{"id":"https://openalex.org/W7124843315","doi":"https://doi.org/10.1109/access.2026.3656467","title":"Carbon-Aware AI Control Plane for DevOps Automation: A Reference Architecture and Next-Generation Sustainability Framework","display_name":"Carbon-Aware AI Control Plane for DevOps Automation: A Reference Architecture and Next-Generation Sustainability Framework","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7124843315","doi":"https://doi.org/10.1109/access.2026.3656467"},"language":null,"primary_location":{"id":"doi:10.1109/access.2026.3656467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3656467","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3656467","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043938284","display_name":"Rohit Dhawan","orcid":"https://orcid.org/0000-0002-8125-7048"},"institutions":[{"id":"https://openalex.org/I2802538442","display_name":"Edmonds Community College","ror":"https://ror.org/00vhfbm88","country_code":"US","type":"education","lineage":["https://openalex.org/I2802538442"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rohit Dhawan","raw_affiliation_strings":["Independent Researcher, Edmonds, WA, USA"],"affiliations":[{"raw_affiliation_string":"Independent Researcher, Edmonds, WA, USA","institution_ids":["https://openalex.org/I2802538442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123395868","display_name":"Minav Suresh Patel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138624","display_name":"University of Washington Bothell","ror":"https://ror.org/02ygzhr13","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138624"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minav Suresh Patel","raw_affiliation_strings":["Independent Researcher, Bothell, WA, USA"],"affiliations":[{"raw_affiliation_string":"Independent Researcher, Bothell, WA, USA","institution_ids":["https://openalex.org/I4210138624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043938284"],"corresponding_institution_ids":["https://openalex.org/I2802538442"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29240965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"11163","last_page":"11184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.3059000074863434,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.3059000074863434,"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/T10763","display_name":"Digital Transformation in Industry","score":0.09830000251531601,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12127","display_name":"Software System Performance and Reliability","score":0.06800000369548798,"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/devops","display_name":"DevOps","score":0.9666000008583069},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.9171000123023987},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.6486999988555908},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.5529000163078308},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.5245000123977661},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5235000252723694},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4763999879360199},{"id":"https://openalex.org/keywords/information-technology-operations","display_name":"Information technology operations","score":0.4713999927043915}],"concepts":[{"id":"https://openalex.org/C9903902","wikidata":"https://www.wikidata.org/wiki/Q3025536","display_name":"DevOps","level":3,"score":0.9666000008583069},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.9171000123023987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247999906539917},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.6486999988555908},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.5529000163078308},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.5245000123977661},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5235000252723694},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.49790000915527344},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4763999879360199},{"id":"https://openalex.org/C43645609","wikidata":"https://www.wikidata.org/wiki/Q60750670","display_name":"Information technology operations","level":3,"score":0.4713999927043915},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.4253999888896942},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.37070000171661377},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.361299991607666},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.34279999136924744},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.29190000891685486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29109999537467957},{"id":"https://openalex.org/C150189527","wikidata":"https://www.wikidata.org/wiki/Q356674","display_name":"Reference model","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C53619493","wikidata":"https://www.wikidata.org/wiki/Q4787093","display_name":"Architecture framework","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/access.2026.3656467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3656467","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3656467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3656467","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1483197604","https://openalex.org/W1821462560","https://openalex.org/W1999971903","https://openalex.org/W2007740943","https://openalex.org/W2022833100","https://openalex.org/W2035489187","https://openalex.org/W2096137369","https://openalex.org/W2139041001","https://openalex.org/W2344496621","https://openalex.org/W2358431938","https://openalex.org/W2606722458","https://openalex.org/W2769228904","https://openalex.org/W2800686263","https://openalex.org/W2891644730","https://openalex.org/W2963122961","https://openalex.org/W2963809228","https://openalex.org/W3175111539","https://openalex.org/W3175335403","https://openalex.org/W4225269142","https://openalex.org/W4283157527","https://openalex.org/W4312692790","https://openalex.org/W4318541641","https://openalex.org/W4327586173","https://openalex.org/W4399255063","https://openalex.org/W4405116244"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,70,76,84,93,152],"reference":[4,95],"architecture":[5,96],"and":[6,36,49,55,102,113,129,142,150,159],"conceptual":[7],"framework":[8,118],"for":[9,155],"integrating":[10],"carbon":[11,108],"awareness":[12,60],"into":[13],"DevOps":[14,32,89,174],"automation":[15,167],"systems.":[16,162],"AI":[17,72],"workloads":[18],"are":[19],"becoming":[20],"one":[21],"of":[22,61,65,173],"the":[23,27,62,139,169,177],"fastest-growing":[24],"contributors":[25],"to":[26,83,146,157],"global":[28],"computing":[29],"demand;":[30],"however,":[31],"systems":[33,105],"that":[34,80,97,165],"deploy":[35],"operate":[37],"them":[38],"remain":[39],"completely":[40],"carbon-blind.":[41],"They":[42],"make":[43],"real-time":[44],"decisions":[45],"about":[46],"scaling,":[47],"deployment,":[48],"rollback":[50],"using":[51],"only":[52],"performance,":[53],"cost,":[54],"reliability":[56],"signals,":[57],"without":[58,133],"any":[59],"environmental":[63],"consequences":[64],"those":[66],"actions.":[67],"We":[68,91,137,163],"introduced":[69],"carbon-aware":[71,166],"control":[73,140],"plane":[74],"as":[75],"new":[77],"architectural":[78],"layer":[79],"elevates":[81],"sustainability":[82,115],"first-class":[85],"decision":[86,111],"input":[87],"within":[88],"automation.":[90],"propose":[92],"vendor-neutral":[94],"augments":[98],"existing":[99],"CI/CD,":[100],"autoscaling,":[101],"release":[103],"orchestration":[104,122],"with":[106],"predictive":[107],"intelligence,":[109],"temporal":[110],"logic,":[112],"policy-defined":[114],"guardrails.":[116],"The":[117],"integrates":[119],"standard":[120],"container":[121],"platforms,":[123],"continuous":[124],"integration":[125],"systems,":[126],"GitOps":[127],"tools,":[128],"cloud-native":[130],"scaling":[131],"engines":[132],"disrupting":[134],"developer":[135],"workflows.":[136],"formalize":[138],"loops":[141],"governance":[143],"model":[144],"required":[145],"operationalize":[147],"sustainability-aligned":[148],"automation,":[149],"outline":[151],"comprehensive":[153],"methodology":[154],"organizations":[156],"validate":[158],"adopt":[160],"such":[161],"argue":[164],"represents":[168],"next":[170],"natural":[171],"evolution":[172],"maturity,":[175],"following":[176],"industry\u2019s":[178],"earlier":[179],"shift":[180],"toward":[181],"reliability-driven":[182],"SRE":[183],"practices.":[184]},"counts_by_year":[],"updated_date":"2026-01-29T23:13:10.619473","created_date":"2026-01-21T00:00:00"}
