{"id":"https://openalex.org/W3167795973","doi":"https://doi.org/10.1155/2021/5594663","title":"Network Traffic Statistics Method for Resource\u2010Constrained Industrial Project Group Scheduling under Big Data","display_name":"Network Traffic Statistics Method for Resource\u2010Constrained Industrial Project Group Scheduling under Big Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3167795973","doi":"https://doi.org/10.1155/2021/5594663","mag":"3167795973"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5594663","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5594663","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5594663.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/5594663.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002725904","display_name":"Zongjie Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongjie Huo","raw_affiliation_strings":["School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu, China","School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101410610","display_name":"Wei Zhu","orcid":"https://orcid.org/0000-0002-3630-5725"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhu","raw_affiliation_strings":["School of Economics, Lanzhou University, Lanzhou, 730000 Gansu, China","School of Economics, Lanzhou University, Lanzhou, 730000 Gansu"],"raw_orcid":"https://orcid.org/0000-0002-3630-5725","affiliations":[{"raw_affiliation_string":"School of Economics, Lanzhou University, Lanzhou, 730000 Gansu, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Economics, Lanzhou University, Lanzhou, 730000 Gansu","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101436735","display_name":"Pei Pei","orcid":"https://orcid.org/0000-0003-3411-6792"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pei Pei","raw_affiliation_strings":["School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu, China","School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Economics and Management, Lanzhou University of Technology, Lanzhou, 730050 Gansu","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101410610"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.3582,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6251777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9508000016212463,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8317623734474182},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.690220832824707},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5992597937583923},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5480645895004272},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4331347942352295},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42909151315689087},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21835654973983765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8317623734474182},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.690220832824707},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5992597937583923},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5480645895004272},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4331347942352295},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42909151315689087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21835654973983765},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/5594663","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5594663","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5594663.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/451937","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/451937","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/469001","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/469001","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:doaj.org/article:9e1c90d79fad401888343cc07758fe1c","is_oa":true,"landing_page_url":"https://doaj.org/article/9e1c90d79fad401888343cc07758fe1c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5594663","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5594663","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5594663.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7770519423","display_name":null,"funder_award_id":"18CX1ZA017","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"}],"funders":[{"id":"https://openalex.org/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3167795973.pdf","grobid_xml":"https://content.openalex.org/works/W3167795973.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W655022694","https://openalex.org/W1832328668","https://openalex.org/W1939097499","https://openalex.org/W2202549370","https://openalex.org/W2271568210","https://openalex.org/W2288298320","https://openalex.org/W2315898415","https://openalex.org/W2317988951","https://openalex.org/W2320831520","https://openalex.org/W2327155043","https://openalex.org/W2332405328","https://openalex.org/W2384281800","https://openalex.org/W2442571450","https://openalex.org/W2464696995","https://openalex.org/W2518836861","https://openalex.org/W2574295746","https://openalex.org/W2587274401","https://openalex.org/W2597779238","https://openalex.org/W2614867749","https://openalex.org/W2633484796","https://openalex.org/W2802960700","https://openalex.org/W2808202834","https://openalex.org/W2909015409","https://openalex.org/W2931002277","https://openalex.org/W3018528537"],"related_works":["https://openalex.org/W2727311809","https://openalex.org/W2182624400","https://openalex.org/W2065128788","https://openalex.org/W2903899051","https://openalex.org/W4246856022","https://openalex.org/W2147193423","https://openalex.org/W2367877056","https://openalex.org/W1987783546","https://openalex.org/W2025955409","https://openalex.org/W1577301438"],"abstract_inverted_index":{"With":[0],"the":[1,4,7,42,47,60,73,79,87,97,104,112,121,148,154,178,182,187,193,197,203,215,246,255,262],"advent":[2],"of":[3,44,63,90,103,159,167,211,227,264],"Internet":[5],"era,":[6],"demand":[8],"for":[9,118],"network":[10,17,27,34,91,228,247,256,279],"in":[11,125,196,214],"various":[12],"fields":[13],"is":[14,116,127,219,230],"growing,":[15],"and":[16,38,66,85,100,111,133,140,157,171,202,222,236,282],"applications":[18],"are":[19,51,54,109,144,169,200],"increasingly":[20],"rich,":[21],"which":[22,129,190],"brings":[23],"new":[24],"challenges":[25],"to":[26,31,77,146,250],"traffic":[28,35,92,229,257,280],"statistics.":[29],"How":[30],"carry":[32,277],"out":[33,278],"statistics":[36,258,281],"efficiently":[37],"accurately":[39],"has":[40],"become":[41],"focus":[43],"research.":[45],"Although":[46],"current":[48],"research":[49],"results":[50,175],"many,":[52],"they":[53],"not":[55],"very":[56,220],"ideal.":[57],"Based":[58],"on":[59,261],"era":[61],"background":[62],"big":[64,273],"data":[65,155,274],"machine":[67],"learning":[68],"algorithm,":[69],"this":[70],"paper":[71],"uses":[72],"ant":[74,113,141],"colony":[75,114,142],"algorithm":[76,115,143,179],"solve":[78,147],"typical":[80],"resource\u2010constrained":[81,105,149],"project":[82,106,122,150,268],"scheduling":[83,107,123,151,217,270],"problem":[84,108,124,271],"finds":[86],"optimal":[88,184,204,216],"solution":[89,185,198,205,263],"resource":[93,265],"allocation":[94],"problem.":[95,152],"Firstly,":[96],"objective":[98],"function":[99],"mathematical":[101,138],"model":[102,139],"established,":[110],"used":[117,145],"optimization.":[119],"Then,":[120],"PSPLIB":[126],"introduced,":[128],"contains":[130],"10":[131],"tasks":[132],"1":[134],"renewable":[135],"resource.":[136],"The":[137,173,209,224],"Finally,":[153],"quantity":[156],"frequency":[158],"a":[160,163],"PCU":[161],"with":[162],"busy":[164],"hour":[165],"IP":[166],"112.58.14.66":[168],"analyzed":[170],"counted.":[172],"experimental":[174],"show":[176],"that":[177,192],"can":[180,206,243,275],"get":[181],"unique":[183],"after":[186],"94th":[188],"generation,":[189],"shows":[191],"parameters":[194],"set":[195],"method":[199,259],"appropriate":[201],"be":[207],"obtained.":[208],"schedule":[210,245],"each":[212],"task":[213],"scheme":[218],"compact":[221],"reasonable.":[223],"peak":[225],"time":[226,252],"usually":[231],"between":[232],"9":[233],":":[234,238,240],"00":[235],"19":[237],"00\u201021":[239],"00.":[241],"We":[242],"reasonably":[244],"resources":[248],"according":[249],"these":[251],"periods.":[253],"Therefore,":[254],"based":[260],"constrained":[266],"industrial":[267],"group":[269],"under":[272],"effectively":[276],"trend":[283],"analysis.":[284]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
