{"id":"https://openalex.org/W2986646794","doi":"https://doi.org/10.1145/3318216.3363308","title":"Towards scalable edge-native applications","display_name":"Towards scalable edge-native applications","publication_year":2019,"publication_date":"2019-11-04","ids":{"openalex":"https://openalex.org/W2986646794","doi":"https://doi.org/10.1145/3318216.3363308","mag":"2986646794"},"language":"en","primary_location":{"id":"doi:10.1145/3318216.3363308","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318216.3363308","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/IEEE Symposium on Edge Computing","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/A5062779308","display_name":"Junjue Wang","orcid":"https://orcid.org/0000-0002-9500-3399"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junjue Wang","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043332603","display_name":"Ziqiang Feng","orcid":"https://orcid.org/0000-0002-0787-2448"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziqiang Feng","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046383873","display_name":"Shilpa George","orcid":"https://orcid.org/0000-0002-6756-9627"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shilpa George","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049127379","display_name":"Roger Iyengar","orcid":"https://orcid.org/0000-0002-4002-9823"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger Iyengar","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080166041","display_name":"Padmanabhan Pillai","orcid":"https://orcid.org/0000-0003-0171-020X"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Padmanabhan Pillai","raw_affiliation_strings":["Intel Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052227093","display_name":"Mahadev Satyanarayanan","orcid":"https://orcid.org/0000-0002-2187-2049"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahadev Satyanarayanan","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4382,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.9753081,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9952999949455261,"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":0.9922999739646912,"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/cloudlet","display_name":"Cloudlet","score":0.901369571685791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8322010636329651},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.698233425617218},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6401990056037903},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5945354104042053},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5676297545433044},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5442036986351013},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5383042097091675},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5095651149749756},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5035912394523621},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47698813676834106},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4600830376148224},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4294102191925049},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4121791422367096},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13542422652244568},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07206204533576965}],"concepts":[{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.901369571685791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8322010636329651},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.698233425617218},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6401990056037903},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5945354104042053},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5676297545433044},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5442036986351013},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5383042097091675},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5095651149749756},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5035912394523621},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47698813676834106},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4600830376148224},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4294102191925049},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4121791422367096},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13542422652244568},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07206204533576965},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3318216.3363308","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3318216.3363308","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/IEEE Symposium on Edge Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G7868872068","display_name":null,"funder_award_id":"CNS-1518865","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8352229946","display_name":null,"funder_award_id":"HR0011-17-C-0051","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1481588857","https://openalex.org/W1607207171","https://openalex.org/W1934976245","https://openalex.org/W1978322319","https://openalex.org/W1994636439","https://openalex.org/W2029016069","https://openalex.org/W2053415500","https://openalex.org/W2060964919","https://openalex.org/W2085094300","https://openalex.org/W2086402015","https://openalex.org/W2101788345","https://openalex.org/W2109595453","https://openalex.org/W2122711334","https://openalex.org/W2125444986","https://openalex.org/W2127976353","https://openalex.org/W2129861682","https://openalex.org/W2137100320","https://openalex.org/W2145695845","https://openalex.org/W2152510742","https://openalex.org/W2162994724","https://openalex.org/W2325485996","https://openalex.org/W2468875367","https://openalex.org/W2599379624","https://openalex.org/W2625567284","https://openalex.org/W2752236330","https://openalex.org/W2766304518","https://openalex.org/W2767011558","https://openalex.org/W2887117815","https://openalex.org/W2895397177","https://openalex.org/W2896225285","https://openalex.org/W2955945313","https://openalex.org/W2963510045","https://openalex.org/W2970663500"],"related_works":["https://openalex.org/W4387134114","https://openalex.org/W4391550106","https://openalex.org/W3184388372","https://openalex.org/W3196742282","https://openalex.org/W3201095160","https://openalex.org/W3123098613","https://openalex.org/W2963105331","https://openalex.org/W4362500686","https://openalex.org/W2963751615","https://openalex.org/W2626074815"],"abstract_inverted_index":{"Latency-sensitive":[0],"edge-native":[1,64],"applications":[2,23,29,65,113],"may":[3],"be":[4],"the":[5,16,41,44,60,115],"key":[6],"to":[7,40,56,76,101],"commercial":[8],"success":[9,14],"of":[10,18,21,62,90,107,112,117],"edge":[11,45],"infrastructure.":[12],"However,":[13],"in":[15,79,114],"form":[17],"widespread":[19],"deployment":[20],"such":[22],"poses":[24],"its":[25],"own":[26],"challenges.":[27],"These":[28],"are":[30],"edge-dependent":[31],"by":[32],"definition,":[33],"and":[34,70,104],"therefore":[35],"cannot":[36],"simply":[37],"fail":[38],"over":[39,94],"cloud":[42],"if":[43],"is":[46,99],"overloaded.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51],"propose":[52],"an":[53],"adaptation-based":[54],"strategy":[55],"allow":[57],"scaling":[58],"up":[59,75],"number":[61],"concurrent":[63],"on":[66,85,87],"a":[67,88,110],"resource-limited":[68],"cloudlet":[69],"wireless":[71],"network.":[72],"We":[73],"demonstrate":[74],"40%":[77],"reduction":[78],"offered":[80],"load":[81],"with":[82],"minimal":[83],"impact":[84],"latency":[86],"variety":[89],"cognitive":[91],"assistance":[92],"tasks":[93],"non-adaptive":[95],"approaches.":[96],"Our":[97],"approach":[98],"able":[100],"gracefully":[102],"degrade":[103],"maintain":[105],"quality":[106],"service":[108],"for":[109],"subset":[111],"face":[116],"severely":[118],"loaded":[119],"conditions.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
