{"id":"https://openalex.org/W2963979722","doi":"https://doi.org/10.4230/lipics.esa.2018.11","title":"Parallel and I/O-efficient Randomisation of Massive Networks using Global Curveball Trades","display_name":"Parallel and I/O-efficient Randomisation of Massive Networks using Global Curveball Trades","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2963979722","doi":"https://doi.org/10.4230/lipics.esa.2018.11","mag":"2963979722"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://arxiv.org/pdf/1804.08487.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":[],"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/A5050991023","display_name":"Corrie Jacobien Carstens","orcid":"https://orcid.org/0000-0002-9873-0452"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"funder","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Corrie Jacobien Carstens","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084195614","display_name":"Michael Hamann","orcid":"https://orcid.org/0000-0002-6958-4927"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"funder","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Hamann","raw_affiliation_strings":["Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103183708","display_name":"Ulrich Meyer","orcid":"https://orcid.org/0000-0002-1197-3153"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"funder","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Meyer","raw_affiliation_strings":["Goethe University Frankfurt, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Goethe University Frankfurt, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052142376","display_name":"Manuel Penschuck","orcid":"https://orcid.org/0000-0003-2630-7548"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"funder","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel Penschuck","raw_affiliation_strings":["Goethe University Frankfurt, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Goethe University Frankfurt, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000189848","display_name":"Hung Tran","orcid":"https://orcid.org/0000-0001-6836-5151"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"funder","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hung Tran","raw_affiliation_strings":["Goethe University Frankfurt, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Goethe University Frankfurt, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045460793","display_name":"Dorothea Wagner","orcid":"https://orcid.org/0000-0002-9141-7076"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"funder","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dorothea Wagner","raw_affiliation_strings":["Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.061,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.334854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9552,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9552,"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/T11478","display_name":"Caching and Content Delivery","score":0.9536,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9514,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/undirected-graph","display_name":"Undirected graph","score":0.5897318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68965167},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.59170616},{"id":"https://openalex.org/C3018234147","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Undirected graph","level":3,"score":0.5897318},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5661991},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.51913303},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48958525},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43649092},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4335001},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.42461747},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4225207},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39674795},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25133246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13068867},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://arxiv.org/pdf/1804.08487.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3196118890","https://openalex.org/W3022033828","https://openalex.org/W2972278907","https://openalex.org/W2971736579","https://openalex.org/W2964294252","https://openalex.org/W2963629655","https://openalex.org/W2963045861","https://openalex.org/W2923380155","https://openalex.org/W2888511752","https://openalex.org/W2746372354","https://openalex.org/W2460118749","https://openalex.org/W2296305391","https://openalex.org/W2155859430","https://openalex.org/W2153507546","https://openalex.org/W2104534750","https://openalex.org/W2103283457","https://openalex.org/W2065159944","https://openalex.org/W1524281075","https://openalex.org/W1500949610","https://openalex.org/W1480514479"],"abstract_inverted_index":{"Graph":[0],"randomisation":[1],"is":[2,14,41],"a":[3,42,61,124,136],"crucial":[4],"task":[5],"in":[6,123,142],"the":[7,25,33,48,73,93,98,160,163],"analysis":[8],"and":[9,37,64,105,128,139,148,153],"synthesis":[10],"of":[11,27,51,162,176],"networks.":[12],"It":[13],"typically":[15],"implemented":[16],"as":[17],"an":[18],"edge":[19,29],"switching":[20],"process":[21],"(ESMC)":[22],"repeatedly":[23],"swapping":[24],"nodes":[26],"random":[28],"pairs":[30],"while":[31],"maintaining":[32],"degrees":[34],"involved":[35],"[Mihail":[36],"Zegura,":[38],"2003].":[39],"Curveball":[40,96],"novel":[43],"approach":[44],"that":[45,67,130,157],"instead":[46],"considers":[47],"whole":[49],"neighbourhoods":[50],"randomly":[52],"drawn":[53],"node":[54,122],"pairs.":[55],"Its":[56],"Markov":[57],"chain":[58],"converges":[59],"to":[60,135],"uniform":[62,137],"distribution,":[63],"experiments":[65],"suggest":[66],"it":[68],"requires":[69],"less":[70],"steps":[71],"than":[72],"established":[74],"ESMC":[75,165],"[Carstens":[76,116],"et":[77,117,170],"al.,":[78,118,171],"2016].":[79],"Since":[80],"trades":[81,115,133,152],"however":[82],"are":[83],"more":[84],"expensive,":[85],"we":[86,112],"study":[87],"Curveball's":[88],"practical":[89],"runtime":[90],"by":[91],"introducing":[92],"first":[94],"efficient":[95],"algorithms:":[97],"I/O-efficient":[99],"EM-CB":[100],"for":[101,150],"simple":[102],"undirected":[103,131],"graphs":[104],"its":[106],"internal":[107],"memory":[108],"pendant":[109],"IM-CB.":[110],"Further,":[111],"investigate":[113],"global":[114,132,151],"2016]":[119],"processing":[120],"every":[121],"single":[125],"super":[126],"step,":[127],"show":[129],"converge":[134],"distribution":[138],"perform":[140],"superior":[141],"practice.":[143],"We":[144],"then":[145],"discuss":[146],"EM-GCB":[147],"EM-PGCB":[149,158],"give":[154],"experimental":[155],"evidence":[156],"achieves":[159],"quality":[161],"state-of-the-art":[164],"algorithm":[166],"EM-ES":[167],"[M.":[168],"Hamann":[169],"2017]":[172],"nearly":[173],"one":[174],"order":[175],"magnitude":[177],"faster.":[178]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2963979722","counts_by_year":[{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2025-04-20T19:59:19.386821","created_date":"2019-07-30"}