{"id":"https://openalex.org/W4235060981","doi":"https://doi.org/10.1109/wsc.2013.6721659","title":"On simulating the resilience of military hub and spoke networks","display_name":"On simulating the resilience of military hub and spoke networks","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W4235060981","doi":"https://doi.org/10.1109/wsc.2013.6721659"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721659","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","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/A5103405482","display_name":"Robert Bryce","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Robert Bryce","raw_affiliation_strings":["Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA"],"affiliations":[{"raw_affiliation_string":"Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008783724","display_name":"Raman Pall","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raman Pall","raw_affiliation_strings":["Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA"],"affiliations":[{"raw_affiliation_string":"Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064568688","display_name":"Ahmed Ghanmi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Ghanmi","raw_affiliation_strings":["Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA"],"affiliations":[{"raw_affiliation_string":"Department of National Defence, Centre for Operational Research and Analysis, Ottawa, ON, CANADA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103405482"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72506739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2902","last_page":"2913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9731000065803528,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6933180093765259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5770241022109985},{"id":"https://openalex.org/keywords/fragility","display_name":"Fragility","score":0.5289416909217834},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5205803513526917},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.47411707043647766},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4702547788619995},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45784705877304077},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.4376169443130493},{"id":"https://openalex.org/keywords/interdependent-networks","display_name":"Interdependent networks","score":0.4101334512233734},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38879525661468506},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23203405737876892},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09441480040550232},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09428656101226807}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6933180093765259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5770241022109985},{"id":"https://openalex.org/C80191262","wikidata":"https://www.wikidata.org/wiki/Q5477668","display_name":"Fragility","level":2,"score":0.5289416909217834},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5205803513526917},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.47411707043647766},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4702547788619995},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45784705877304077},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.4376169443130493},{"id":"https://openalex.org/C101142422","wikidata":"https://www.wikidata.org/wiki/Q17101727","display_name":"Interdependent networks","level":3,"score":0.4101334512233734},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38879525661468506},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23203405737876892},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09441480040550232},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09428656101226807},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"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":[{"id":"doi:10.1109/wsc.2013.6721659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721659","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.47999998927116394,"display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1967277615","https://openalex.org/W2007572995","https://openalex.org/W2008620264","https://openalex.org/W2034351791","https://openalex.org/W2059480311","https://openalex.org/W2065769502","https://openalex.org/W2084224084","https://openalex.org/W2137970577","https://openalex.org/W2155687936","https://openalex.org/W2166148649","https://openalex.org/W2251852235","https://openalex.org/W2473187690","https://openalex.org/W3124736923","https://openalex.org/W3142570770","https://openalex.org/W6691273983"],"related_works":["https://openalex.org/W3194863767","https://openalex.org/W1835568051","https://openalex.org/W2190793089","https://openalex.org/W3098217834","https://openalex.org/W4313288878","https://openalex.org/W2096839603","https://openalex.org/W2187556559","https://openalex.org/W2011784152","https://openalex.org/W2069442775","https://openalex.org/W2944759572"],"abstract_inverted_index":{"Hub":[0],"and":[1,53,63,74,95,99,103,122,133],"spoke":[2,64,75],"networks,":[3],"while":[4],"highly":[5],"efficient,":[6],"are":[7,32,86,117],"fragile":[8],"to":[9,26,35,56,108,119,129],"targeted":[10,100],"attacks:":[11],"removal":[12],"of":[13,19,83,93,139,144],"the":[14,20,27,80,104],"central":[15],"hub":[16,62,73],"destroys":[17],"connectivity":[18,58],"network.":[21],"This":[22,137],"fragility":[23],"has":[24],"led":[25],"assertion":[28],"that":[29,114],"these":[30],"networks":[31,85,94,116],"not":[33],"suited":[34],"military":[36,40,71],"distribution":[37],"systems.":[38],"However,":[39],"supply":[41],"chains":[42],"have":[43],"redundancy":[44],"induced":[45],"by":[46,88],"heterogeneous":[47],"transportation":[48],"modes":[49],"(e.g.,":[50],"road,":[51],"marine,":[52],"air)":[54],"leading":[55],"enriched":[57],"over":[59],"a":[60,69],"pure":[61],"structure.":[65],"In":[66],"this":[67],"paper":[68],"global":[70],"(hierarchical)":[72],"network":[76,105,135,140],"model":[77],"is":[78,112,142],"developed;":[79],"topological":[81],"resilience":[82,109],"such":[84,115],"probed":[87],"stochastically":[89],"sampling":[90],"an":[91],"ensemble":[92],"simulating":[96],"both":[97],"random":[98,134],"edge":[101],"knockout,":[102],"properties":[106],"relevant":[107],"measured.":[110],"It":[111],"found":[113],"resilient":[118],"continual":[120],"attack":[121],"loss":[123],"(network":[124],"erosion),":[125],"performing":[126],"well":[127],"relative":[128],"preferential":[130],"(scale":[131],"free)":[132],"benchmarks.":[136],"regime":[138],"erosion":[141],"descriptive":[143],"modern":[145],"asymmetric":[146],"warfare.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
