{"id":"https://openalex.org/W4379390821","doi":"https://doi.org/10.1145/3555041.3589718","title":"SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds","display_name":"SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4379390821","doi":"https://doi.org/10.1145/3555041.3589718"},"language":"en","primary_location":{"id":"doi:10.1145/3555041.3589718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3555041.3589718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3555041.3589718","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3555041.3589718","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028240524","display_name":"Ka-Ho Chow","orcid":"https://orcid.org/0000-0001-5917-2577"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ka-Ho Chow","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5917-2577","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035364139","display_name":"U. D. Deshpande","orcid":"https://orcid.org/0000-0001-9506-0003"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umesh Deshpande","raw_affiliation_strings":["IBM Research - Almaden, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9506-0003","affiliations":[{"raw_affiliation_string":"IBM Research - Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089510464","display_name":"Veera Deenadhayalan","orcid":"https://orcid.org/0009-0004-0554-6923"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veera Deenadhayalan","raw_affiliation_strings":["IBM Research - Almaden, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0004-0554-6923","affiliations":[{"raw_affiliation_string":"IBM Research - Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034689606","display_name":"S. Seshadri","orcid":"https://orcid.org/0009-0002-2117-5769"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangeetha Seshadri","raw_affiliation_strings":["IBM Research - Almaden, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0002-2117-5769","affiliations":[{"raw_affiliation_string":"IBM Research - Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343991","display_name":"Ling Liu","orcid":"https://orcid.org/0000-0002-4138-3082"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ling Liu","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4138-3082","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/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":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.7830411791801453},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7491797208786011},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7101247906684875},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.6904863119125366},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.4894055426120758},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45127031207084656},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.43364885449409485},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4334869980812073},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4131240248680115},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.36523953080177307},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2840115427970886},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15336096286773682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7830411791801453},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7491797208786011},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7101247906684875},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.6904863119125366},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.4894055426120758},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45127031207084656},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.43364885449409485},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4334869980812073},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4131240248680115},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.36523953080177307},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2840115427970886},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15336096286773682},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3555041.3589718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3555041.3589718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3555041.3589718","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3555041.3589718","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3555041.3589718","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3555041.3589718","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 International Conference on Management of Data","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5206010609","display_name":"TWC: Medium: Privacy Preserving Computation in Big Data Clouds","funder_award_id":"1564097","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5242202498","display_name":"RAPID: Tracking and Evaluation of the Coronavirus (COVID-19) Epidemic Propagation by Finding and Maintaining Live Knowledge in Social Media","funder_award_id":"2026945","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5377231427","display_name":null,"funder_award_id":"1564097","funder_id":"https://openalex.org/F4320332169","funder_display_name":"Directorate for Computer and Information Science and Engineering"},{"id":"https://openalex.org/G6374073843","display_name":"EAGER: SaTC-EDU: Privacy Enhancing Techniques and Innovations for AI-Cybersecurity Cross Training","funder_award_id":"2038029","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8386223656","display_name":null,"funder_award_id":"2038029, 2026945, 1564097","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"},{"id":"https://openalex.org/F4320309321","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44"},{"id":"https://openalex.org/F4320332169","display_name":"Directorate for Computer and Information Science and Engineering","ror":"https://ror.org/025kzpk63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379390821.pdf","grobid_xml":"https://content.openalex.org/works/W4379390821.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2294347342","https://openalex.org/W2931122162","https://openalex.org/W3168937343","https://openalex.org/W4220916150","https://openalex.org/W4283324304"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W4206992307","https://openalex.org/W4312629719"],"abstract_inverted_index":{"The":[0,17],"microservice":[1],"architecture":[2],"allows":[3],"scaling":[4],"application":[5,78,139,167],"components":[6,114,126],"independently":[7],"based":[8],"on":[9,85,178],"their":[10],"resource":[11,69,154,158],"demands":[12,101,159],"to":[13,31,48,62,90,102,115,127,134,172],"serve":[14,103],"user":[15,20,52,75,162],"traffic.":[16],"notion":[18],"of":[19,29],"traffic":[21,76,105,163],"is":[22,26],"critical":[23],"because":[24],"it":[25],"a":[27,39,131,150],"mixture":[28],"requests":[30],"user-facing":[32],"API":[33,182,184],"endpoints":[34],"representing":[35],"valuable":[36],"semantics":[37],"(e.g.,":[38],"customer":[40],"transaction).":[41],"Application":[42],"owners":[43,79],"can":[44,106,136],"incorporate":[45],"business":[46],"insights":[47],"derive":[49],"the":[50,99,104,128,138,166],"expected":[51],"traffic,":[53],"e.g.,":[54],"for":[55,113,153,160],"holiday":[56],"seasons,":[57],"and":[58,65,98,169,186],"rightsize":[59],"each":[60],"component":[61],"ensure":[63],"availability":[64],"responsiveness.":[66],"However,":[67,130],"existing":[68],"estimation":[70],"techniques":[71],"do":[72],"not":[73],"take":[74],"from":[77],"into":[80],"consideration":[81],"but":[82],"only":[83],"rely":[84],"historical":[86],"information,":[87],"which":[88],"leads":[89],"inaccurate":[91],"predictions.":[92],"Furthermore,":[93],"on-premises":[94],"infrastructure":[95],"lacks":[96],"elasticity,":[97],"overall":[100],"exceed":[107],"its":[108],"capacity,":[109],"leaving":[110],"no":[111],"room":[112],"grow.":[116],"Hybrid":[117],"clouds":[118],"provide":[119],"an":[120],"attractive":[121],"solution":[122],"by":[123,165,175],"offloading":[124],"some":[125],"cloud.":[129],"poor":[132],"choice":[133],"offload":[135],"worsen":[137],"in":[140],"multiple":[141],"aspects.":[142],"To":[143],"address":[144],"these":[145],"problems,":[146],"we":[147],"introduce":[148],"SCAD,":[149],"scalability":[151],"advisor":[152],"management.":[155],"It":[156],"estimates":[157],"any":[161],"provided":[164],"owner":[168],"recommends":[170],"how":[171],"scale":[173],"microservices":[174],"spanning":[176],"them":[177],"hybrid":[179],"clouds,":[180],"optimizing":[181],"performance,":[183],"availability,":[185],"cloud":[187],"hosting":[188],"cost.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
