{"id":"https://openalex.org/W7153246091","doi":"https://doi.org/10.48550/arxiv.2604.07910","title":"Incentivising green video streaming through a 2-tier subscription model with carbon-aware rewards","display_name":"Incentivising green video streaming through a 2-tier subscription model with carbon-aware rewards","publication_year":2026,"publication_date":"2026-04-09","ids":{"openalex":"https://openalex.org/W7153246091","doi":"https://doi.org/10.48550/arxiv.2604.07910"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.07910","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07910","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.07910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064354689","display_name":"Vasilios A. Siris","orcid":"https://orcid.org/0000-0001-8521-3774"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siris, Vasilios A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133327157","display_name":"Adamantia Stamou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stamou, Adamantia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058208743","display_name":"George D. Stamoulis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stamoulis, George D.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5124457646","display_name":"Konstantinos Varsos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Varsos, Konstantinos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.4830000102519989,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.4830000102519989,"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/T12238","display_name":"Green IT and Sustainability","score":0.3276999890804291,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.05849999934434891,"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/incentive","display_name":"Incentive","score":0.7802000045776367},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.617900013923645},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.580299973487854},{"id":"https://openalex.org/keywords/carbon-footprint","display_name":"Carbon footprint","score":0.4553999900817871},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.42899999022483826},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4255000054836273},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4187000095844269},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.3862999975681305}],"concepts":[{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7802000045776367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6362000107765198},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.617900013923645},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.580299973487854},{"id":"https://openalex.org/C2780936489","wikidata":"https://www.wikidata.org/wiki/Q310667","display_name":"Carbon footprint","level":3,"score":0.4553999900817871},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4401000142097473},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4255000054836273},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4187000095844269},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.3862999975681305},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.37130001187324524},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36579999327659607},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3370000123977661},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3012999892234802},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27559998631477356},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.2728999853134155},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25769999623298645},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.07910","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07910","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.07910","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.07910","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8037316203117371,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"investigate":[1],"incentives":[2,41,147,187],"for":[3,66,109],"reducing":[4],"the":[5,14,20,25,29,60,64,97,106,124,137,141,146,151,176,186,190,198,202,208],"carbon":[6,26,55,138,174,192],"emissions":[7],"of":[8,17,72,85,127,154,179],"video":[9,22,116,160],"streaming":[10],"that":[11],"depend":[12,149,188],"on":[13,136,150,189],"energy":[15,195,205],"consumption":[16,196],"segments":[18],"in":[19],"end-to-end":[21],"delivery":[23],"path,":[24],"intensity,":[27],"and":[28,34,54,140,185,194,201],"user":[30,111],"type,":[31],"i.e.,":[32],"quality-sensitive":[33],"green":[35],"or":[36,167],"environmentally":[37],"conscious":[38],"users.":[39],"The":[40,82],"can":[42,161],"be":[43,162],"offered":[44],"through":[45],"a":[46,52,69,75,115,120,131,159,165,168],"practical":[47],"2-tier":[48],"subscription":[49],"model":[50],"with":[51,172],"discount":[53],"rewards,":[56],"which":[57],"gives":[58],"providers":[59],"flexibility":[61],"to":[62,68,93],"reduce":[63],"quality":[65,133,184],"up":[67],"maximum":[70,110,125,177],"percentage":[71,126,178],"videos":[73,128,180],"within":[74],"time":[76],"period,":[77],"such":[78],"as":[79],"one":[80,102],"month.":[81],"key":[83],"features":[84],"our":[86],"approach":[87],"are":[88],"i)":[89],"it":[90],"is":[91,100,117],"preferable":[92],"offer":[94],"subscriptions":[95],"where":[96],"reduced-quality":[98],"tier":[99],"set":[101],"resolution":[103,107],"level":[104,153],"below":[105],"required":[108],"satisfaction;":[112],"ii)":[113],"when":[114,158],"streamed":[118,129,163,181],"from":[119,164,207],"local":[121,166],"data":[122,170,199,210],"center,":[123],"at":[130,182,197],"lower":[132,183],"depends":[134],"solely":[135],"intensity":[139,143,193],"average":[142],"cap,":[144],"whereas":[145],"also":[148],"users'":[152],"environmental":[155],"consciousness;":[156],"iii)":[157],"remote":[169,209],"center":[171],"different":[173],"intensities,":[175],"relative":[191],"centers,":[200],"additional":[203],"network":[204],"costs":[206],"center.":[211]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-11T00:00:00"}
