{"id":"https://openalex.org/W2932305125","doi":"https://doi.org/10.1145/3302505.3310067","title":"HeteroEdge","display_name":"HeteroEdge","publication_year":2019,"publication_date":"2019-03-25","ids":{"openalex":"https://openalex.org/W2932305125","doi":"https://doi.org/10.1145/3302505.3310067","mag":"2932305125"},"language":"en","primary_location":{"id":"doi:10.1145/3302505.3310067","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3302505.3310067","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3302505.3310067","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of Things Design and Implementation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3302505.3310067","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101788195","display_name":"Daniel Zhang","orcid":"https://orcid.org/0000-0002-0667-5397"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel (Yue) Zhang","raw_affiliation_strings":["University of Notre Dame"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025156730","display_name":"Md Tahmid Rashid","orcid":"https://orcid.org/0000-0001-9956-0988"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tahmid Rashid","raw_affiliation_strings":["University of Notre Dame"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108271344","display_name":"Xukun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xukun Li","raw_affiliation_strings":["Kansas State University"],"affiliations":[{"raw_affiliation_string":"Kansas State University","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000514431","display_name":"Nathan Vance","orcid":"https://orcid.org/0000-0002-1736-4332"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Vance","raw_affiliation_strings":["University of Notre Dame"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391517","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-9599-8023"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["University of Notre Dame"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101788195"],"corresponding_institution_ids":["https://openalex.org/I107639228"],"apc_list":null,"apc_paid":null,"fwci":7.242,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.9736656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/testbed","display_name":"Testbed","score":0.7873984575271606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7857521772384644},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7368453741073608},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5981457829475403},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5325604677200317},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5056850910186768},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46279168128967285},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21747153997421265},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19891080260276794},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19212332367897034}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7873984575271606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7857521772384644},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7368453741073608},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5981457829475403},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5325604677200317},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5056850910186768},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46279168128967285},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21747153997421265},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19891080260276794},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19212332367897034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3302505.3310067","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3302505.3310067","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3302505.3310067","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of Things Design and Implementation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3302505.3310067","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3302505.3310067","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3302505.3310067","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of Things Design and Implementation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1404197429","display_name":null,"funder_award_id":"W911NF-17-1-04","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G1648767140","display_name":"EAGER: Smart Water Sensing for Sustainable and Connected Communities Using Citizen Science","funder_award_id":"1637251","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G22008513","display_name":null,"funder_award_id":"CNS-1566465","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2206074512","display_name":null,"funder_award_id":"W911NF-17-1-0409","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G3014789399","display_name":null,"funder_award_id":"CBET-1637251, CNS-1566465 and IIS-1447795","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3142689400","display_name":null,"funder_award_id":"IIS-1447795","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4029481580","display_name":null,"funder_award_id":"1447795","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4626180636","display_name":null,"funder_award_id":"CNS-1831669","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5838323615","display_name":null,"funder_award_id":"CNS-1831669, CBET-1637251, CNS-1566465, IIS-1447795","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6541107097","display_name":null,"funder_award_id":"W911NF-17-1-040","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G6912249823","display_name":null,"funder_award_id":"CNS-1831669, CBET-1637251","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7634783742","display_name":null,"funder_award_id":"CBET-1637251","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7701409908","display_name":null,"funder_award_id":"1831669","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8561699306","display_name":"CRII: CPS: Towards Reliable Cyber-Physical Systems using Unreliable Human Sensors","funder_award_id":"1566465","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337390","display_name":"Division of Chemical, Bioengineering, Environmental, and Transport Systems","ror":"https://ror.org/0471zv972"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2932305125.pdf","grobid_xml":"https://content.openalex.org/works/W2932305125.