{"id":"https://openalex.org/W4413755312","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130313","title":"A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers","display_name":"A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4413755312","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130313"},"language":"en","primary_location":{"id":"doi:10.1109/isvlsi65124.2025.11130313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","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/A5107549754","display_name":"Aikaterini Maria Panteleaki","orcid":null},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aikaterini Maria Panteleaki","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114987525","display_name":"Varatheepan Paramanayakam","orcid":null},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varatheepan Paramanayakam","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006680418","display_name":"Vasileios Pentsos","orcid":"https://orcid.org/0009-0003-2930-7911"},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vasileios Pentsos","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049427357","display_name":"\u0391\u03bd\u03b4\u03c1\u03ad\u03b1\u03c2 \u039a\u03b1\u03c1\u03b1\u03c4\u03b6\u03ac\u03c2","orcid":"https://orcid.org/0000-0001-6804-135X"},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Karatzas","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083284025","display_name":"Spyros Tragoudas","orcid":"https://orcid.org/0009-0006-2575-3588"},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spyros Tragoudas","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052217926","display_name":"Iraklis Anagnostopoulos","orcid":"https://orcid.org/0000-0003-0985-3045"},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iraklis Anagnostopoulos","raw_affiliation_strings":["Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University,School of Electrical, Computer and Biomedical Engineering,Carbondale,IL,U.S.A","institution_ids":["https://openalex.org/I110378019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110378019"],"apc_list":null,"apc_paid":null,"fwci":1.9246,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85969565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9194999933242798,"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":0.9194999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6278660893440247},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5900864005088806},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12377271056175232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6278660893440247},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5900864005088806},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12377271056175232}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isvlsi65124.2025.11130313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2289252105","https://openalex.org/W3157218387","https://openalex.org/W4226323948","https://openalex.org/W4308480476","https://openalex.org/W4318541641","https://openalex.org/W4323345742","https://openalex.org/W4366564134","https://openalex.org/W4386764983","https://openalex.org/W4392746399","https://openalex.org/W4402835401","https://openalex.org/W4404385895","https://openalex.org/W4406321541","https://openalex.org/W4409248563","https://openalex.org/W4409285533","https://openalex.org/W4409537475","https://openalex.org/W4410553164","https://openalex.org/W4410582444","https://openalex.org/W4410887139"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"increasing":[1],"demand":[2],"for":[3,29],"Artificial":[4],"Intelligence":[5],"(AI)":[6],"computing":[7],"poses":[8],"significant":[9],"environmental":[10],"challenges,":[11],"with":[12],"both":[13],"operational":[14,62,111],"and":[15,31,58,63,86,102,130],"embodied":[16,64,92],"carbon":[17,65,106,131],"emissions":[18,66],"becoming":[19],"major":[20],"contributors.":[21],"This":[22],"paper":[23],"presents":[24],"a":[25,72,77],"carbon-aware":[26,85],"holistic":[27],"methodology":[28],"designing":[30],"managing":[32],"sustainable":[33],"Edge":[34],"Data":[35],"Centers":[36],"(EDCs),":[37],"based":[38,126],"on":[39,127],"three":[40],"design":[41],"principles":[42],"that":[43,123],"challenge":[44],"the":[45,55,80,95,115],"state-of-the-art":[46],"optimization":[47],"paradigms.":[48],"Our":[49],"approach":[50],"employs":[51],"vertical":[52],"integration":[53],"across":[54],"architecture,":[56],"system,":[57],"runtime":[59,116],"layers,":[60],"balances":[61],"while":[67],"considering":[68],"EDC":[69],"performance":[70],"as":[71],"co-optimization":[73],"objective,":[74],"rather":[75],"than":[76],"constraint.":[78],"At":[79,94],"architecture":[81],"level,":[82,97,117],"we":[83,98,118],"propose":[84],"approximate":[87],"accelerator":[88],"designs":[89],"to":[90,104,109],"reduce":[91],"carbon.":[93],"system":[96],"enhance":[99],"resource":[100],"utilization":[101],"adapt":[103],"real-time":[105],"intensity":[107],"variations":[108],"minimize":[110],"emissions.":[112],"Finally,":[113],"at":[114],"develop":[119],"dynamic":[120],"scheduling":[121],"frameworks":[122],"adjust":[124],"execution,":[125],"energy":[128],"constraints":[129],"intensity.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}