{"id":"https://openalex.org/W6884629797","doi":"https://doi.org/10.1145/3578245.3585329","title":"Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum","display_name":"Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W6884629797","doi":"https://doi.org/10.1145/3578245.3585329"},"language":"en","primary_location":{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iosup, A, Prodan, R, Varbanescu, A L, Talluri, S, Magalhaes, G, Hokstam, K, Zwaan, H, Van Beek, V, Farahani, R & Kimovski, D 2023, Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. in ICPE 2023 Companion : Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 209-214, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15/04/23. https://doi.org/10.1145/3578245.3585329","raw_type":"info:eu-repo/semantics/publishedVersion"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.vu.nl/en/publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Iosup, Alexandru (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Iosup, Alexandru (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Prodan, Radu (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prodan, Radu (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Varbanescu, Ana Lucia (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Varbanescu, Ana Lucia (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Talluri, Sacheendra (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Talluri, Sacheendra (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Magalhaes, Gilles (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Magalhaes, Gilles (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hokstam, Kailhan (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hokstam, Kailhan (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Zwaan, Hugo (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zwaan, Hugo (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"van Beek, V.S. (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van Beek, V.S. (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Farahani, Reza (author)","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farahani, Reza (author)","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1132,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46762674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.5806999802589417,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.5806999802589417,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.06809999793767929,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.0364999994635582,"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/sustainability","display_name":"Sustainability","score":0.5809999704360962},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5339000225067139},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.41690000891685486},{"id":"https://openalex.org/keywords/toolchain","display_name":"Toolchain","score":0.3582000136375427},{"id":"https://openalex.org/keywords/graph-rewriting","display_name":"Graph rewriting","score":0.3450999855995178},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.33739998936653137},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.30630001425743103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214000225067139},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5809999704360962},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46889999508857727},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.41690000891685486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39879998564720154},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38929998874664307},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.3582000136375427},{"id":"https://openalex.org/C558772884","wikidata":"https://www.wikidata.org/wiki/Q1508564","display_name":"Graph rewriting","level":3,"score":0.3450999855995178},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C102379954","wikidata":"https://www.wikidata.org/wiki/Q2589940","display_name":"Call graph","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C64339825","wikidata":"https://www.wikidata.org/wiki/Q722659","display_name":"Graph property","level":5,"score":0.28519999980926514},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C106891557","wikidata":"https://www.wikidata.org/wiki/Q4148051","display_name":"Wait-for graph","level":4,"score":0.25920000672340393},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iosup, A, Prodan, R, Varbanescu, A L, Talluri, S, Magalhaes, G, Hokstam, K, Zwaan, H, Van Beek, V, Farahani, R & Kimovski, D 2023, Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. in ICPE 2023 Companion : Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 209-214, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15/04/23. https://doi.org/10.1145/3578245.3585329","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:ris.utwente.nl:openaire/87588af4-228b-41a2-96d0-5a8cf4b0cd4e","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/87588af4-228b-41a2-96d0-5a8cf4b0cd4e","pdf_url":"https://ris.utwente.nl/ws/files/359276537/3578245.3585329.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Iosup, A, Prodan, R, Varbanescu, A L, Talluri, S, Magalhaes, G, Hokstam, K, Zwaan, H, Van Beek, V, Farahani, R & Kimovski, D 2023, Graph Greenifier : Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. in ICPE 2023 - Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, pp. 209-214, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15/04/23. https://doi.org/10.1145/3578245.3585329","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tudelft.nl:uuid:109da31e-54c6-47b2-8b6e-8232daa5eb72","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:109da31e-54c6-47b2-8b6e-8232daa5eb72","pdf_url":"https://repository.tudelft.nl/file/File_ab997dbc-a6cc-4a59-9dee-07dfcfcc114b","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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":"","raw_type":"conference paper"},{"id":"pmh:oai:research.vu.nl:openaire/3b1e02e4-835b-46b6-b62d-451cd57ad94a","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/3b1e02e4-835b-46b6-b62d-451cd57ad94a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Iosup, A, Prodan, R, Varbanescu, A L, Talluri, S, Magalhaes, G, Hokstam, K, Zwaan, H, Van Beek, V, Farahani, R & Kimovski, D 2023, Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. in ICPE 2023 Companion : Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 209-214, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15/04/23. https://doi.org/10.1145/3578245.3585329","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/3b1e02e4-835b-46b6-b62d-451cd57ad94a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iosup, A, Prodan, R, Varbanescu, A L, Talluri, S, Magalhaes, G, Hokstam, K, Zwaan, H, Van Beek, V, Farahani, R & Kimovski, D 2023, Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. in ICPE 2023 Companion : Companion of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 209-214, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15/04/23. https://doi.org/10.1145/3578245.3585329","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"&lt;p&gt;Our":[0],"society":[1],"is":[2],"increasingly":[3,9],"digital,":[4],"and":[5,27,29,85,120,135,155,171],"its":[6,52],"processes":[7],"are":[8],"digitalized.":[10],"As":[11],"an":[12,74,95],"emerging":[13],"technology":[14,137],"for":[15,88,99,112,140,168],"the":[16,30,63,68,105,127,133,147,173],"digital":[17,97,128],"society,":[18],"graphs":[19,36],"provide":[20,82],"a":[21,38,109,121],"universal":[22],"abstraction":[23],"to":[24,58,126],"represent":[25],"concepts":[26],"objects,":[28],"relationships":[31],"between":[32],"them.":[33],"However,":[34],"processing":[35,117,142],"at":[37,118],"massive":[39],"scale":[40],"raises":[41],"numerous":[42],"sustainability":[43,83,122,159],"challenges;":[44],"becoming":[45],"energy-aware":[46],"could":[47,81],"help":[48],"graph-processing":[49,90],"infrastructure":[50,138],"alleviate":[51],"climate":[53],"impact.":[54],"Graph":[55,69,79,92,150],"Greenifier":[56,80,93,151],"aims":[57],"address":[59],"this":[60],"challenge":[61],"in":[62],"conceptual":[64],"framework":[65],"offered":[66],"by":[67],"Massivizer":[70],"architecture.":[71],"We":[72],"present":[73],"early":[75],"vision":[76],"of":[77,115,132,175],"how":[78],"analysis":[84],"decision-making":[86],"capabilities":[87],"extreme":[89],"workloads.":[91],"leverages":[94],"advanced":[96],"twin":[98,129],"data":[100,144],"center":[101],"operations,":[102],"based":[103],"on":[104,157],"OpenDC":[106],"open-source":[107],"simulator,":[108],"novel":[110],"toolchain":[111],"workload-driven":[113],"simulation":[114],"graph":[116,141,169],"scale,":[119],"predictor.":[123],"The":[124],"input":[125],"combines":[130],"monitoring":[131],"information":[134,163],"communication":[136],"used":[139],"with":[143],"collected":[145],"from":[146,177],"power":[148],"grid.":[149],"thus":[152],"informs":[153],"providers":[154],"consumers":[156],"operational":[158],"aspects,":[160],"requiring":[161],"mutual":[162],"sharing,":[164],"reducing":[165],"energy":[166],"consumption":[167],"analytics,":[170],"increasing":[172],"use":[174],"electricity":[176],"renewable":[178],"sources.&lt;/p&gt;":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-30T09:04:40.226872","created_date":"2025-10-10T00:00:00"}
