{"id":"https://openalex.org/W4396681067","doi":"https://doi.org/10.5220/0012715200003711","title":"Optimizing Service Placement in Edge-to-Cloud AR/VR Systems Using a Multi-Objective Genetic Algorithm","display_name":"Optimizing Service Placement in Edge-to-Cloud AR/VR Systems Using a Multi-Objective Genetic Algorithm","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396681067","doi":"https://doi.org/10.5220/0012715200003711"},"language":"en","primary_location":{"id":"doi:10.5220/0012715200003711","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012715200003711","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012715200003711","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mohammadsadeq Herabad","orcid":null},"institutions":[{"id":"https://openalex.org/I43968019","display_name":"Karlstad University","ror":"https://ror.org/05s754026","country_code":"SE","type":"education","lineage":["https://openalex.org/I43968019"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mohammadsadeq Herabad","raw_affiliation_strings":["Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I43968019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048747481","display_name":"Javid Taheri","orcid":"https://orcid.org/0000-0001-9194-010X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]},{"id":"https://openalex.org/I43968019","display_name":"Karlstad University","ror":"https://ror.org/05s754026","country_code":"SE","type":"education","lineage":["https://openalex.org/I43968019"]}],"countries":["GB","SE"],"is_corresponding":false,"raw_author_name":"Javid Taheri","raw_affiliation_strings":["Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---","School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I43968019"]},{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen\u2019s University Belfast, Belfast, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031391282","display_name":"Bestoun S. Ahmed","orcid":"https://orcid.org/0000-0001-9051-7609"},"institutions":[{"id":"https://openalex.org/I43968019","display_name":"Karlstad University","ror":"https://ror.org/05s754026","country_code":"SE","type":"education","lineage":["https://openalex.org/I43968019"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ","SE"],"is_corresponding":false,"raw_author_name":"Bestoun Ahmed","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University, Prague, Czech Republic, --- Select a Country ---","Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University, Prague, Czech Republic, --- Select a Country ---","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, Karlstad University, Karlstad, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I43968019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011528328","display_name":"Calin Curescu","orcid":"https://orcid.org/0000-0001-5129-2718"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Calin Curescu","raw_affiliation_strings":["Ericsson AB, Stockholm, Sweden, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson AB, Stockholm, Sweden, --- Select a Country ---","institution_ids":["https://openalex.org/I1306339040"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.725,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62326911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9330999851226807,"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/T10888","display_name":"Augmented Reality Applications","score":0.9089000225067139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7716074585914612},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7330819368362427},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.583938717842102},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5503848195075989},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4451069235801697},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3629853129386902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20650139451026917},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15012431144714355},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13810870051383972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716074585914612},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7330819368362427},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.583938717842102},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5503848195075989},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4451069235801697},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3629853129386902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20650139451026917},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15012431144714355},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13810870051383972},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012715200003711","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012715200003711","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/a29a8ee0-5ef8-4e2e-b472-23d13753ceb5","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/a29a8ee0-5ef8-4e2e-b472-23d13753ceb5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0012715200003711","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012715200003711","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"Augmented":[0],"Reality":[1,5],"(AR)":[2],"and":[3,74,131,143,216],"Virtual":[4],"(VR)":[6],"systems":[7],"involve":[8],"computationally":[9],"intensive":[10],"image":[11],"processing":[12],"algorithms":[13],"that":[14,163,183],"can":[15,185],"burden":[16],"end-devices":[17,36],"with":[18,158],"limited":[19],"resources,":[20],"leading":[21],"to":[22,41,52,92,111,148,161,203],"poor":[23],"performance":[24],"in":[25,65,99],"providing":[26],"low":[27],"latency":[28,61],"services.":[29],"Edge-to-cloud":[30],"computing":[31],"overcomes":[32],"the":[33,94,107,113,122,125,176,188,212],"limitations":[34],"of":[35,60,96,106,116,124,191,197,211],"by":[37,194],"offloading":[38],"their":[39],"computations":[40],"nearby":[42],"edge":[43],"devices":[44],"or":[45],"remote":[46],"cloud":[47],"servers.":[48],"Although":[49],"this":[50,82,84],"proves":[51],"be":[53],"sufficient":[54],"for":[55,175],"many":[56],"applications,":[57],"optimal":[58],"placement":[59,95],"sensitive":[62],"AR/VR":[63],"services":[64,98,193,218],"edge-to-cloud":[66,101],"infrastructures":[67],"(to":[68],"provide":[69],"desirable":[70],"service":[71],"response":[72,114,189],"times":[73],"reliability)":[75],"remain":[76],"a":[77,87,145],"formidable":[78],"challenging.":[79],"To":[80,134],"address":[81],"challenge,":[83],"paper":[85],"develops":[86],"Multi-Objective":[88],"Genetic":[89],"Algorithm":[90],"(MOGA)":[91],"optimize":[93],"AR/VR-based":[97],"multi-tier":[100],"environments.":[102],"The":[103,179],"primary":[104],"objective":[105],"proposed":[108],"MOGA":[109,155,184,207],"is":[110],"minimize":[112],"time":[115,190],"all":[117,141],"running":[118],"services,":[119],"while":[120],"maximizing":[121],"reliability":[123,210],"underlying":[126],"system":[127],"from":[128],"both":[129],"software":[130],"hardware":[132],"perspectives.":[133],"evaluate":[135],"its":[136,150],"performance,":[137],"we":[138],"mathematically":[139],"modeled":[140],"components":[142],"developed":[144],"tailor-made":[146],"simulator":[147],"assess":[149],"effectiveness":[151],"on":[152,199],"various":[153],"scales.":[154],"was":[156],"compared":[157,202],"several":[159],"heuristics":[160],"prove":[162],"intuitive":[164],"solutions,":[165],"which":[166],"are":[167,171],"usually":[168],"assumed":[169],"sufficient,":[170],"not":[172],"efficient":[173],"enough":[174],"stated":[177],"problem.":[178],"experimental":[180],"results":[181],"indicated":[182],"significantly":[186],"reduce":[187],"deployed":[192],"an":[195],"average":[196],"67%":[198],"different":[200],"scales,":[201],"other":[204],"heuristic":[205],"methods.":[206],"also":[208],"ensures":[209],"97%":[213],"infrastructure":[214],"(hardware)":[215],"95%":[217],"(software).":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
