{"id":"https://openalex.org/W3209727316","doi":"https://doi.org/10.1145/3487552.3487815","title":"From cloud to edge","display_name":"From cloud to edge","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3209727316","doi":"https://doi.org/10.1145/3487552.3487815","mag":"3209727316"},"language":"en","primary_location":{"id":"doi:10.1145/3487552.3487815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487552.3487815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM Internet Measurement Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089690212","display_name":"Mengwei Xu","orcid":"https://orcid.org/0000-0001-6271-6993"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengwei Xu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067123930","display_name":"Zhe Fu","orcid":"https://orcid.org/0000-0002-4637-6332"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Fu","raw_affiliation_strings":["Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027148228","display_name":"Xiao Ma","orcid":"https://orcid.org/0000-0001-5742-8890"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Ma","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425578","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0002-4535-3200"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115602128","display_name":"Yanan Li","orcid":"https://orcid.org/0000-0003-1971-1729"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Li","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072962093","display_name":"Feng Qian","orcid":"https://orcid.org/0000-0001-8509-2650"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Qian","raw_affiliation_strings":["University of Minnesota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054814598","display_name":"Shangguang Wang","orcid":"https://orcid.org/0000-0001-7245-1298"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangguang Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343450","display_name":"Ke Li","orcid":"https://orcid.org/0000-0001-7200-4244"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ke Li","raw_affiliation_strings":["Unaffiliated"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unaffiliated","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053431505","display_name":"Jingyu Yang","orcid":"https://orcid.org/0000-0003-2729-9519"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingyu Yang","raw_affiliation_strings":["Unaffiliated"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unaffiliated","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052249316","display_name":"Xuanzhe Liu","orcid":"https://orcid.org/0000-0002-7908-8484"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanzhe Liu","raw_affiliation_strings":["Peking University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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/T11478","display_name":"Caching and Content Delivery","score":0.9972000122070312,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8643733263015747},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.8438127040863037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6719239950180054},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5458940863609314},{"id":"https://openalex.org/keywords/status-quo","display_name":"Status quo","score":0.5400730967521667},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4917304813861847},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.48813948035240173},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4818335771560669},{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.4597407281398773},{"id":"https://openalex.org/keywords/cloud-service-provider","display_name":"Cloud service provider","score":0.42867034673690796},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32922595739364624},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2685062885284424},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.2051277458667755},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20016300678253174},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17073917388916016},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11940521001815796}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8643733263015747},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.8438127040863037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6719239950180054},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5458940863609314},{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.5400730967521667},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4917304813861847},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.48813948035240173},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4818335771560669},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.4597407281398773},{"id":"https://openalex.org/C2983819522","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud service provider","level":4,"score":0.42867034673690796},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32922595739364624},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2685062885284424},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.2051277458667755},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20016300678253174},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17073917388916016},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11940521001815796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487552.3487815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487552.3487815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM Internet Measurement Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2741743761","display_name":null,"funder_award_id":"61922017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1601546968","https://openalex.org/W1965370830","https://openalex.org/W1990920914","https://openalex.org/W2010463179","https://openalex.org/W2086402015","https://openalex.org/W2106098710","https://openalex.org/W2116508321","https://openalex.org/W2135099885","https://openalex.org/W2136510202","https://openalex.org/W2139058102","https://openalex.org/W2159279524","https://openalex.org/W2160624927","https://openalex.org/W2536587200","https://openalex.org/W2551680577","https://openalex.org/W2604230453","https://openalex.org/W2606297994","https://openalex.org/W2625781096","https://openalex.org/W2736305332","https://openalex.org/W2764100055","https://openalex.org/W2792220137","https://openalex.org/W2886464150","https://openalex.org/W2887901326","https://openalex.org/W2899396876","https://openalex.org/W2905207581","https://openalex.org/W2907186209","https://openalex.org/W2948616374","https://openalex.org/W2953901595","https://openalex.org/W2965289829","https://openalex.org/W2967040521","https://openalex.org/W3010543330","https://openalex.org/W3012028616","https://openalex.org/W3025987117","https://openalex.org/W3041487190","https://openalex.org/W3043599026","https://openalex.org/W3046269084","https://openalex.org/W3046577719","https://openalex.org/W3095227533","https://openalex.org/W3095877102","https://openalex.org/W3101035883","https://openalex.org/W4232438850","https://openalex.org/W4288375488","https://openalex.org/W6634556219","https://openalex.org/W6647370132","https://openalex.org/W6664773335","https://openalex.org/W6666761814","https://openalex.org/W6676975773","https://openalex.org/W6678136946","https://openalex.org/W6679461039","https://openalex.org/W6681931211","https://openalex.org/W6685387674","https://openalex.org/W6736362460","https://openalex.org/W6753751555","https://openalex.org/W6756851478","https://openalex.org/W6762481227","https://openalex.org/W6765652097","https://openalex.org/W6794194300","https://openalex.org/W7062458672"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"Public":[0],"edge":[1,25,57,77,84,110,121],"platforms":[2,58],"have":[3],"drawn":[4],"increasing":[5],"attention":[6],"from":[7,47,75,87],"both":[8],"academia":[9],"and":[10,70,97,112,118],"industry.":[11],"In":[12],"this":[13,36],"study,":[14],"we":[15,38],"perform":[16],"a":[17,22],"first-of-its-kind":[18],"measurement":[19],"study":[20,101],"on":[21,35],"leading":[23],"public":[24,109],"platform":[26],"that":[27],"has":[28],"been":[29],"densely":[30],"deployed":[31],"in":[32,62,89],"China.":[33],"Based":[34],"measurement,":[37],"quantitatively":[39,102],"answer":[40],"two":[41],"critical":[42],"yet":[43],"unexplored":[44],"questions.":[45],"First,":[46],"end":[48],"users'":[49],"perspective,":[50,80],"what":[51],"is":[52],"the":[53,65,71,76,83,104],"performance":[54],"of":[55,64,91,107],"commodity":[56],"compared":[59],"to":[60],"cloud,":[61,88],"terms":[63,90],"end-to-end":[66],"network":[67],"delay,":[68],"throughput,":[69],"application":[72],"QoE.":[73],"Second,":[74],"service":[78],"provider's":[79],"how":[81],"are":[82],"workloads":[85],"different":[86],"their":[92],"VM":[93],"subscription,":[94],"monetary":[95],"cost,":[96],"resource":[98],"usage.":[99],"Our":[100],"reveals":[103],"status":[105],"quo":[106],"today's":[108],"platforms,":[111],"provides":[113],"crucial":[114],"insights":[115],"towards":[116],"developing":[117],"operating":[119],"future":[120],"services.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-11-08T00:00:00"}
