{"id":"https://openalex.org/W7092181426","doi":"https://doi.org/10.1109/tnse.2025.3622383","title":"Predictive-Proactive Congestion Avoidance for Cross-Domain Data Center Interconnect","display_name":"Predictive-Proactive Congestion Avoidance for Cross-Domain Data Center Interconnect","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W7092181426","doi":"https://doi.org/10.1109/tnse.2025.3622383"},"language":null,"primary_location":{"id":"doi:10.1109/tnse.2025.3622383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3622383","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-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":null,"display_name":"Xue Zhang","orcid":"https://orcid.org/0000-0002-3513-635X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xue Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3513-635X","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuming Zhang","orcid":"https://orcid.org/0000-0002-8206-7457"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuming Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8206-7457","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Quan","orcid":"https://orcid.org/0000-0001-7454-0905"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Quan","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7454-0905","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingyuan Liu","orcid":"https://orcid.org/0000-0003-3611-6593"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3611-6593","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yirong Zhuang","orcid":"https://orcid.org/0000-0003-4956-0351"},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yirong Zhuang","raw_affiliation_strings":["China Telecom Research Institute, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4956-0351","affiliations":[{"raw_affiliation_string":"China Telecom Research Institute, Guangzhou, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Luo","orcid":"https://orcid.org/0000-0002-2182-3466"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Luo","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2182-3466","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tong Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Luo","raw_affiliation_strings":["China Mobile (Suzhou) Software Technology Corporation, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile (Suzhou) Software Technology Corporation, Suzhou, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Liang","raw_affiliation_strings":["China Telecom Research Institute, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Telecom Research Institute, Guangzhou, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kang Liu","orcid":"https://orcid.org/0009-0006-2987-1899"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Liu","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0006-2987-1899","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hongke Zhang","orcid":"https://orcid.org/0000-0001-8906-813X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongke Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8906-813X","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, National Engineering Research Center of Advanced Network Technologies, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64667574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"2885","last_page":"2901"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.6488999724388123,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.6488999724388123,"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"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.08609999716281891,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.06870000064373016,"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/scheduling","display_name":"Scheduling (production processes)","score":0.5329999923706055},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.516700029373169},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.4860999882221222},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4602999985218048},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4544999897480011},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.45159998536109924},{"id":"https://openalex.org/keywords/mirroring","display_name":"Mirroring","score":0.3873000144958496},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.3634999990463257},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.36309999227523804},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.3546999990940094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8019999861717224},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.661899983882904},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5866000056266785},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5329999923706055},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.516700029373169},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.4860999882221222},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4602999985218048},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4544999897480011},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.45159998536109924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3921999931335449},{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.3873000144958496},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.33079999685287476},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.33000001311302185},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.31130000948905945},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C186766456","wikidata":"https://www.wikidata.org/wiki/Q612457","display_name":"Flow control (data)","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C7345512","wikidata":"https://www.wikidata.org/wiki/Q209372","display_name":"Transport layer","level":3,"score":0.2612000107765198},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C140187875","wikidata":"https://www.wikidata.org/wiki/Q1665345","display_name":"Integrated