{"id":"https://openalex.org/W4402157207","doi":"https://doi.org/10.1109/icc51166.2024.10622236","title":"Dynamic Edge/Cloud Resource Allocation for Distributed Computation Under Semi-Static Demands","display_name":"Dynamic Edge/Cloud Resource Allocation for Distributed Computation Under Semi-Static Demands","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402157207","doi":"https://doi.org/10.1109/icc51166.2024.10622236"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622236","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/ICC51166.2024.10622236","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005857830","display_name":"Ippokratis Sartzetakis","orcid":"https://orcid.org/0000-0003-0633-5859"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ippokratis Sartzetakis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086400648","display_name":"Panagiotis Pantazopoulos","orcid":"https://orcid.org/0000-0003-1041-7750"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Panagiotis Pantazopoulos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022393445","display_name":"Konstantinos V. Katsaros","orcid":"https://orcid.org/0000-0001-8908-7867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstantinos V. Katsaros","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050856138","display_name":"Vasilis Sourlas","orcid":"https://orcid.org/0000-0003-2678-4002"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vasilis Sourlas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309517","display_name":"Emmanouel Varvarigos","orcid":"https://orcid.org/0000-0002-4942-1362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emmanouel Varvarigos","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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4024","last_page":"4029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9984999895095825,"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":0.9984999895095825,"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":0.996999979019165,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9811000227928162,"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":0.7914516925811768},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.739295244216919},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6577962636947632},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6415791511535645},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5511132478713989},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5340785980224609},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5197148323059082},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.47075632214546204},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4107770621776581},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16810595989227295},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12891840934753418},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0883072018623352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06046053767204285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914516925811768},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.739295244216919},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6577962636947632},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6415791511535645},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5511132478713989},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5340785980224609},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5197148323059082},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.47075632214546204},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4107770621776581},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16810595989227295},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12891840934753418},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0883072018623352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06046053767204285}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc51166.2024.10622236","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icc51166.2024.10622236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:14761040","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICC51166.2024.10622236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Conference on Communications (ICC): Communication QoS, Reliability and Modeling Symposium","raw_type":"info:eu-repo/semantics/conferenceProceedings"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:14761040","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICC51166.2024.10622236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Conference on Communications (ICC): Communication QoS, Reliability and Modeling Symposium","raw_type":"info:eu-repo/semantics/conferenceProceedings"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1603765807","https://openalex.org/W2066280373","https://openalex.org/W2168231600","https://openalex.org/W2172064003","https://openalex.org/W2594560857","https://openalex.org/W2896827527","https://openalex.org/W2941572705","https://openalex.org/W2972087877","https://openalex.org/W2979245724","https://openalex.org/W2983275977","https://openalex.org/W3021813981","https://openalex.org/W3112129722","https://openalex.org/W3163488673","https://openalex.org/W3186647569","https://openalex.org/W4205500752","https://openalex.org/W4206561957","https://openalex.org/W4251197426","https://openalex.org/W4285740184","https://openalex.org/W4293143373","https://openalex.org/W4316660913","https://openalex.org/W4386472806","https://openalex.org/W6636083699","https://openalex.org/W6684859321"],"related_works":["https://openalex.org/W2894114519","https://openalex.org/W4324372666","https://openalex.org/W2920581164","https://openalex.org/W4225706866","https://openalex.org/W4282941432","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W3200145713","https://openalex.org/W3134378165"],"abstract_inverted_index":{"Edge":[0],"computing":[1,38],"is":[2,52,71],"a":[3,34,55,108,117,140,186,192],"recent":[4],"paradigm":[5],"where":[6,49],"the":[7,13,50,74,79,98,101,104,133,157,175,181,197],"processing":[8,51],"takes":[9],"place":[10],"close":[11],"to":[12,24,32,72,77,163,173],"data":[14,80,106],"sources.":[15],"It":[16],"therefore":[17],"reduces":[18],"latency":[19],"and":[20,159,218],"saves":[21],"bandwidth":[22],"compared":[23],"traditional":[25,208],"cloud":[26],"computing.":[27],"The":[28,88],"latter":[29],"can":[30],"continue":[31],"play":[33],"supportive":[35],"role.":[36],"Edge-cloud":[37],"provides":[39],"benefits":[40],"in":[41,62,100,139,211],"many":[42],"use":[43],"cases":[44],"including":[45],"distributed":[46,122],"computation":[47,123],"algorithms,":[48],"divided":[53],"into":[54,96],"number":[56],"of":[57,103,110,213],"tasks":[58],"that":[59,81,132,143,154,195,204],"are":[60,82],"executed":[61],"parallel":[63],"on":[64,126],"different":[65],"equipment.":[66],"An":[67],"important":[68],"relevant":[69],"challenge":[70],"allocate":[73,174],"appropriate":[75],"resources":[76],"process":[78],"continuously":[83],"generated":[84,105],"from":[85],"user":[86],"devices.":[87],"issue":[89],"becomes":[90],"more":[91],"complicated":[92],"when":[93],"we":[94,115,184],"take":[95],"account":[97],"variations":[99,153,161],"volume":[102],"as":[107],"function":[109],"time.":[111],"In":[112],"this":[113],"paper":[114],"present":[116],"resource":[118,134,177,214],"allocation":[119,209],"algorithm":[120,172,189,194],"for":[121],"with":[124,137,191],"emphasis":[125],"machine":[127],"learning":[128],"algorithms.":[129],"We":[130,148,166],"consider":[131,185],"requirements":[135],"vary":[136],"time":[138],"semi-static":[141],"way":[142],"exhibits":[144],"some":[145],"daily":[146],"pattern.":[147],"distinguish":[149],"between":[150],"periodic":[151,176],"(expected)":[152],"occur":[155],"during":[156],"day,":[158],"sporadic":[160],"due":[162],"unexpected":[164],"events.":[165],"propose":[167],"an":[168],"Integer":[169],"Linear":[170],"Programming":[171],"requirements.":[178],"To":[179],"handle":[180],"non-periodic":[182],"requirements,":[183],"suitable":[187],"prediction":[188],"coupled":[190],"reconfiguration":[193],"allocates":[196],"predicted":[198],"required":[199],"resources.":[200],"Our":[201],"results":[202],"indicate":[203],"our":[205],"proposal":[206],"outperforms":[207],"algorithms":[210],"terms":[212],"utilization,":[215],"monetary":[216],"cost":[217],"achieved":[219],"accuracy.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