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W53736674","https://openalex.org/W218142243","https://openalex.org/W311217234","https://openalex.org/W1492112734","https://openalex.org/W1496310711","https://openalex.org/W1583189038","https://openalex.org/W1595535199","https://openalex.org/W1597097095","https://openalex.org/W1825168019","https://openalex.org/W1967647772","https://openalex.org/W1983650735","https://openalex.org/W1992967961","https://openalex.org/W1995158831","https://openalex.org/W2012423440","https://openalex.org/W2041045065","https://openalex.org/W2045371716","https://openalex.org/W2073064357","https://openalex.org/W2087320794","https://openalex.org/W2099891946","https://openalex.org/W2103820503","https://openalex.org/W2131801611","https://openalex.org/W2135099885","https://openalex.org/W2140332639","https://openalex.org/W2143999651","https://openalex.org/W2150295694","https://openalex.org/W2155189155","https://openalex.org/W2158749012","https://openalex.org/W2160886020","https://openalex.org/W2163612318","https://openalex.org/W2169180789","https://openalex.org/W2296335794","https://openalex.org/W2317585507","https://openalex.org/W2413424129","https://openalex.org/W2416799949","https://openalex.org/W2426130453","https://openalex.org/W2558116332","https://openalex.org/W2565312628","https://openalex.org/W2602495758","https://openalex.org/W2614597792","https://openalex.org/W2623524534","https://openalex.org/W2625598272","https://openalex.org/W2735723457","https://openalex.org/W2736009403","https://openalex.org/W2766103888","https://openalex.org/W2796948984","https://openalex.org/W2810412987","https://openalex.org/W2886287742","https://openalex.org/W2887866773","https://openalex.org/W2897654504","https://openalex.org/W2899051668","https://openalex.org/W2905002630","https://openalex.org/W2905282361","https://openalex.org/W2914427239","https://openalex.org/W2915575762","https://openalex.org/W2918716113","https://openalex.org/W2971977646","https://openalex.org/W3098197413","https://openalex.org/W3104737638","https://openalex.org/W4250478701"],"related_works":["https://openalex.org/W4200394864","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3111395152","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Social":[0,52],"sensing":[1,7,179,215],"has":[2],"emerged":[3],"as":[4,51],"a":[5,60,146,161,190],"new":[6,63,147],"application":[8,231],"paradigm":[9],"where":[10,77],"measurements":[11],"about":[12],"the":[13,31,39,72,75,78,103,112,132,138,154,166,177,182,219,230,239],"physical":[14],"world":[15],"are":[16],"collected":[17],"from":[18],"humans":[19],"or":[20,57],"devices":[21,80,125,200],"on":[22,124,189,211],"their":[23],"behalf.":[24],"The":[25,42],"advent":[26],"of":[27,33,44,62,74,106,137,156,197],"edge":[28,76,79,139,184,192,199],"computing":[29,193],"pushes":[30],"frontier":[32],"computation,":[34],"service,":[35],"and":[36,94,129,134,173,206,232],"data":[37],"along":[38],"cloud-to-IoT":[40],"continuum.":[41],"merge":[43],"these":[45],"two":[46,212],"technical":[47],"trends":[48],"(referred":[49],"to":[50,131,152,164,181,223,238],"Sensing":[53],"based":[54,210],"Edge":[55],"Computing":[56],"SSEC)":[58],"generates":[59],"set":[61],"research":[64],"challenges.":[65],"One":[66],"critical":[67],"issue":[68],"in":[69,102,226],"SSEC":[70,107,157],"is":[71],"heterogeneity":[73,98,114,155],"owned":[81],"by":[82,158],"human":[83],"sensors":[84],"often":[85],"have":[86],"diversified":[87,135],"computational":[88],"power,":[89],"runtime":[90],"environments,":[91],"network":[92],"interfaces,":[93],"hardware":[95],"equipment.":[96],"Such":[97],"poses":[99],"significant":[100],"challenges":[101],"resource":[104,148],"management":[105,149],"systems.":[108],"Examples":[109],"include":[110],"masking":[111],"pronounced":[113],"across":[115],"diverse":[116],"platforms,":[117],"allocating":[118,176],"interdependent":[119],"tasks":[120,180],"with":[121,126],"complex":[122],"requirements":[123],"different":[127],"resources,":[128],"adapting":[130],"dynamic":[133],"context":[136],"devices.":[140,185],"In":[141],"this":[142],"paper,":[143],"we":[144],"develop":[145],"framework,":[150],"HeteroEdge,":[151],"address":[153],"1)":[159],"providing":[160],"uniform":[162],"interface":[163],"abstract":[165],"device":[167],"details":[168],"(hardware,":[169],"operating":[170],"system,":[171],"CPU);":[172],"2)":[174],"effectively":[175],"social":[178,214],"heterogeneous":[183,198],"We":[186],"implemented":[187],"HeteroEdge":[188,220],"real-world":[191,213],"testbed":[194],"that":[195,218],"consists":[196],"(Jetson":[201],"TX2,":[202],"TK1,":[203],"Raspberry":[204],"Pi3,":[205],"personal":[207],"computer).":[208],"Evaluations":[209],"applications":[216],"show":[217],"achieved":[221],"up":[222],"42%":[224],"decrease":[225],"end-to-end":[227],"delay":[228],"for":[229],"22%":[233],"more":[234],"energy":[235],"savings":[236],"compared":[237],"state-of-the-art":[240],"baselines.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":15}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-04-11T00:00:00"}
