{"id":"https://openalex.org/W4391054884","doi":"https://doi.org/10.14778/3632093.3632094","title":"RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing","display_name":"RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing","publication_year":2023,"publication_date":"2023-11-01","ids":{"openalex":"https://openalex.org/W4391054884","doi":"https://doi.org/10.14778/3632093.3632094"},"language":"en","primary_location":{"id":"doi:10.14778/3632093.3632094","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3632093.3632094","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},"type":"article","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/A5100381169","display_name":"Feng Yao","orcid":"https://orcid.org/0000-0002-8837-6533"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Yao","raw_affiliation_strings":["Northeastern Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Univ., China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054269959","display_name":"Tao Qian","orcid":"https://orcid.org/0000-0002-8969-906X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Tao","raw_affiliation_strings":["Alibaba Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032456107","display_name":"Wenyuan Yu","orcid":"https://orcid.org/0000-0002-2917-5993"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyuan Yu","raw_affiliation_strings":["Alibaba Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367496","display_name":"Yanfeng Zhang","orcid":"https://orcid.org/0000-0002-9871-0304"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfeng Zhang","raw_affiliation_strings":["Northeastern Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Univ., China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079250744","display_name":"Shufeng Gong","orcid":"https://orcid.org/0000-0001-5898-5621"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shufeng Gong","raw_affiliation_strings":["Northeastern Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Univ., China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052641511","display_name":"Qiange Wang","orcid":"https://orcid.org/0000-0002-4847-6070"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiange Wang","raw_affiliation_strings":["Northeastern Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Univ., China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072406974","display_name":"Ge Yu","orcid":"https://orcid.org/0000-0002-3171-8889"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Yu","raw_affiliation_strings":["Northeastern Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern Univ., China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113621558","display_name":"Jingren Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingren Zhou","raw_affiliation_strings":["Alibaba Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1101,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80778098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"17","issue":"3","first_page":"264","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8243420124053955},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6366406083106995},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5575079321861267},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5507574081420898},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.4536823332309723},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34872788190841675},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32074403762817383},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2720392942428589}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8243420124053955},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6366406083106995},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5575079321861267},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5507574081420898},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.4536823332309723},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34872788190841675},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32074403762817383},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2720392942428589}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3632093.3632094","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3632093.3632094","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W149461665","https://openalex.org/W1516319412","https://openalex.org/W1971630691","https://openalex.org/W1986603225","https://openalex.org/W1994727615","https://openalex.org/W2006023152","https://openalex.org/W2027211749","https://openalex.org/W2031709923","https://openalex.org/W2034102265","https://openalex.org/W2036631599","https://openalex.org/W2045271686","https://openalex.org/W2066133878","https://openalex.org/W2080098453","https://openalex.org/W2082773934","https://openalex.org/W2087216833","https://openalex.org/W2096544401","https://openalex.org/W2102090846","https://openalex.org/W2138295324","https://openalex.org/W2138546253","https://openalex.org/W2141711298","https://openalex.org/W2141819835","https://openalex.org/W2548005711","https://openalex.org/W2558631043","https://openalex.org/W2738709311","https://openalex.org/W2744999500","https://openalex.org/W2763834249","https://openalex.org/W2766317809","https://openalex.org/W2786471781","https://openalex.org/W2788443250","https://openalex.org/W2798525482","https://openalex.org/W2798738742","https://openalex.org/W2953879634","https://openalex.org/W2964010284","https://openalex.org/W2970435764","https://openalex.org/W2999506479","https://openalex.org/W3000407226","https://openalex.org/W3001851942","https://openalex.org/W3023464740","https://openalex.org/W3030774843","https://openalex.org/W3034666658","https://openalex.org/W3034920329","https://openalex.org/W3039546816","https://openalex.org/W3103188330","https://openalex.org/W3142038251","https://openalex.org/W3171106599","https://openalex.org/W3208514862","https://openalex.org/W4210467203","https://openalex.org/W4244143958","https://openalex.org/W4281869938","https://openalex.org/W4308426094"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2027972911","https://openalex.org/W2146343568","https://openalex.org/W2013643406","https://openalex.org/W2157978810","https://openalex.org/W2597809628","https://openalex.org/W3046370962"],"abstract_inverted_index":{"In":[0,43],"many":[1],"global":[2,72],"businesses":[3],"of":[4,59],"multinational":[5],"enterprises,":[6],"graph-structure":[7],"data":[8],"is":[9],"usually":[10],"geographically":[11],"distributed":[12,40],"in":[13],"different":[14],"regions":[15],"to":[16,90,107],"support":[17],"low-latency":[18],"services.":[19],"Geo-distributed":[20],"graph":[21,41,54,65],"processing":[22,66],"suffers":[23],"from":[24,38],"the":[25,57,112],"Wide":[26],"Area":[27],"Networks":[28],"(WANs)":[29],"with":[30,131],"scarce":[31],"and":[32,75,99,101,123],"heterogeneous":[33],"bandwidth,":[34],"thus":[35],"essentially":[36],"differs":[37],"traditional":[39],"processing.":[42,55],"this":[44],"paper,":[45],"we":[46,61],"propose":[47],"RAGraph,":[48,60],"a":[49,63,102],"Region-Aware":[50],"framework":[51,67],"for":[52],"geo-distributed":[53],"At":[56],"core":[58],"design":[62],"region-aware":[64],"that":[68,115],"allows":[69],"advancing":[70],"inefficient":[71],"updates":[73],"locally":[74],"enables":[76],"sensible":[77],"coordination-free":[78],"message":[79,87,104],"interactions.":[80],"RAGraph":[81,116],"also":[82],"contains":[83],"an":[84],"adaptive":[85],"hierarchical":[86],"interaction":[88,92],"engine":[89],"switch":[91],"modes":[93],"adaptively":[94],"based":[95],"on":[96],"network":[97],"heterogeneity":[98],"fluctuation,":[100],"discrepancy-aware":[103],"filtering":[105],"strategy":[106],"filter":[108],"important":[109],"messages.":[110],"Finally,":[111],"experiments":[113],"show":[114],"can":[117],"achieve":[118],"1.69X":[119],"-":[120,125],"40.53X":[121],"speedup":[122],"20.9%":[124],"97%":[126],"WAN":[127],"cost":[128],"reduction":[129],"compared":[130],"state-of-the-art":[132],"systems.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-28T08:01:55.173337","created_date":"2025-10-10T00:00:00"}
