{"id":"https://openalex.org/W4392930573","doi":"https://doi.org/10.1109/tii.2024.3370215","title":"HG: Leveraging Hybrid Switching Granularity to Balance Heterogeneous Data Center Traffic Load for Cloud-Based Industrial Applications","display_name":"HG: Leveraging Hybrid Switching Granularity to Balance Heterogeneous Data Center Traffic Load for Cloud-Based Industrial Applications","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392930573","doi":"https://doi.org/10.1109/tii.2024.3370215"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3370215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3370215","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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":"https://openalex.org/A5100678702","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0003-1559-406X"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1559-406X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028297559","display_name":"S. M. He","orcid":"https://orcid.org/0009-0000-1741-3379"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli He","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0000-1741-3379","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010932485","display_name":"Xiao Zeng","orcid":"https://orcid.org/0009-0004-3261-213X"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zeng","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0004-3261-213X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028132712","display_name":"Xin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0002-8452-2975","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023231673","display_name":"Ku Jin","orcid":"https://orcid.org/0009-0003-2874-1185"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ku Jin","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0003-2874-1185","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066113337","display_name":"Yuanzhen Hu","orcid":"https://orcid.org/0009-0001-2712-6629"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhen Hu","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0001-2712-6629","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047639217","display_name":"Chang Ruan","orcid":"https://orcid.org/0000-0003-3576-1208"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Ruan","raw_affiliation_strings":["School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-3576-1208","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102762044","display_name":"Shaojun Zou","orcid":"https://orcid.org/0009-0007-3694-9532"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaojun Zou","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"raw_orcid":"https://orcid.org/0009-0007-3694-9532","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022806757","display_name":"Jinbin Hu","orcid":"https://orcid.org/0000-0001-8216-9683"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbin Hu","raw_affiliation_strings":["School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-8216-9683","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081333552","display_name":"Fangmin Li","orcid":"https://orcid.org/0000-0002-8612-1756"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangmin Li","raw_affiliation_strings":["School of Computer Science and Engineering, Changsha University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5162,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95711965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"6","first_page":"8416","last_page":"8427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9577000141143799,"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":0.9577000141143799,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.7630618810653687},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7272074222564697},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.677017092704773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6228516697883606},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42919737100601196},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3800261914730072},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13046860694885254}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7630618810653687},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7272074222564697},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.677017092704773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228516697883606},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42919737100601196},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3800261914730072},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13046860694885254}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3370215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3370215","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1358945849","display_name":null,"funder_award_id":"62102046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1923906861","display_name":null,"funder_award_id":"62102047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3820897065","display_name":"\u6570\u636e\u4e2d\u5fc3\u7f51\u7edc\u4e2d\u9762\u5411\u865a\u62df\u5316\u73af\u5883\u7684\u4f20\u8f93\u63a7\u5236\u673a\u5236\u7814\u7a76","funder_award_id":"61872403","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2005853753","https://openalex.org/W2038718790","https://openalex.org/W2077107182","https://openalex.org/W2099657323","https://openalex.org/W2132320636","https://openalex.org/W2157990152","https://openalex.org/W2167025919","https://openalex.org/W2168595508","https://openalex.org/W2169246522","https://openalex.org/W2465793152","https://openalex.org/W2551655907","https://openalex.org/W2742610913","https://openalex.org/W2743073148","https://openalex.org/W2744567246","https://openalex.org/W2744698795","https://openalex.org/W2764219564","https://openalex.org/W2770706713","https://openalex.org/W2884336345","https://openalex.org/W2980812277","https://openalex.org/W3027406059","https://openalex.org/W3048089783","https://openalex.org/W3061865289","https://openalex.org/W3092495135","https://openalex.org/W3109798196","https://openalex.org/W3131777720","https://openalex.org/W3132727954","https://openalex.org/W3174868702","https://openalex.org/W3197772928","https://openalex.org/W3216520472","https://openalex.org/W4249923717","https://openalex.org/W4290991675","https://openalex.org/W4293730997","https://openalex.org/W4294891428","https://openalex.org/W4312779963","https://openalex.org/W4321021724","https://openalex.org/W6637643684","https://openalex.org/W6726523432","https://openalex.org/W6736026156","https://openalex.org/W6810117058"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W2999756192","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W2089689241","https://openalex.org/W2031586449","https://openalex.org/W2002863235"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,18,34,60,76,87,113,120,153,160,190,200,210],"deluge":[2],"of":[3,95,182,212],"heterogeneous":[4,61,77],"data":[5,19,28,36,49,62,192],"generated":[6],"by":[7,65],"various":[8],"cloud-based":[9,66],"industrial":[10,67],"applications":[11],"often":[12],"has":[13],"to":[14,17,54,70,99,118,147,169],"be":[15],"delivered":[16],"center":[20,37,193],"for":[21,48,59,84,172,206],"analysis":[22],"and":[23,43,133,155,164,178,202,209],"storage.":[24],"To":[25],"speed":[26],"up":[27],"processing":[29],"thus":[30],"facilitating":[31],"application":[32],"performance,":[33],"modern":[35],"network":[38],"offers":[39],"rich":[40],"parallel":[41,82],"paths":[42,83,171],"super":[44,89],"high":[45,71,90,101,219],"bisection":[46,91],"bandwidth":[47,92],"communications":[50],"between":[51],"servers,":[52],"expecting":[53],"provide":[55],"good":[56],"transmission":[57],"performance":[58],"traffic":[63,78,149],"caused":[64],"applications.":[68],"Due":[69],"path":[72,102,157,162,167],"diversities,":[73],"however,":[74],"balancing":[75,141,195],"load":[79,140,194],"across":[80],"multiple":[81],"fully":[85],"utilizing":[86],"offered":[88],"is":[93,215],"full":[94],"challenges":[96],"(i.e.,":[97],"how":[98],"achieve":[100],"utilization":[103],"without":[104],"incurring":[105],"adverse":[106],"impact).":[107],"Although":[108],"prior":[109],"studies":[110],"demonstrate":[111],"that":[112,124],"flowlet-based":[114,161],"solutions":[115],"are":[116,128],"promising":[117],"fill":[119],"bill,":[121],"we":[122],"argue":[123],"their":[125],"rerouting":[126],"operations":[127],"still":[129],"inappropriate":[130],"in":[131],"timing":[132],"manner.":[134],"This":[135],"article":[136],"presents":[137],"HG,":[138],"a":[139],"scheme":[142],"adopting":[143],"hybrid":[144],"switching":[145,158],"granularity":[146],"make":[148],"rerouting.":[150],"HG":[151,197],"embeds":[152],"flow-fragment-based":[154],"flowcell-based":[156],"into":[159],"switching,":[163],"employs":[165],"state-weighted":[166],"measurement":[168],"choose":[170],"newly":[173],"appeared":[174],"flow":[175],"fragments,":[176],"flowcells,":[177],"flowlets.":[179],"The":[180],"results":[181],"numerous":[183],"NS2":[184],"tests":[185],"show":[186],"that,":[187],"compared":[188],"with":[189],"state-of-the-art":[191],"schemes,":[196],"significantly":[198],"reduces":[199],"average":[201],"tail-flow":[203],"completion":[204],"times":[205],"delay-sensitive":[207],"flows,":[208],"throughput":[211],"throughput-oriented":[213],"flows":[214],"always":[216],"maintained":[217],"at":[218],"level.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
