{"id":"https://openalex.org/W7131093629","doi":"https://doi.org/10.1016/j.sysarc.2026.103752","title":"Predictively controlling the computing continuum with distributed energy-aware orchestration","display_name":"Predictively controlling the computing continuum with distributed energy-aware orchestration","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131093629","doi":"https://doi.org/10.1016/j.sysarc.2026.103752"},"language":"en","primary_location":{"id":"doi:10.1016/j.sysarc.2026.103752","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sysarc.2026.103752","pdf_url":null,"source":{"id":"https://openalex.org/S127660348","display_name":"Journal of Systems Architecture","issn_l":"1383-7621","issn":["1383-7621","1873-6165"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems Architecture","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.sysarc.2026.103752","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126651747","display_name":"Pablo Rodr\u00edguez","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Rodr\u00edguez","raw_affiliation_strings":["Department of Computer Science and Telematics Engineering, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Telematics Engineering, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126636509","display_name":"Javier Mateos-Bravo","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Javier Mateos-Bravo","raw_affiliation_strings":["Department of Computer Science and Telematics Engineering, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Telematics Engineering, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122455921","display_name":"Sergio Laso","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Laso","raw_affiliation_strings":["Department of Computer Science and Telematics Engineering, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Telematics Engineering, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126647777","display_name":"Juan Luis Herrera","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Juan Luis Herrera","raw_affiliation_strings":["Distributed Systems Group, TU Wien, Austria"],"affiliations":[{"raw_affiliation_string":"Distributed Systems Group, TU Wien, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126597980","display_name":"Javier Berrocal","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Berrocal","raw_affiliation_strings":["Department of Computer Science and Telematics Engineering, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Telematics Engineering, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5126636509"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":{"value":2800,"currency":"USD","value_usd":2800},"apc_paid":{"value":2800,"currency":"USD","value_usd":2800},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44896919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"175","issue":null,"first_page":"103752","last_page":"103752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.24799999594688416,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.24799999594688416,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.13120000064373016,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.05609999969601631,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/latency","display_name":"Latency (audio)","score":0.6814000010490417},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.656000018119812},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5605999827384949},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.5085999965667725},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4174000024795532},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.38929998874664307},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.3402999937534332},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.3294999897480011},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.3273000121116638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8597000241279602},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6814000010490417},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.656000018119812},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6126000285148621},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5605999827384949},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.5085999965667725},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4174000024795532},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.38929998874664307},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3409999907016754},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3402999937534332},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.3273000121116638},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.3091999888420105},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2605000138282776},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2540999948978424},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.sysarc.2026.103752","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sysarc.2026.103752","pdf_url":null,"source":{"id":"https://openalex.org/S127660348","display_name":"Journal of Systems Architecture","issn_l":"1383-7621","issn":["1383-7621","1873-6165"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems Architecture","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.sysarc.2026.103752","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sysarc.2026.103752","pdf_url":null,"source":{"id":"https://openalex.org/S127660348","display_name":"Journal of Systems Architecture","issn_l":"1383-7621","issn":["1383-7621","1873-6165"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems Architecture","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7428801655769348,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2004486601","https://openalex.org/W2910037078","https://openalex.org/W3113288818","https://openalex.org/W3196163391","https://openalex.org/W3210128494","https://openalex.org/W4206114022","https://openalex.org/W4317603370","https://openalex.org/W4388579538","https://openalex.org/W4402435370","https://openalex.org/W4412837102"],"related_works":[],"abstract_inverted_index":{"Distributing":[0],"microservices":[1],"across":[2],"the":[3,48,104,136],"Computing":[4],"Continuum":[5],"reduces":[6],"latency":[7,35],"and":[8,41,70,108],"preserves":[9],"data":[10],"locality":[11],"but":[12],"introduces":[13],"management":[14],"complexity":[15],"on":[16,68],"heterogeneous,":[17],"resource-constrained":[18],"edge":[19],"nodes.":[20],"Traditional":[21],"reactive":[22,137],"orchestration":[23],"triggers":[24],"only":[25],"after":[26],"saturation":[27,107],"occurs.":[28],"Under":[29],"bursty":[30],"or":[31],"high-density":[32],"workloads,":[33],"this":[34],"leads":[36],"to":[37,73,80,125,133,145],"service":[38],"degradation,":[39],"instability,":[40],"inefficient":[42],"energy":[43,128],"usage.":[44],"To":[45],"address":[46],"this,":[47],"Adaptive":[49],"Resource-Aware":[50],"Predictive":[51],"Orchestrator":[52],"(ARAPO)":[53],"couples":[54],"per-service":[55],"local":[56],"forecasting":[57,140],"with":[58,152],"calibrated":[59],"node-level":[60],"aggregation.":[61],"It":[62,76,113],"employs":[63],"a":[64,92,98,153,170],"dual-threshold":[65],"policy":[66],"based":[67],"predicted":[69],"observed":[71],"load":[72],"trigger":[74],"migrations.":[75],"maps":[77],"CPU":[78],"forecasts":[79],"power":[81,148],"for":[82],"energy-aware":[83],"placement":[84],"without":[85],"external":[86],"instrumentation.":[87],"ARAPO":[88],"is":[89],"evaluated":[90],"in":[91,117],"realistic":[93],"hospital":[94],"reference":[95],"scenario":[96],"against":[97],"reactive-only":[99],"baseline.":[100,138],"Results":[101],"demonstrate":[102],"that":[103],"system":[105],"anticipates":[106],"prevents":[109],"control":[110],"plane":[111],"congestion.":[112],"significantly":[114],"improves":[115],"stability":[116],"oscillating":[118],"workloads.":[119],"Overload":[120],"time":[121],"drops":[122],"from":[123],"28.4%":[124],"4.5%.":[126],"Consequently,":[127],"usage":[129],"during":[130],"overload":[131],"falls":[132],"14.9%":[134],"of":[135],"Node-level":[139],"achieves":[141],"R":[142],"2":[143],"up":[144],"0.86.":[146],"The":[147],"model":[149],"tracks":[150],"consumption":[151],"mean":[154],"absolute":[155],"error":[156],"as":[157,159,169],"low":[158],"0":[160],".":[161,164],"40":[162],"W":[163],"This":[165],"validates":[166],"its":[167],"suitability":[168],"lightweight,":[171],"energy-efficient":[172],"controller.":[173]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-02-24T00:00:00"}