W2491471302","https://openalex.org/W2516313607","https://openalex.org/W2532521045","https://openalex.org/W2963255460","https://openalex.org/W2996299442","https://openalex.org/W3013886430","https://openalex.org/W3017037536","https://openalex.org/W3022448931","https://openalex.org/W3104238631","https://openalex.org/W3159163441","https://openalex.org/W3203242999","https://openalex.org/W4286571995","https://openalex.org/W4289515670","https://openalex.org/W4293194164","https://openalex.org/W4294149928","https://openalex.org/W4296337377","https://openalex.org/W4311538194","https://openalex.org/W4312258136","https://openalex.org/W4364381709","https://openalex.org/W4385324340","https://openalex.org/W4385626799","https://openalex.org/W4387934890","https://openalex.org/W4400224482"],"related_works":["https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2079303253","https://openalex.org/W2104702637","https://openalex.org/W4248099758","https://openalex.org/W2979015021","https://openalex.org/W3197345780"],"abstract_inverted_index":{"The":[0],"early":[1],"detection":[2,116,138],"of":[3,9,27,80,140,155,213],"structural":[4],"malfunctions":[5],"requires":[6],"the":[7,17,36,46,51,58,78,118,131,136,153,156,185,191,197,208,215,223,233,241,258,266],"installation":[8],"real-time":[10],"monitoring":[11],"systems":[12],"ensuring":[13],"continuous":[14],"access":[15],"to":[16,44,113,130],"damage-sensitive":[18],"information;":[19],"nevertheless,":[20],"it":[21],"can":[22],"generate":[23],"bottlenecks":[24],"in":[25,120],"terms":[26],"bandwidth":[28],"and":[29,65,123,147,169,189,230,247],"storage.":[30],"Deploying":[31],"data":[32,82,129],"reduction":[33,83],"techniques":[34],"at":[35,117,228,245],"edge":[37,119,174],"is":[38,77,218,236,262,269],"recognized":[39],"as":[40,109],"a":[41,94,110,121,145,148,170],"proficient":[42],"solution":[43,112,226,243],"reduce":[45],"systemfs":[47],"network":[48],"traffic.":[49],"However,":[50],"most":[52],"effective":[53],"solutions":[54],"currently":[55],"employed":[56],"for":[57,105,182],"purpose":[59],"are":[60],"typically":[61],"based":[62,84,101,254],"on":[63,71,85,102,163,201,255],"memory":[64],"power-hungry":[66],"algorithms,":[67],"making":[68],"their":[69],"embedding":[70],"resourceconstrained":[72],"devices":[73],"very":[74],"challenging;":[75],"this":[76],"case":[79],"vibration":[81],"System":[86],"Identification":[87],"(SysId)":[88],"models.":[89],"This":[90],"paper":[91],"presents":[92],"PARSY-VDD,":[93],"fully":[95],"optimized":[96],"PArallel":[97],"end-to-end":[98,157],"software":[99],"framework":[100],"SYstem":[103],"identification":[104],"Vibration-based":[106],"Damage":[107],"Detection,":[108],"suitable":[111],"perform":[114],"damage":[115,137],"time":[122,217],"energyefficient":[124],"manner,":[125],"avoiding":[126],"streaming":[127],"raw":[128],"cloud.":[132],"First,":[133],"we":[134,160],"evaluate":[135],"capabilities":[139,212],"PARSYVDD":[141],"with":[142,196,222,240,250],"two":[143],"benchmarks:":[144],"bridge":[146],"wind":[149],"turbine":[150],"blade,":[151],"showcasing":[152],"robustness":[154],"approach.":[158],"Then,":[159],"deploy":[161],"PARSY-VDD":[162],"both":[164],"commercial":[165],"single-core":[166,252],"(STM32":[167],"family)":[168],"specific":[171],"multi-core":[172,225],"(GAP9)":[173],"device.":[175],"We":[176],"introduce":[177],"an":[178],"architecture-agnostic":[179],"algorithmic":[180],"optimization":[181],"SysId,":[183],"improving":[184],"execution":[186,216],"by":[187,193,206],"90\u00d7":[188],"reducing":[190],"consumption":[192,235],"85\u00d7":[194],"compared":[195],"state-of-the-art":[198],"SysId":[199],"implementation":[200],"GAP9.":[202],"Results":[203],"show":[204],"that":[205],"utilizing":[207],"unique":[209],"parallel":[210],"computing":[211],"GAP9,":[214],"751":[219],"\u03bc":[220,238],"s":[221],"high-performance":[224,260],"operating":[227,244],"370MHz":[229],"0.8V,":[231],"while":[232,265],"energy":[234,272],"37":[237],"J":[239],"low-power":[242,267],"240MHz":[246],"0.65V.":[248],"Compared":[249],"other":[251],"implementations":[253],"STM32":[256],"microcontrollers,":[257],"GAP9":[259],"configuration":[261,268],"76\u00d7":[263],"faster,":[264],"360\u00d7":[270],"more":[271],"efficient.":[273]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-04-08T00:00:00"}