{"id":"https://openalex.org/W4410192472","doi":"https://doi.org/10.1145/3696673.3723074","title":"Secure Edge Computing Reference Architecture for Data-driven Structural Health Monitoring: Lessons Learned from Implementation and Benchmarking","display_name":"Secure Edge Computing Reference Architecture for Data-driven Structural Health Monitoring: Lessons Learned from Implementation and Benchmarking","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4410192472","doi":"https://doi.org/10.1145/3696673.3723074"},"language":"en","primary_location":{"id":"doi:10.1145/3696673.3723074","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696673.3723074","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696673.3723074","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Southeast Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696673.3723074","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081970404","display_name":"Sheikh Muhammad Farjad","orcid":"https://orcid.org/0009-0008-9949-9011"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheikh Muhammad Farjad","raw_affiliation_strings":["University of Nebraska at Omaha, Omaha, Nebraska, USA"],"raw_orcid":"https://orcid.org/0009-0008-9949-9011","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha, Omaha, Nebraska, USA","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117476941","display_name":"Sandeep Reddy Patllola","orcid":null},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandeep Reddy Patllola","raw_affiliation_strings":["University of Nebraska at Omaha, Omaha, Nebraska, USA"],"raw_orcid":"https://orcid.org/0009-0007-1492-8175","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha, Omaha, Nebraska, USA","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033806050","display_name":"Yonas Mitike Kassa","orcid":"https://orcid.org/0000-0001-7277-6412"},"institutions":[{"id":"https://openalex.org/I178605575","display_name":"Robert Morris University","ror":"https://ror.org/03r24vd05","country_code":"US","type":"education","lineage":["https://openalex.org/I178605575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonas Kassa","raw_affiliation_strings":["Robert Morris University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":"https://orcid.org/0000-0001-7277-6412","affiliations":[{"raw_affiliation_string":"Robert Morris University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I178605575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013899490","display_name":"George Grispos","orcid":"https://orcid.org/0000-0003-3468-0182"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Grispos","raw_affiliation_strings":["University of Nebraska at Omaha, Omaha, Nebraska, USA"],"raw_orcid":"https://orcid.org/0000-0003-3468-0182","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha, Omaha, Nebraska, USA","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051918590","display_name":"Robin Gandhi","orcid":"https://orcid.org/0000-0002-2632-1692"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Gandhi","raw_affiliation_strings":["University of Nebraska at Omaha, Omaha, Nebraska, USA"],"raw_orcid":"https://orcid.org/0000-0002-2632-1692","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha, Omaha, Nebraska, USA","institution_ids":["https://openalex.org/I122266389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9246000051498413,"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/benchmarking","display_name":"Benchmarking","score":0.9196600914001465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7561575174331665},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6521488428115845},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5174887180328369},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4971804916858673},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.41982054710388184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15573978424072266}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.9196600914001465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561575174331665},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6521488428115845},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5174887180328369},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4971804916858673},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41982054710388184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15573978424072266},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3696673.3723074","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696673.3723074","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696673.3723074","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Southeast Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696673.3723074","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696673.3723074","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696673.3723074","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Southeast Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1950144926","display_name":"Spokes: MEDIUM: MIDWEST: Smart Big Data Pipeline for Aging Rural Bridge Transportation Infrastructure (SMARTI)","funder_award_id":"1762034","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338258","display_name":"Engineer Research and Development Center","ror":"https://ror.org/027mhn368"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410192472.pdf","grobid_xml":"https://content.openalex.org/works/W4410192472.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1601592255","https://openalex.org/W2073669318","https://openalex.org/W2270083540","https://openalex.org/W2300297719","https://openalex.org/W2340514362","https://openalex.org/W2940814797","https://openalex.org/W2950481560","https://openalex.org/W2996299442","https://openalex.org/W3023387324","https://openalex.org/W3030910917","https://openalex.org/W3044248863","https://openalex.org/W3183660758","https://openalex.org/W3193476905","https://openalex.org/W4206385156","https://openalex.org/W4313456912","https://openalex.org/W4319878658","https://openalex.org/W4387234686","https://openalex.org/W4392368611","https://openalex.org/W4399641272"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2038503502","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Structural":[0],"Health":[1],"Monitoring":[2],"(SHM)":[3],"plays":[4],"a":[5,66,103,133],"crucial":[6],"role":[7],"in":[8,89,166],"maintaining":[9],"aging":[10],"and":[11,20,68,118,183,194],"critical":[12],"infrastructure,":[13],"supporting":[14],"applications":[15,24,168],"such":[16],"as":[17,95],"smart":[18],"cities":[19],"digital":[21],"twinning.":[22],"These":[23],"demand":[25],"machine":[26,51,145,161],"learning":[27,52,146,162],"models":[28,53,147,163],"capable":[29],"of":[30,34,49,127,144,192],"processing":[31],"large":[32],"volumes":[33],"real-time":[35],"sensor":[36],"data":[37,105,159],"at":[38,54,85],"the":[39,47,55,86,96,125,142,190],"network":[40],"edge.":[41],"However,":[42],"existing":[43],"approaches":[44],"often":[45],"neglect":[46],"challenges":[48],"deploying":[50,82],"edge":[56,149,172,185],"or":[57],"are":[58],"constrained":[59],"by":[60,155],"vendor-specific":[61],"platforms.":[62,175],"This":[63],"paper":[64],"introduces":[65],"scalable":[67],"secure":[69],"edge-computing":[70,114],"reference":[71],"architecture":[72,84],"tailored":[73],"for":[74,160,203],"data-driven":[75,128],"SHM.":[76],"We":[77,151],"share":[78],"practical":[79],"insights":[80],"from":[81],"this":[83,153],"Memorial":[87],"Bridge":[88,98],"New":[90],"Hampshire,":[91],"US,":[92],"referred":[93],"to":[94,140],"Living":[97],"project.":[99],"Our":[100,187],"solution":[101],"integrates":[102],"commercial":[104],"acquisition":[106],"system":[107,198,206],"with":[108],"off-the-shelf":[109,181],"hardware":[110,174],"running":[111],"an":[112],"open-source":[113],"platform,":[115],"remotely":[116],"managed":[117],"scaled":[119],"through":[120],"cloud":[121],"services.":[122],"To":[123],"support":[124],"development":[126],"SHM":[129,167,205],"systems,":[130],"we":[131],"propose":[132],"resource":[134,157],"consumption":[135],"benchmarking":[136],"framework":[137,154],"called":[138],"edgeOps":[139,176],"evaluate":[141],"performance":[143],"on":[148,169,180,197],"devices.":[150,186],"study":[152],"collecting":[156],"utilization":[158],"typically":[164],"used":[165],"two":[170],"different":[171],"computing":[173],"was":[177],"specifically":[178],"studied":[179],"Linux":[182],"ARM-based":[184],"findings":[188],"demonstrate":[189],"impact":[191],"platform":[193],"model":[195],"selection":[196],"performance,":[199],"providing":[200],"actionable":[201],"guidance":[202],"edge-based":[204],"design.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}