{"id":"https://openalex.org/W7092193956","doi":"https://doi.org/10.1109/tkde.2025.3621621","title":"Consensus and Computing Integration for Processing Transactional Graphs in Consortium Blockchain","display_name":"Consensus and Computing Integration for Processing Transactional Graphs in Consortium Blockchain","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W7092193956","doi":"https://doi.org/10.1109/tkde.2025.3621621"},"language":null,"primary_location":{"id":"doi:10.1109/tkde.2025.3621621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3621621","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data 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":"Pengyi Zhang","orcid":"https://orcid.org/0000-0001-6814-3372"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyi Zhang","raw_affiliation_strings":["Software College, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-6814-3372","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pengxuan Ma","orcid":"https://orcid.org/0009-0004-5773-3480"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengxuan Ma","raw_affiliation_strings":["Software College, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0004-5773-3480","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chaopeng Guo","orcid":"https://orcid.org/0000-0001-5022-5919"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaopeng Guo","raw_affiliation_strings":["Software College, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5022-5919","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu Gu","orcid":"https://orcid.org/0000-0001-7422-6254"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Gu","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-7422-6254","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jie Song","orcid":"https://orcid.org/0000-0003-0704-3217"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Song","raw_affiliation_strings":["Software College, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-0704-3217","affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47558428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"1","first_page":"152","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.34389999508857727,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.34389999508857727,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.2500999867916107,"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/T14347","display_name":"Big Data and Digital Economy","score":0.08429999649524689,"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/shuffling","display_name":"Shuffling","score":0.6425999999046326},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6032000184059143},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5181999802589417},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.45320001244544983},{"id":"https://openalex.org/keywords/wait-for-graph","display_name":"Wait-for graph","score":0.4489000141620636},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.3767000138759613},{"id":"https://openalex.org/keywords/consensus","display_name":"Consensus","score":0.3343000113964081},{"id":"https://openalex.org/keywords/graph-algorithms","display_name":"Graph algorithms","score":0.3287000060081482},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.32670000195503235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.864799976348877},{"id":"https://openalex.org/C167927819","wikidata":"https://www.wikidata.org/wiki/Q1930567","display_name":"Shuffling","level":2,"score":0.6425999999046326},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6032000184059143},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5640000104904175},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5527999997138977},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5181999802589417},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.45320001244544983},{"id":"https://openalex.org/C106891557","wikidata":"https://www.wikidata.org/wiki/Q4148051","display_name":"Wait-for graph","level":4,"score":0.4489000141620636},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C107107730","wikidata":"https://www.wikidata.org/wiki/Q2994424","display_name":"Consensus","level":3,"score":0.3343000113964081},{"id":"https://openalex.org/C2986651925","wikidata":"https://www.wikidata.org/wiki/Q1514868","display_name":"Graph algorithms","level":3,"score":0.3287000060081482},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.32670000195503235},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.32089999318122864},{"id":"https://openalex.org/C2983222225","wikidata":"https://www.wikidata.org/wiki/Q2994424","display_name":"Consensus algorithm","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.31439998745918274},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C179145077","wikidata":"https://www.wikidata.org/wiki/Q5154130","display_name":"Communication