{"id":"https://openalex.org/W2789779418","doi":"https://doi.org/10.4018/ijssci.2018040105","title":"A Fine-Grained Stateful Data Analytics Method Based on Resilient State Table","display_name":"A Fine-Grained Stateful Data Analytics Method Based on Resilient State Table","publication_year":2018,"publication_date":"2018-03-22","ids":{"openalex":"https://openalex.org/W2789779418","doi":"https://doi.org/10.4018/ijssci.2018040105","mag":"2789779418"},"language":"en","primary_location":{"id":"doi:10.4018/ijssci.2018040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2018040105","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","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/A5113749442","display_name":"Jike Ge","orcid":"https://orcid.org/0000-0002-7329-2599"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jike Ge","raw_affiliation_strings":["College of Electrical and Information Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665461","display_name":"Wenbo He","orcid":"https://orcid.org/0000-0001-8606-2920"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wenbo He","raw_affiliation_strings":["McMaster University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McMaster University, Toronto, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082372366","display_name":"Zuqin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuqin Chen","raw_affiliation_strings":["Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101607191","display_name":"Can Liu","orcid":"https://orcid.org/0009-0006-8694-9322"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Liu","raw_affiliation_strings":["Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081340968","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6800-0064"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Peng","raw_affiliation_strings":["Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101543487","display_name":"Guorong Chen","orcid":"https://orcid.org/0009-0008-7186-7417"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorong Chen","raw_affiliation_strings":["Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4027,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69133672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"2","first_page":"66","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9970999956130981,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9904000163078308,"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/stateful-firewall","display_name":"Stateful firewall","score":0.9614405632019043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8999141454696655},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7198867797851562},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6094435453414917},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5719788074493408},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5626932978630066},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.47151386737823486},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4473355710506439},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32062768936157227},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22615331411361694},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18888455629348755},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1749679148197174},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08854609727859497}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9614405632019043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8999141454696655},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7198867797851562},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6094435453414917},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5719788074493408},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5626932978630066},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.47151386737823486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4473355710506439},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32062768936157227},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22615331411361694},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18888455629348755},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1749679148197174},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08854609727859497},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijssci.2018040105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2018040105","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W200298483","https://openalex.org/W410850256","https://openalex.org/W1480850417","https://openalex.org/W1969805974","https://openalex.org/W1976821017","https://openalex.org/W2013344760","https://openalex.org/W2034466462","https://openalex.org/W2082171780","https://openalex.org/W2096125134","https://openalex.org/W2105045857","https://openalex.org/W2120751691","https://openalex.org/W2121990650","https://openalex.org/W2131975293","https://openalex.org/W2144002928","https://openalex.org/W2152558130","https://openalex.org/W2168231600","https://openalex.org/W2170861540","https://openalex.org/W2173213060","https://openalex.org/W2201096852","https://openalex.org/W2206510137","https://openalex.org/W2414608212","https://openalex.org/W2530314904","https://openalex.org/W2551192360","https://openalex.org/W2569614482","https://openalex.org/W2952020281","https://openalex.org/W2963288913","https://openalex.org/W6684859321"],"related_works":["https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W1970797462","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W2132956209"],"abstract_inverted_index":{"This":[0],"article":[1],"describes":[2],"how":[3],"stateful":[4,58,69,97],"data":[5,18,29,33,40,55,59,70,86,93,98],"analytic":[6],"frameworks":[7],"have":[8],"emerged":[9],"to":[10,25,44,76,118],"provide":[11],"fresh":[12],"and":[13,90,115],"low-latency":[14],"results":[15],"for":[16],"big":[17],"processing.":[19],"At":[20],"present,":[21],"it":[22,47],"is":[23,48],"desired":[24],"achieve":[26],"the":[27,53,64,81,84,91,102,120,143],"fine-grained":[28,54,68,92],"model":[30,41,87,104],"in":[31,42,50,57,88,96,123,133,145],"Spark":[32,37,77,89],"processing":[34],"framework.":[35,78],"However,":[36],"adopts":[38],"coarse-grained":[39,85,111],"order":[43],"facilitate":[45],"parallelization,":[46],"challenging":[49],"dealing":[51],"with":[52,109,126],"access":[56,94],"analytics.":[60],"In":[61],"this":[62],"paper,":[63],"authors":[65],"introduce":[66],"a":[67],"component,":[71],"Resilient":[72],"State":[73],"Table":[74],"(RST),":[75],"For":[79],"filling":[80],"gap":[82],"between":[83],"requirements":[95],"analytics,":[99],"they":[100],"devise":[101],"programming":[103,128],"of":[105],"RST":[106],"which":[107],"interacts":[108],"Spark's":[110],"memory":[112],"representation":[113],"seamlessly,":[114],"enable":[116],"users":[117],"query/update":[119],"state":[121],"entries":[122],"fine":[124],"granularity":[125],"Spark-like":[127],"interfaces.":[129],"Performance":[130],"evaluation":[131],"experiments":[132],"various":[134],"application":[135],"fields":[136],"demonstrate":[137],"that":[138],"their":[139],"proposed":[140],"solution":[141],"achieves":[142],"improvements":[144],"latency,":[146],"fault-tolerance,":[147],"as":[148,150],"well":[149],"scalability.":[151]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}