{"id":"https://openalex.org/W4238822041","doi":"https://doi.org/10.1109/wsc.2015.7408156","title":"Tutorial on a modeling and simulation cloud service","display_name":"Tutorial on a modeling and simulation cloud service","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W4238822041","doi":"https://doi.org/10.1109/wsc.2015.7408156"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2015.7408156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408156","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation 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":"2015 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mediatum.ub.tum.de/1518528","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072390316","display_name":"Daniel Zehe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Zehe","raw_affiliation_strings":["TUM CREATE, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TUM CREATE, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036580072","display_name":"Wentong Cai","orcid":"https://orcid.org/0000-0002-0183-3835"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wentong Cai","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063781430","display_name":"Alois Knoll","orcid":"https://orcid.org/0000-0003-4840-076X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alois Knoll","raw_affiliation_strings":["Technische Universit\u00e4t M\u00fcnchen (TUM), Institut for Informatics Robotics and Embedded System, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t M\u00fcnchen (TUM), Institut for Informatics Robotics and Embedded System, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046449989","display_name":"Heiko Aydt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heiko Aydt","raw_affiliation_strings":["TUM CREATE, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TUM CREATE, Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3529,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95182013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10524","display_name":"Traffic control and management","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.875481903553009},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.8465151190757751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8255945444107056},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5968673825263977},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5684864521026611},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.55161452293396},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.43736371397972107},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.43296271562576294},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37308743596076965},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2831985354423523},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.13168400526046753}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.875481903553009},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.8465151190757751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8255945444107056},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5968673825263977},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5684864521026611},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.55161452293396},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.43736371397972107},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.43296271562576294},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37308743596076965},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2831985354423523},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.13168400526046753},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2015.7408156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408156","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation 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":"2015 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1518528","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1518528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1518528","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1518528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7699999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1601143289","https://openalex.org/W1980206247","https://openalex.org/W2005610030","https://openalex.org/W2017159247","https://openalex.org/W2088103661","https://openalex.org/W2098102176","https://openalex.org/W2124141629","https://openalex.org/W2469898169","https://openalex.org/W4236739604"],"related_works":["https://openalex.org/W2152751187","https://openalex.org/W2134581225","https://openalex.org/W2910471270","https://openalex.org/W2786605657","https://openalex.org/W2286927204","https://openalex.org/W2542495494","https://openalex.org/W3010392315","https://openalex.org/W2148369338","https://openalex.org/W4387238100","https://openalex.org/W4364380763"],"abstract_inverted_index":{"For":[0],"large-scale":[1],"urban":[2,107],"system":[3],"simulations":[4,28,145],"the":[5,61,65,69,72,113,117,126,136],"computing":[6,122],"power":[7],"of":[8,26,40,63,88,105,128,138],"traditional":[9],"workstations":[10],"is":[11,21,48],"not":[12,50,54],"sufficient.":[13],"The":[14,43],"move":[15],"to":[16,45,60,68,90,119],"High":[17],"Performance":[18],"Computing":[19],"clusters":[20],"a":[22,120],"viable":[23],"solution.":[24],"Users":[25],"such":[27,41],"are":[29],"domain":[30],"experts":[31],"with":[32,92,101],"little":[33],"knowledge":[34],"in":[35],"computer":[36],"science":[37],"and":[38,99,133],"optimization":[39],"simulations.":[42],"access":[44],"HPC":[46],"resources":[47,76],"also":[49,124,147],"available.":[51],"Vendors":[52],"have":[53],"sufficiently":[55],"addressed":[56],"this.":[57],"This":[58],"leads":[59],"conclusion":[62],"moving":[64],"computational":[66,114],"demand":[67],"cloud,":[70],"where":[71],"on-demand":[73],"culture":[74],"for":[75,97,144],"has":[77],"been":[78],"expanding.":[79],"In":[80],"this":[81],"tutorial":[82],"we":[83],"will":[84],"present":[85],"an":[86,93,102,106],"approach":[87],"how":[89],"work":[91],"entirely":[94],"cloud-based":[95],"solution":[96],"modeling":[98],"simulation,":[100],"exemplary":[103],"implementation":[104],"traffic":[108],"simulation":[109],"cloud":[110],"service.":[111],"Since":[112],"offload":[115],"from":[116],"workstation":[118],"remote":[121],"entity":[123],"allows":[125],"use":[127,137],"novel":[129],"user":[130],"interfaces":[131,143],"(design":[132],"devices),":[134],"through":[135],"RESTful":[139],"interfaces,":[140],"use-case":[141],"applicable":[142],"can":[146],"be":[148],"created.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}