{"id":"https://openalex.org/W2769657336","doi":"https://doi.org/10.1109/icci-cc.2017.8109779","title":"A RST-based stateful data analytics within spark","display_name":"A RST-based stateful data analytics within spark","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2769657336","doi":"https://doi.org/10.1109/icci-cc.2017.8109779","mag":"2769657336"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2017.8109779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2017.8109779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 16th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","raw_type":"proceedings-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":true,"raw_author_name":"Jike Ge","raw_affiliation_strings":["School of Electrical & Information Engineering, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Information Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"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":["School of Electrical & Information Engineering, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Information Engineering, 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":["School of Electrical & Information Engineering, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical & Information Engineering, 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":["School of Electrical & Information Engineering, Chongqing University of Science and Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical & 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":["Department of Computing and Software, McMaster University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Software, McMaster University, Toronto, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101676427","display_name":"Nan Zhu","orcid":null},"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":"Nan Zhu","raw_affiliation_strings":["Department of Computing and Software, McMaster University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Software, McMaster University, Toronto, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113749442"],"corresponding_institution_ids":["https://openalex.org/I168337820"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21134153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"394","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9965000152587891,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9962999820709229,"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":0.9526807069778442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8421179056167603},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7547236680984497},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6178249716758728},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5530088543891907},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.49259549379348755},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4577147364616394},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4474039375782013},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4273178279399872},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32094061374664307},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20123621821403503},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15211758017539978},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09404292702674866}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9526807069778442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8421179056167603},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7547236680984497},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6178249716758728},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5530088543891907},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.49259549379348755},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4577147364616394},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4474039375782013},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4273178279399872},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32094061374664307},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20123621821403503},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15211758017539978},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09404292702674866},{"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:10.1109/icci-cc.2017.8109779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2017.8109779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 16th International Conference on Cognitive Informatics &amp; Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W200298483","https://openalex.org/W1480850417","https://openalex.org/W1969805974","https://openalex.org/W1976821017","https://openalex.org/W2010929544","https://openalex.org/W2013344760","https://openalex.org/W2034466462","https://openalex.org/W2082171780","https://openalex.org/W2096125134","https://openalex.org/W2105045857","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/W2530314904","https://openalex.org/W2557956978","https://openalex.org/W2592286282","https://openalex.org/W2963288913","https://openalex.org/W6607964021","https://openalex.org/W6628668578","https://openalex.org/W6679815717","https://openalex.org/W6684859321","https://openalex.org/W6685045540"],"related_works":["https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W109977192","https://openalex.org/W1970797462","https://openalex.org/W2566747981","https://openalex.org/W4312120139","https://openalex.org/W3191926225","https://openalex.org/W2132956209","https://openalex.org/W4310522453"],"abstract_inverted_index":{"Stateful":[0],"data":[1,14,25,29,38,49,53,79,91],"analytics":[2,54],"framework":[3],"have":[4],"emerged":[5],"to":[6,21,42,69,111],"provide":[7],"fresh":[8],"and":[9,83,108],"low-latency":[10],"results":[11],"for":[12],"big":[13],"processing.":[15],"At":[16],"present,":[17],"it":[18,45],"is":[19],"desired":[20],"achieve":[22],"the":[23,47,74,77,84,95,113,135],"fine-grained":[24,48,85],"model":[26,39,80,97],"in":[27,40,51,81,89,116,125,137],"mainstream":[28],"processing":[30],"framework,":[31],"e.g.":[32],"Spark.":[33],"However,":[34],"Spark":[35,70,82],"adopts":[36],"coarse-grained":[37,78,104],"order":[41],"facilitate":[43],"parallization,":[44],"makes":[46],"access":[50,87],"stateful":[52,63,90],"very":[55],"challenging.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60,93],"introduce":[61],"a":[62],"component,":[64],"Resilient":[65],"State":[66],"Table":[67],"(RST)":[68],"framework.":[71],"To":[72],"fill":[73],"gap":[75],"between":[76],"state":[86,114],"requirements":[88],"analytics,":[92],"devise":[94],"programming":[96,121],"of":[98],"RST":[99],"which":[100],"interacts":[101],"with":[102,119],"Spark's":[103],"memory":[105],"representation":[106],"seamlessly,":[107],"enables":[109],"users":[110],"query/update":[112],"entries":[115],"fine":[117],"granularity":[118],"Spark-like":[120],"interfaces.":[122],"Performance":[123],"evaluation":[124],"various":[126],"application":[127],"fields":[128],"demonstrate":[129],"that":[130],"our":[131],"proposed":[132],"solution":[133],"achieves":[134],"improvements":[136],"latency,":[138],"fault-tolerance,":[139],"as":[140,142],"well":[141],"scalability.":[143]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