services","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2025.3622383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3622383","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44943079352378845,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G1984224588","display_name":null,"funder_award_id":"2024M761544","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G53513039","display_name":null,"funder_award_id":"62322102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8360308816","display_name":null,"funder_award_id":"62402030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8738774130","display_name":null,"funder_award_id":"62372035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1999867351","https://openalex.org/W2022844530","https://openalex.org/W2540285146","https://openalex.org/W2583144370","https://openalex.org/W2896827527","https://openalex.org/W2898035736","https://openalex.org/W2903500163","https://openalex.org/W2963432161","https://openalex.org/W2968108410","https://openalex.org/W2982355056","https://openalex.org/W2997749137","https://openalex.org/W2998652672","https://openalex.org/W3004480942","https://openalex.org/W3040172617","https://openalex.org/W3048873616","https://openalex.org/W3078093847","https://openalex.org/W3089613679","https://openalex.org/W3108110215","https://openalex.org/W3120993040","https://openalex.org/W3131785125","https://openalex.org/W3162224075","https://openalex.org/W3163011775","https://openalex.org/W3163246710","https://openalex.org/W3165322078","https://openalex.org/W3182817111","https://openalex.org/W3203067243","https://openalex.org/W3204508881","https://openalex.org/W3206043672","https://openalex.org/W3208361200","https://openalex.org/W3210266275","https://openalex.org/W3213908012","https://openalex.org/W3217147004","https://openalex.org/W4213209621","https://openalex.org/W4213221859","https://openalex.org/W4213230688","https://openalex.org/W4213320606","https://openalex.org/W4225293050","https://openalex.org/W4226074074","https://openalex.org/W4226499103","https://openalex.org/W4280523681","https://openalex.org/W4284990302","https://openalex.org/W4285112846","https://openalex.org/W4285179867","https://openalex.org/W4287887880","https://openalex.org/W4290940003","https://openalex.org/W4290991080","https://openalex.org/W4290996359","https://openalex.org/W4300680463","https://openalex.org/W4312469521","https://openalex.org/W4312880127","https://openalex.org/W4312893352","https://openalex.org/W4313887720","https://openalex.org/W4318586180","https://openalex.org/W4320029380","https://openalex.org/W4321609268","https://openalex.org/W4377862205","https://openalex.org/W4378420798","https://openalex.org/W4381748106","https://openalex.org/W4382681439","https://openalex.org/W4385312327","https://openalex.org/W4386352760","https://openalex.org/W4390204450","https://openalex.org/W4391779021","https://openalex.org/W4392153272","https://openalex.org/W4393170827","https://openalex.org/W4393640298","https://openalex.org/W4395690868","https://openalex.org/W4396816763","https://openalex.org/W4396941482","https://openalex.org/W4399168910","https://openalex.org/W4399881470","https://openalex.org/W4402350547","https://openalex.org/W4402350838","https://openalex.org/W4402808902","https://openalex.org/W4402897076","https://openalex.org/W4406311680","https://openalex.org/W4408017202","https://openalex.org/W4408323667","https://openalex.org/W4409426101","https://openalex.org/W4412722547"],"related_works":[],"abstract_inverted_index":{"The":[0],"inherent":[1],"cross-domain":[2,45],"nature":[3],"of":[4,18,94,109,141],"data":[5],"center":[6],"interconnect":[7],"(DCI)":[8],"presents":[9],"a":[10,61,80,113],"critical":[11],"challenge":[12],"in":[13,48,186],"satisfying":[14],"the":[15,105,122,154,159],"transmission":[16,29],"requirements":[17],"intelligent":[19],"computing":[20],"services":[21],"such":[22],"as":[23],"ChatGPT":[24],"and":[25,39,52,65,98,107,174,193],"DeepSeek.":[26],"However,":[27],"existing":[28],"control":[30],"solutions":[31],"often":[32],"suffer":[33],"from":[34],"inaccurate":[35],"network":[36,83,110,125,188],"state":[37],"analysis":[38],"limited":[40],"real-time":[41],"adaptability":[42],"to":[43,90,132,152],"dynamic":[44],"traffic,":[46,161],"resulting":[47],"low":[49],"resource":[50],"utilization":[51],"poor":[53],"performance.":[54],"To":[55],"this":[56,58],"end,":[57],"paper":[59],"proposes":[60],"<underline":[62,66,69,72],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[63,67,70,73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">P</u>redictive":[64],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">P</u>roactive":[68],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">C</u>ongestion":[71],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">A</u>voidance":[74],"mechanism":[75],"(PPCA)":[76],"for":[77,158],"DCI.":[78],"Firstly,":[79],"digital":[81],"twin":[82],"(DTN)-inspired":[84],"congestion":[85],"avoidance":[86],"framework":[87],"is":[88,118,150],"proposed":[89],"support":[91],"virtual":[92,139],"mirroring":[93,140],"physical":[95],"traffic":[96,101,115,142,172,191],"states":[97],"efficient":[99],"closed-loop":[100],"management,":[102],"thereby":[103,162],"enhancing":[104],"proactivity":[106],"stability":[108],"operations.":[111],"Then,":[112],"neighbor-assisted":[114],"prediction":[116],"method":[117],"developed":[119],"based":[120],"on":[121],"temporal":[123],"convolutional":[124],"(TCN)":[126],"model.":[127],"It":[128],"integrates":[129],"neighbor":[130],"information":[131],"capture":[133],"spatiotemporal":[134],"dependencies":[135],"effectively,":[136],"enabling":[137],"precise":[138],"states.":[143],"Furthermore,":[144],"an":[145],"exploration-exploitation-based":[146],"flow":[147],"scheduling":[148,156],"algorithm":[149],"designed":[151],"generate":[153],"optimal":[155],"strategy":[157],"predicted":[160],"avoiding":[163],"congestion.":[164],"Finally,":[165],"extensive":[166],"simulations":[167],"are":[168],"conducted":[169],"with":[170],"real-world":[171],"replaying,":[173],"results":[175],"demonstrate":[176],"that":[177],"PPCA":[178],"achieves":[179],"superior":[180],"abilities":[181],"across":[182],"5":[183],"classical":[184],"baselines":[185],"mitigating":[187],"congestion,":[189],"balancing":[190],"load,":[192],"handling":[194],"burst":[195],"traffic.":[196]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-17T00:00:00"}