{"id":"https://openalex.org/W2517151554","doi":"https://doi.org/10.1109/infcomw.2016.7562202","title":"Towards the evaluation of a big data-as-a-service model: A decision theoretic approach","display_name":"Towards the evaluation of a big data-as-a-service model: A decision theoretic approach","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2517151554","doi":"https://doi.org/10.1109/infcomw.2016.7562202","mag":"2517151554"},"language":"en","primary_location":{"id":"doi:10.1109/infcomw.2016.7562202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2016.7562202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5028540953","display_name":"Georgios Skourletopoulos","orcid":"https://orcid.org/0000-0001-8365-1551"},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Georgios Skourletopoulos","raw_affiliation_strings":["Department of Computer Science, University of Nicosia, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Nicosia, Nicosia, Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050729772","display_name":"Constandinos X. Mavromoustakis","orcid":"https://orcid.org/0000-0003-0333-8034"},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Constandinos X. Mavromoustakis","raw_affiliation_strings":["Department of Computer Science, University of Nicosia, Nicosia, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Nicosia, Nicosia, Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077616678","display_name":"Periklis Chatzimisios","orcid":"https://orcid.org/0000-0003-2366-1365"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Periklis Chatzimisios","raw_affiliation_strings":["Department of Informatics Engineering, Technological Educational Institute of Crete, Heraklion, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Technological Educational Institute of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030161759","display_name":"George Mastorakis","orcid":"https://orcid.org/0000-0002-6733-5652"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Mastorakis","raw_affiliation_strings":["Department of Informatics Engineering, Technological Educational Institute of Crete, Heraklion, Crete, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Technological Educational Institute of Crete, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008930531","display_name":"Evangelos Pallis","orcid":"https://orcid.org/0000-0003-2373-9775"},"institutions":[{"id":"https://openalex.org/I77990126","display_name":"Alexander Technological Educational Institute of Thessaloniki","ror":"https://ror.org/04h36ea57","country_code":"GR","type":"education","lineage":["https://openalex.org/I77990126"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Pallis","raw_affiliation_strings":["CSSN Research Lab, Alexander Technological Educational Institute of Thessaloniki, Thmssaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSSN Research Lab, Alexander Technological Educational Institute of Thessaloniki, Thmssaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064274622","display_name":"Jordi Mongay Batalla","orcid":"https://orcid.org/0000-0002-1489-5138"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jordi Mongay Batalla","raw_affiliation_strings":["Warsaw University of Technology and Seidor S.A., Warsaw, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology and Seidor S.A., Warsaw, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.3554,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98032049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"877","last_page":"883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9976000189781189,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9896000027656555,"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":0.7508226633071899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7044936418533325},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6949241161346436},{"id":"https://openalex.org/keywords/lease","display_name":"Lease","score":0.686387300491333},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5187485218048096},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49653083086013794},{"id":"https://openalex.org/keywords/cloud-storage","display_name":"Cloud storage","score":0.49638277292251587},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.4711531400680542},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42678698897361755},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3491339087486267},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2643238604068756},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16434404253959656},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.15640199184417725},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13659250736236572},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13144972920417786}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7508226633071899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7044936418533325},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6949241161346436},{"id":"https://openalex.org/C2779614062","wikidata":"https://www.wikidata.org/wiki/Q716894","display_name":"Lease","level":2,"score":0.686387300491333},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5187485218048096},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49653083086013794},{"id":"https://openalex.org/C2777059624","wikidata":"https://www.wikidata.org/wiki/Q914359","display_name":"Cloud