{"id":"https://openalex.org/W4285111168","doi":"https://doi.org/10.1109/tmc.2022.3182317","title":"Optimal Resource Allocation for Crowdsourced Image Processing","display_name":"Optimal Resource Allocation for Crowdsourced Image Processing","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4285111168","doi":"https://doi.org/10.1109/tmc.2022.3182317"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2022.3182317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3182317","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","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/A5075765194","display_name":"Kristina Sorensen Wheatman","orcid":"https://orcid.org/0000-0002-7509-1168"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristina Sorensen Wheatman","raw_affiliation_strings":["Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7509-1168","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008831322","display_name":"Fidan Mehmeti","orcid":"https://orcid.org/0000-0002-9458-3256"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fidan Mehmeti","raw_affiliation_strings":["Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9458-3256","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020635355","display_name":"Mark Mahon","orcid":"https://orcid.org/0000-0002-7548-7939"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Mahon","raw_affiliation_strings":["Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055377546","display_name":"Hang Qiu","orcid":"https://orcid.org/0000-0003-1206-9032"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hang Qiu","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1206-9032","affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057402438","display_name":"Kevin Chan","orcid":"https://orcid.org/0000-0002-6425-5403"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin S. Chan","raw_affiliation_strings":["US Army Research Laboratory, Adelphi, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-6425-5403","affiliations":[{"raw_affiliation_string":"US Army Research Laboratory, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073465096","display_name":"Thomas La Porta","orcid":"https://orcid.org/0000-0003-1295-4461"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas F. La Porta","raw_affiliation_strings":["Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1295-4461","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4061,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59108389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"10","first_page":"6110","last_page":"6125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9988999962806702,"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/T13553","display_name":"Age of Information Optimization","score":0.9983000159263611,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.8270596265792847},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.576962411403656},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5294931530952454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33446162939071655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32789480686187744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8270596265792847},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.576962411403656},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5294931530952454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33446162939071655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32789480686187744},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2022.3182317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3182317","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1694375","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1694375","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G5753834130","display_name":null,"funder_award_id":"CNS 1815465","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G948678646","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W639949082","https://openalex.org/W1980912325","https://openalex.org/W1987497363","https://openalex.org/W1988044997","https://openalex.org/W2022468432","https://openalex.org/W2101182788","https://openalex.org/W2140490525","https://openalex.org/W2152178735","https://openalex.org/W2158700277","https://openalex.org/W2161615677","https://openalex.org/W2162986857","https://openalex.org/W2163943736","https://openalex.org/W2562526353","https://openalex.org/W2596621252","https://openalex.org/W2615459164","https://openalex.org/W2792086617","https://openalex.org/W2805571782","https://openalex.org/W2997958342","https://openalex.org/W3047370226","https://openalex.org/W4239779753","https://openalex.org/W4246193833","https://openalex.org/W4252999360","https://openalex.org/W4255831625","https://openalex.org/W6606098666"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4287880334","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W4366700029","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Crowdsourced":[0],"image":[1,149,171],"processing":[2,71],"has":[3],"the":[4,33,52,86,90,98,119,145],"potential":[5],"to":[6,36,67,78,113],"vastly":[7],"impact":[8],"response":[9],"timeliness":[10],"in":[11,61],"various":[12],"emergency":[13],"situations.":[14],"Because":[15],"images":[16,35],"can":[17],"provide":[18,154],"extremely":[19],"important":[20],"information":[21],"regarding":[22],"an":[23,37],"event":[24],"of":[25,44,54,76,118,124,147],"interest":[26,77],"(":[27],"<italic":[28,150,172],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[29,151,173],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">hits</i>":[30,152],"),":[31],"sending":[32,74],"right":[34],"analyzer":[38],"as":[39,41],"soon":[40],"possible":[42],"is":[43,163],"crucial":[45],"importance.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,96],"consider":[51],"problem":[53],"optimally":[55],"assigning":[56],"resources,":[57],"both":[58,170,188],"local":[59],"(CPUs":[60],"phones)":[62],"and":[63,110,135,153,176,191],"remote":[64],"(network-based":[65],"GPUs)":[66],"mobile":[68],"devices":[69],"for":[70,85,158],"images,":[72],"ultimately":[73],"those":[75],"a":[79,107,115,155],"centralized":[80],"entity":[81],"while":[82],"also":[83],"accounting":[84],"energy":[87,111],"consumption":[88],"at":[89],"distributed":[91,116],"nodes.":[92],"To":[93],"that":[94],"end,":[95],"use":[97],"dual-path":[99],"Network":[100],"Utility":[101],"Maximization":[102],"(NUM)":[103],"framework,":[104],"coupled":[105],"with":[106,181],"hit-ratio":[108,126,161],"estimator":[109],"costs,":[112],"enable":[114],"implementation":[117],"system.":[120],"We":[121,139],"include":[122],"analysis":[123],"different":[125],"estimators":[127],"using":[128,187],"realistic":[129],"trace":[130],"data,":[131],"first":[132],"considering":[133],"immediate":[134],"then":[136],"delayed":[137],"feedback.":[138],"address":[140],"accuracy":[141],"concerns":[142],"when":[143,160],"estimating":[144],"likelihood":[146,175],"future":[148],"window-based":[156],"heuristic":[157],"scenarios":[159],"feedback":[162],"severely":[164],"delayed.":[165],"Our":[166],"TCP-inspired":[167],"window-method":[168],"predicts":[169],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">hit</i>":[174],"current":[177],"wireless":[178],"network":[179],"congestion":[180],"great":[182],"effectiveness.":[183],"Results":[184],"are":[185],"validated":[186],"synthetic":[189],"simulations":[190],"real-life":[192],"traces.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
