{"id":"https://openalex.org/W7117893140","doi":"https://doi.org/10.1109/6gnet68413.2025.11314128","title":"Energy-Aware Job Profiling and Mediation for Cloud and 6G Orchestration","display_name":"Energy-Aware Job Profiling and Mediation for Cloud and 6G Orchestration","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W7117893140","doi":"https://doi.org/10.1109/6gnet68413.2025.11314128"},"language":null,"primary_location":{"id":"doi:10.1109/6gnet68413.2025.11314128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet68413.2025.11314128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th International Conference on 6G Networking (6GNet)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5121730720","display_name":"Harshit Chawla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Harshit Chawla","raw_affiliation_strings":["Technological University of the Shannon,Athlone,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technological University of the Shannon,Athlone,Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007169148","display_name":"Sheila Fallon","orcid":"https://orcid.org/0000-0001-6874-5699"},"institutions":[{"id":"https://openalex.org/I4210150373","display_name":"Ericsson (Ireland)","ror":"https://ror.org/04swdfh12","country_code":"IE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210150373"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sheila Fallon","raw_affiliation_strings":["Technological University of the Shannon LMI Ericsson,Athlone,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technological University of the Shannon LMI Ericsson,Athlone,Ireland","institution_ids":["https://openalex.org/I4210150373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070072452","display_name":"Enda Fallon","orcid":"https://orcid.org/0000-0002-8300-5813"},"institutions":[{"id":"https://openalex.org/I4210150373","display_name":"Ericsson (Ireland)","ror":"https://ror.org/04swdfh12","country_code":"IE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210150373"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Enda Fallon","raw_affiliation_strings":["Technological University of the Shannon LMI Ericsson,Athlone,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technological University of the Shannon LMI Ericsson,Athlone,Ireland","institution_ids":["https://openalex.org/I4210150373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60699627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7246000170707703,"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":0.7246000170707703,"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/T14347","display_name":"Big Data and Digital Economy","score":0.0794999971985817,"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":0.031099999323487282,"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/orchestration","display_name":"Orchestration","score":0.7867000102996826},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7717999815940857},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7590000033378601},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.47360000014305115},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.42289999127388},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41850000619888306},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.3993000090122223},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.39340001344680786}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7867000102996826},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7717999815940857},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7590000033378601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215999960899353},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.47360000014305115},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.42289999127388},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41850000619888306},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.3993000090122223},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.39340001344680786},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36730000376701355},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3513999879360199},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34779998660087585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33709999918937683},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.31520000100135803},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C2778058735","wikidata":"https://www.wikidata.org/wiki/Q4692253","display_name":"Aggregate data","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/6gnet68413.2025.11314128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet68413.2025.11314128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th International Conference on 6G Networking (6GNet)","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":5,"referenced_works":["https://openalex.org/W2141992894","https://openalex.org/W2546571074","https://openalex.org/W2964005248","https://openalex.org/W3007855629","https://openalex.org/W3021027963"],"related_works":[],"abstract_inverted_index":{"Large-scale":[0],"AI":[1],"and":[2,26,45,48,72,83,110,125,149,156],"cloud":[3],"workloads":[4],"are":[5],"driving":[6],"up":[7],"data":[8],"centre":[9],"energy":[10,29,75,90,104],"demand,":[11],"motivating":[12],"orchestration":[13,141],"that":[14,77,116],"is":[15],"explicitly":[16],"energy-aware.":[17],"This":[18],"paper":[19],"presents":[20],"a":[21,102,113],"practical":[22],"methodology":[23],"to":[24,87,100,121,130],"characterize":[25],"predict":[27,101],"job-level":[28,74],"usage":[30,44,67,108],"by":[31,62],"linking":[32],"publicly":[33],"released":[34],"Google":[35],"traces:":[36],"the":[37,56],"2019":[38],"Borg":[39],"workload":[40],"traces":[41,51,155],"(per-instance":[42],"CPU/memory":[43],"job":[46],"metadata)":[47],"co-timed":[49],"PowerData":[50],"(five-minute":[52],"power":[53,63],"utilization":[54,86],"at":[55],"power-distribution-unit":[57],"level).":[58],"We":[59,92],"filter":[60],"machines":[61],"domain,":[64],"aggregate":[65],"per-instance":[66],"into":[68],"aligned":[69,142],"five-minute":[70],"windows,":[71],"construct":[73],"proxies":[76],"combine":[78],"average":[79],"CPU":[80],"intensity,":[81],"runtime,":[82,111],"coincident":[84],"PDU":[85],"derive":[88],"low/medium/high":[89],"classes.":[91],"then":[93],"train":[94],"lightweight":[95],"classifiers":[96],"(Random":[97],"Forest,":[98],"XGBoost)":[99],"job's":[103],"class":[105],"from":[106],"pre-scheduling":[107],"statistics":[109],"providing":[112],"mediation":[114],"signal":[115],"an":[117],"orchestrator":[118],"can":[119],"use":[120],"stagger":[122],"high-energy":[123],"jobs":[124],"backfill":[126],"with":[127,143,158],"low-energy":[128],"ones":[129],"reduce":[131],"peaks.":[132],"The":[133],"approach":[134],"delivers":[135],"two":[136],"building":[137],"blocks":[138],"for":[139],"sustainable":[140],"6G":[144],"systems:":[145],"empirical":[146],"energy-job":[147],"profiling":[148],"predictive":[150],"mediation,":[151],"grounded":[152],"in":[153],"real":[154],"implementable":[157],"modest":[159],"complexity.":[160]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-01T00:00:00"}