{"id":"https://openalex.org/W2015142963","doi":"https://doi.org/10.1109/bigdata.2014.7004369","title":"Global graphs: A middleware for large scale graph processing","display_name":"Global graphs: A middleware for large scale graph processing","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2015142963","doi":"https://doi.org/10.1109/bigdata.2014.7004369","mag":"2015142963"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2014.7004369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-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/A5110292418","display_name":"Sutan Faisal","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. M. Faisal","raw_affiliation_strings":["Dept. of CSE, The Ohio State University, Columbus, Ohio","Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, Columbus, Ohio","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755351","display_name":"Srinivasan Parthasarathy","orcid":"https://orcid.org/0000-0002-6062-6449"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinivasan Parthasarathy","raw_affiliation_strings":["Dept. of CSE, The Ohio State University, Columbus, Ohio","Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, Columbus, Ohio","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027517817","display_name":"P. Sadayappan","orcid":"https://orcid.org/0000-0002-4737-2034"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Sadayappan","raw_affiliation_strings":["Dept. of CSE, The Ohio State University, Columbus, Ohio","Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, Columbus, Ohio","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Dept. of CSE, The Ohio State University, 2015 Neil Ave, Columbus, Ohio 43210","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110292418"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":0.9755,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79465817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":1.0,"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":1.0,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7557998299598694},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.5279473662376404},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43670815229415894},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4240131974220276},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3892390727996826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7557998299598694},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.5279473662376404},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43670815229415894},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4240131974220276},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3892390727996826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2014.7004369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W22572007","https://openalex.org/W73304046","https://openalex.org/W73629738","https://openalex.org/W78077100","https://openalex.org/W189804332","https://openalex.org/W633149616","https://openalex.org/W950821216","https://openalex.org/W1567268701","https://openalex.org/W1788180225","https://openalex.org/W1854214752","https://openalex.org/W1896160955","https://openalex.org/W1969970763","https://openalex.org/W1975283025","https://openalex.org/W1987634495","https://openalex.org/W1996805805","https://openalex.org/W2040007391","https://openalex.org/W2047940964","https://openalex.org/W2048495928","https://openalex.org/W2061901927","https://openalex.org/W2090800045","https://openalex.org/W2121564430","https://openalex.org/W2130790725","https://openalex.org/W2141380216","https://openalex.org/W2149857793","https://openalex.org/W2149970695","https://openalex.org/W2164417149","https://openalex.org/W2165927934","https://openalex.org/W2167927436","https://openalex.org/W2168793216","https://openalex.org/W2170616854","https://openalex.org/W2946046356","https://openalex.org/W4242489781","https://openalex.org/W4252724804","https://openalex.org/W4285719527","https://openalex.org/W4299345965","https://openalex.org/W6600944653","https://openalex.org/W6602990135","https://openalex.org/W6603201521","https://openalex.org/W6638233953","https://openalex.org/W6649580733","https://openalex.org/W6672987771"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W1680720215","https://openalex.org/W2031558046","https://openalex.org/W1907739950","https://openalex.org/W2169667823","https://openalex.org/W2092189923"],"abstract_inverted_index":{"Modern":[0],"graphs":[1,121],"are":[2,19,42],"large":[3,57,76,115,123],"and":[4,17,38,72,122],"often":[5],"display":[6],"the":[7,45,81,89],"well":[8],"known":[9],"power-law":[10],"property.":[11],"Graphs":[12,79,96],"with":[13,55,98],"millions":[14],"of":[15,40,44,75,83,91,101,128],"vertices":[16],"edges":[18],"becoming":[20],"commonplace.":[21],"All":[22],"these":[23],"facts":[24],"pose":[25],"significant":[26],"challenges":[27],"in":[28],"processing":[29,37,74],"real":[30,120],"graphs.":[31,58,77,116],"Space":[32],"efficient":[33,73],"representation,":[34],"scalable":[35],"distributed":[36,67],"ease":[39,82],"programming":[41,86],"some":[43],"most":[46],"critical":[47],"capabilities":[48],"sought":[49],"after":[50],"by":[51],"researchers":[52],"for":[53,70,113],"dealing":[54],"such":[56],"In":[59],"this":[60],"paper":[61],"we":[62],"present":[63],"Global":[64,78,95,129],"Graphs,":[65],"a":[66,110],"memory":[68],"middleware":[69],"easy":[71],"provides":[80],"\u201cshared":[84],"memory\u201d":[85,93],"while":[87],"maintaining":[88],"scalability":[90],"\u201cdistributed":[92],"programming.":[94],"comes":[97],"parallel":[99],"implementations":[100],"numerous":[102],"important":[103],"algorithms":[104],"including":[105],"Regularized":[106],"Markov":[107],"Clustering":[108],"(RMCL),":[109],"popular":[111],"algorithm":[112],"clustering":[114],"Our":[117],"experiments":[118],"on":[119],"systems":[124],"show":[125],"good":[126],"performance":[127],"Graphs.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