complexity","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C72108876","wikidata":"https://www.wikidata.org/wiki/Q844565","display_name":"Transaction processing","level":3,"score":0.2849000096321106},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C68489960","wikidata":"https://www.wikidata.org/wiki/Q2370659","display_name":"Transactional leadership","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2025.3621621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2025.3621621","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5943963442","display_name":null,"funder_award_id":"62472077","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2031709923","https://openalex.org/W2343934393","https://openalex.org/W2604336127","https://openalex.org/W2895944784","https://openalex.org/W2912514591","https://openalex.org/W2954106055","https://openalex.org/W2954476000","https://openalex.org/W2962850555","https://openalex.org/W2969395421","https://openalex.org/W2982346633","https://openalex.org/W3103079925","https://openalex.org/W3108722340","https://openalex.org/W3129861917","https://openalex.org/W3199338616","https://openalex.org/W4206366216","https://openalex.org/W4225727354","https://openalex.org/W4285128796","https://openalex.org/W4293195554","https://openalex.org/W4313546943","https://openalex.org/W4319865474","https://openalex.org/W4320029366","https://openalex.org/W4381194386","https://openalex.org/W4385757648","https://openalex.org/W4387934951","https://openalex.org/W4388407891","https://openalex.org/W4391174352","https://openalex.org/W4396941354","https://openalex.org/W4400433345","https://openalex.org/W4402244698","https://openalex.org/W4402473766","https://openalex.org/W4403828804","https://openalex.org/W4405488052"],"related_works":[],"abstract_inverted_index":{"Recent":[0],"research":[1],"and":[2,86,97,118,147,158,167,175,184,207],"practical":[3],"scenarios":[4],"demonstrate":[5,197],"that":[6,180,198],"integrating":[7],"transaction-based":[8],"graph":[9,46,65,98,106,144,204,215],"computing":[10,47,66,107,205],"into":[11],"blockchain":[12,36,58],"has":[13],"become":[14,29],"a":[15,54,61,130,164],"critical":[16],"focus":[17],"in":[18,31],"consortium":[19],"networks.":[20],"The":[21],"on-chain":[22],"Transactional":[23],"Graph":[24,131],"Processing":[25],"Applications":[26],"(TGPAs)":[27],"have":[28],"popular":[30],"the":[32,77,101,110,125,139,151,191],"blockchain.":[33,115],"TGPA":[34,90],"leverages":[35],"consensus":[37,87,96,152,202],"mecha-nisms":[38],"to":[39,48,81,154,171,187],"prevent":[40],"malicious":[41],"peer":[42],"attacks":[43],"while":[44,64],"utilizing":[45],"enable":[49],"powerful":[50],"analytical":[51],"capabilities.":[52],"However,":[53],"fundamental":[55],"challenge":[56],"exists:":[57],"operates":[59],"on":[60,71],"computation-before-consensus":[62],"principle,":[63],"requires":[67],"intermediate":[68],"result-sharing":[69],"based":[70],"mutual":[72],"trust.":[73],"This":[74,127],"isolation":[75],"between":[76],"two":[78],"mechanisms":[79],"fails":[80],"ensure":[82],"both":[83,173],"computational":[84],"trustworthiness":[85,120,174],"efficiency.":[88,176],"Thus,":[89],"necessitates":[91],"an":[92],"integrated":[93],"solution":[94],"combining":[95],"computing.":[99],"Besides,":[100],"trusted":[102],"high-communication":[103,112],"environment":[104,113],"of":[105,114,124,193],"conflicts":[108],"with":[109,150],"untrusted":[111],"Communication":[116],"efficiency":[117],"data":[119,219],"are":[121],"existing":[122],"challenges":[123],"solution.":[126],"paper":[128],"presents":[129],"partitioning-based":[132],"Byzantine":[133],"Fault":[134],"Tolerance":[135],"(GBFT)":[136],"mechanism":[137],"for":[138],"computing-consensus":[140],"integration.":[141],"GBFT":[142,162,181,199],"integrates":[143],"computing's":[145],"shuffling":[146],"merging":[148],"phases":[149],"phase":[153],"achieve":[155],"parallel":[156],"computation":[157],"synchronized":[159],"consensus.":[160],"Additionally,":[161],"incorporates":[163],"grouping-partitioning":[165],"strategy":[166],"granular":[168],"communication":[169,183,208],"methods":[170],"enhance":[172],"Theoretical":[177],"analysis":[178],"proves":[179],"reduces":[182],"latency":[185],"complexity":[186],"O(x)":[188],"(x":[189],"represents":[190],"number":[192],"peers).":[194],"Experimental":[195],"evaluations":[196],"achieves":[200],"superior":[201],"capacity,":[203,206],"scalability":[209],"performance.":[210],"It":[211],"also":[212],"supports":[213],"various":[214],"algorithms":[216],"across":[217],"different":[218],"scales.":[220]},"counts_by_year":[],"updated_date":"2025-12-11T00:21:10.989143","created_date":"2025-10-17T00:00:00"}