{"id":"https://openalex.org/W3012706150","doi":"https://doi.org/10.1145/3366423.3380035","title":"Scaling PageRank to 100 Billion Pages","display_name":"Scaling PageRank to 100 Billion Pages","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3012706150","doi":"https://doi.org/10.1145/3366423.3380035","mag":"3012706150"},"language":"en","primary_location":{"id":"doi:10.1145/3366423.3380035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366423.3380035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","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/A5055074481","display_name":"Stergios Stergiou","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stergios Stergiou","raw_affiliation_strings":["Google"],"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055074481"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":0.1954,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47076023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2761","last_page":"2767"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9980000257492065,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9850999712944031,"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/pagerank","display_name":"PageRank","score":0.8554333448410034},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8011849522590637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7940841913223267},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6001405119895935},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5248674750328064},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4867963492870331},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.477338582277298},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4613912105560303},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4333064556121826},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3613390028476715},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22525697946548462},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09448641538619995}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.8554333448410034},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8011849522590637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7940841913223267},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6001405119895935},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5248674750328064},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4867963492870331},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.477338582277298},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4613912105560303},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4333064556121826},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3613390028476715},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22525697946548462},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09448641538619995},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3366423.3380035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366423.3380035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W217817341","https://openalex.org/W1501254937","https://openalex.org/W1608412409","https://openalex.org/W1788180225","https://openalex.org/W1969970763","https://openalex.org/W1978555214","https://openalex.org/W1986603225","https://openalex.org/W2013344760","https://openalex.org/W2018989507","https://openalex.org/W2053076698","https://openalex.org/W2064635301","https://openalex.org/W2072901340","https://openalex.org/W2082171780","https://openalex.org/W2141380216","https://openalex.org/W2157851816","https://openalex.org/W2167927436","https://openalex.org/W2170616854","https://openalex.org/W2259576664","https://openalex.org/W2281494333","https://openalex.org/W2296407087","https://openalex.org/W2336445533","https://openalex.org/W2783930193","https://openalex.org/W4233413206"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W2154222238","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312"],"abstract_inverted_index":{"Distributed":[0],"graph":[1,21,70],"processing":[2],"frameworks":[3],"formulate":[4],"tasks":[5],"as":[6],"sequences":[7],"of":[8,71,82,92],"supersteps":[9,31],"within":[10],"which":[11],"communication":[12,24,49],"is":[13,26],"performed":[14],"asynchronously":[15],"by":[16],"sending":[17],"messages":[18,36,56],"over":[19,95],"the":[20,96],"edges.":[22,40],"PageRank\u2019s":[23],"pattern":[25,44],"identical":[27],"across":[28],"all":[29,38],"its":[30,39],"since":[32],"each":[33],"vertex":[34],"sends":[35],"to":[37,45,54],"We":[41],"exploit":[42],"this":[43],"develop":[46],"a":[47,68],"new":[48],"paradigm":[50],"that":[51,57],"allows":[52],"us":[53],"exchange":[55],"include":[58],"only":[59],"edge":[60],"payloads,":[61],"dramatically":[62],"reducing":[63],"bandwidth":[64],"requirements.":[65],"Experiments":[66],"on":[67],"web":[69],"38":[72],"billion":[73],"vertices":[74],"and":[75],"3.1":[76],"trillion":[77],"edges":[78],"yield":[79],"execution":[80],"times":[81],"34.4":[83],"seconds":[84],"per":[85],"iteration,":[86],"suggesting":[87],"more":[88],"than":[89],"an":[90],"order":[91],"magnitude":[93],"improvement":[94],"state-of-the-art.":[97]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