storage","level":3,"score":0.49638277292251587},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4711531400680542},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42678698897361755},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3491339087486267},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2643238604068756},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16434404253959656},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.15640199184417725},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13659250736236572},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13144972920417786},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcomw.2016.7562202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2016.7562202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1534875419","https://openalex.org/W1585881873","https://openalex.org/W1977367431","https://openalex.org/W1977575319","https://openalex.org/W1980764417","https://openalex.org/W1982046084","https://openalex.org/W1991527372","https://openalex.org/W1993882010","https://openalex.org/W2005001245","https://openalex.org/W2007769977","https://openalex.org/W2016976222","https://openalex.org/W2036260704","https://openalex.org/W2048024857","https://openalex.org/W2057541760","https://openalex.org/W2090987777","https://openalex.org/W2104237724","https://openalex.org/W2141975087","https://openalex.org/W2146635036","https://openalex.org/W2155319182","https://openalex.org/W2159128662","https://openalex.org/W2179242496","https://openalex.org/W2288254449","https://openalex.org/W2289611414","https://openalex.org/W2295702196","https://openalex.org/W2488417119","https://openalex.org/W2492616689","https://openalex.org/W2533435397","https://openalex.org/W6651498258"],"related_works":["https://openalex.org/W3167818451","https://openalex.org/W2566947824","https://openalex.org/W3122412626","https://openalex.org/W4390608645","https://openalex.org/W2002296499","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351"],"abstract_inverted_index":{"The":[0,60,116,151],"rise":[1],"of":[2,75,124,153,182,188,214,230],"large":[3,32],"data":[4,134],"centers":[5],"has":[6,207],"created":[7],"new":[8,191],"business":[9,128,233],"models,":[10],"where":[11,69],"businesses":[12],"can":[13,63,81],"lease":[14,152],"storage":[15,24,71,87,155,184],"and":[16,19,38,57,72,113,147,163,185,192,222],"computing":[17,49,73],"capacity":[18],"pay":[20],"only":[21,92],"for":[22],"the":[23,31,70,76,122,131,140,160,164,172,177,183,186,196,218,228],"they":[25],"actually":[26],"use,":[27],"rather":[28,97],"than":[29,98],"making":[30],"capital":[33,99],"investments":[34,46],"needed":[35],"to":[36,120,144,171,224],"construct":[37],"provision":[39],"large-scale":[40],"computer":[41],"installations.":[42],"In":[43],"this":[44,202],"context,":[45],"in":[47,139,142,195,201],"big-data":[48],"are":[50,198],"rapidly":[51],"gaining":[52],"ground,":[53],"having":[54],"extraordinary":[55],"near-term":[56],"long-term":[58],"benefits.":[59],"mobile":[61,77],"cloud":[62,86,154],"be":[64,82],"considered":[65,200],"as":[66,211],"a":[67,105,111,125,212],"marketplace,":[68],"capabilities":[74],"cloud-based":[78],"system":[79],"architectures":[80],"leased":[83],"off.":[84],"However,":[85],"is":[88,156,167],"not":[89],"less":[90],"expensive,":[91],"that":[93,137,174],"it":[94],"incurs":[95],"operating":[96],"expenses.":[100],"This":[101],"paper":[102],"elaborates":[103],"on":[104,227],"novel":[106],"cost":[107,173],"analysis":[108],"model,":[109],"adopting":[110],"non-linear":[112],"asymmetric":[114],"approach.":[115],"proposed":[117,219],"modelling":[118],"aims":[119],"evaluate":[121],"adoption":[123,229],"big":[126,231],"data-as-a-service":[127,232],"model":[129,221],"against":[130],"traditional":[132],"high-performance":[133],"warehouse":[135],"appliances":[136],"exist":[138],"market":[141],"order":[143],"inform":[145],"effective":[146],"strategic":[148],"decision":[149],"making.":[150],"investigated,":[157],"when":[158],"developing":[159],"mathematical":[161],"formulas,":[162],"research":[165],"approach":[166],"examined":[168],"with":[169],"respect":[170],"derives":[175],"from":[176],"unused":[178],"storage.":[179],"Possible":[180],"upgradation":[181],"risk":[187],"entering":[189],"into":[190],"accumulated":[193],"costs":[194],"future":[197],"also":[199,209],"study.":[203],"A":[204],"quantification":[205],"tool":[206],"been":[208],"developed":[210],"proof":[213],"concept":[215],"(PoC),":[216],"implementing":[217],"quantitative":[220],"intending":[223],"shed":[225],"light":[226],"models.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}