{"id":"https://openalex.org/W3091048166","doi":"https://doi.org/10.1145/3377811.3380404","title":"Interpreting cloud computer vision pain-points","display_name":"Interpreting cloud computer vision pain-points","publication_year":2020,"publication_date":"2020-06-27","ids":{"openalex":"https://openalex.org/W3091048166","doi":"https://doi.org/10.1145/3377811.3380404","mag":"3091048166"},"language":"en","primary_location":{"id":"doi:10.1145/3377811.3380404","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377811.3380404","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering","raw_type":"proceedings-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/A5075031745","display_name":"Alex Cummaudo","orcid":"https://orcid.org/0000-0001-7878-6283"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Alex Cummaudo","raw_affiliation_strings":["Deakin University, Geelong, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030486012","display_name":"Rajesh Vasa","orcid":"https://orcid.org/0000-0003-4805-1467"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajesh Vasa","raw_affiliation_strings":["Deakin University, Geelong, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012088137","display_name":"Scott Barnett","orcid":"https://orcid.org/0000-0002-3187-4937"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Scott Barnett","raw_affiliation_strings":["Deakin University, Geelong, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Grundy","raw_affiliation_strings":["Monash University, Clayton, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068173669","display_name":"Mohamed Abdelrazek","orcid":"https://orcid.org/0000-0003-3812-9785"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohamed Abdelrazek","raw_affiliation_strings":["Deakin University, Geelong, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075031745"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":5.3381,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96068251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1584","last_page":"1596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.771108090877533},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.7628860473632812},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7070375680923462},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5204872488975525},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49203917384147644},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43174657225608826},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4276285171508789},{"id":"https://openalex.org/keywords/services-computing","display_name":"Services computing","score":0.42500150203704834},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35805073380470276},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3552432656288147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3124316930770874},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.13099616765975952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.771108090877533},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.7628860473632812},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7070375680923462},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5204872488975525},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49203917384147644},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43174657225608826},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4276285171508789},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.42500150203704834},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35805073380470276},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3552432656288147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3124316930770874},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.13099616765975952},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377811.3380404","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377811.3380404","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W8239271","https://openalex.org/W598355015","https://openalex.org/W1487633427","https://openalex.org/W1884204318","https://openalex.org/W1899727747","https://openalex.org/W1963892323","https://openalex.org/W1966976587","https://openalex.org/W1989492805","https://openalex.org/W2009543464","https://openalex.org/W2014890943","https://openalex.org/W2040622108","https://openalex.org/W2053154970","https://openalex.org/W2056894403","https://openalex.org/W2087832061","https://openalex.org/W2091979577","https://openalex.org/W2093400716","https://openalex.org/W2108656311","https://openalex.org/W2123246351","https://openalex.org/W2146773231","https://openalex.org/W2155243985","https://openalex.org/W2157657084","https://openalex.org/W2164777277","https://openalex.org/W2168970028","https://openalex.org/W2409153957","https://openalex.org/W2490226316","https://openalex.org/W2508327075","https://openalex.org/W2786376280","https://openalex.org/W2794111250","https://openalex.org/W2795368212","https://openalex.org/W2811038770","https://openalex.org/W2883590029","https://openalex.org/W2915294385","https://openalex.org/W2955439455","https://openalex.org/W2980990204","https://openalex.org/W2992625786","https://openalex.org/W3098103630","https://openalex.org/W4210903933","https://openalex.org/W4230983304","https://openalex.org/W4247781538","https://openalex.org/W4252290890","https://openalex.org/W4399547459"],"related_works":["https://openalex.org/W2618286804","https://openalex.org/W2329643025","https://openalex.org/W3041222079","https://openalex.org/W2176950451","https://openalex.org/W2910471270","https://openalex.org/W2320881906","https://openalex.org/W2673332097","https://openalex.org/W2621370097","https://openalex.org/W3202840447","https://openalex.org/W4206564670"],"abstract_inverted_index":{"Intelligent":[0],"services":[1,24,223],"are":[2],"becoming":[3],"increasingly":[4],"more":[5],"pervasive;":[6],"application":[7],"developers":[8,113,145,231],"want":[9],"to":[10,21,27,108,138,147,213],"leverage":[11],"the":[12,57,87,110,121,142,180,193,208,216,227],"latest":[13],"advances":[14],"in":[15,86,179],"areas":[16],"such":[17,39,95,198],"as":[18,90,96],"computer":[19,132,151],"vision":[20,152],"provide":[22,131],"new":[23],"and":[25,29,51,68,163,224],"products":[26],"users,":[28],"large":[30],"technology":[31,195],"firms":[32],"enable":[33],"this":[34,105],"via":[35,207],"RESTful":[36],"APIs.":[37],"While":[38],"APIs":[40,66,72,85],"promise":[41],"an":[42],"easy-to-integrate":[43],"on-demand":[44],"machine":[45,59],"intelligence,":[46],"their":[47,155],"current":[48],"design,":[49],"documentation":[50],"developer":[52,82],"interface":[53],"hides":[54],"much":[55],"of":[56,80,100,104,124,141,182,192,204,210],"underlying":[58,194],"learning":[60,211],"techniques":[61],"that":[62,118,130,144,196],"power":[63],"them.":[64,233],"Such":[65],"look":[67],"feel":[69],"like":[70,172],"conventional":[71],"but":[73],"abstract":[74],"away":[75],"data-driven":[76],"probabilistic":[77],"behaviour---the":[78],"implications":[79,203],"a":[81,177,189],"treating":[83],"these":[84,125,205,222],"same":[88],"way":[89],"other,":[91],"traditional":[92],"cloud":[93,97],"services,":[94,127,153],"storage,":[98],"is":[99,107,176],"concern.":[101],"The":[102],"objective":[103],"study":[106],"determine":[109],"various":[111],"pain-points":[112],"face":[114,148],"when":[115,149],"implementing":[116],"systems":[117],"rely":[119],"on":[120,226],"most":[122],"mature":[123,170],"intelligent":[126],"specifically":[128],"those":[129],"vision.":[133],"We":[134,166,200],"use":[135,232],"Stack":[136],"Overflow":[137],"mine":[139],"indications":[140],"frustrations":[143],"appear":[146],"using":[150],"classifying":[154],"questions":[156,183],"against":[157],"two":[158],"recent":[159],"classification":[160],"taxonomies":[161,212],"(documentation-related":[162],"general":[164],"questions).":[165],"find":[167],"that,":[168],"unlike":[169],"fields":[171],"mobile":[173],"development,":[174],"there":[175],"contrast":[178],"types":[181],"asked":[184],"by":[185,229],"developers.":[186],"These":[187],"indicate":[188],"shallow":[190],"understanding":[191],"empower":[197],"systems.":[199],"discuss":[201],"several":[202],"findings":[206],"lens":[209],"suggest":[214],"how":[215],"software":[217],"engineering":[218],"community":[219],"can":[220],"improve":[221],"comment":[225],"nature":[228],"which":[230]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}