{"id":"https://openalex.org/W2042970907","doi":"https://doi.org/10.1145/2695664.2695846","title":"An ETL optimization framework using partitioning and parallelization","display_name":"An ETL optimization framework using partitioning and parallelization","publication_year":2015,"publication_date":"2015-04-13","ids":{"openalex":"https://openalex.org/W2042970907","doi":"https://doi.org/10.1145/2695664.2695846","mag":"2042970907"},"language":"en","primary_location":{"id":"doi:10.1145/2695664.2695846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2695664.2695846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual ACM Symposium on Applied Computing","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/A5100735899","display_name":"Xiufeng Liu","orcid":"https://orcid.org/0000-0001-5133-6688"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiufeng Liu","raw_affiliation_strings":["University of Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080204571","display_name":"Nadeem Iftikhar","orcid":"https://orcid.org/0000-0003-4872-8546"},"institutions":[{"id":"https://openalex.org/I315070680","display_name":"University College of Northern Denmark","ror":"https://ror.org/056c4z730","country_code":"DK","type":"education","lineage":["https://openalex.org/I315070680"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Nadeem Iftikhar","raw_affiliation_strings":["University College of Northern, Denmark","University College of Northern, Denmark#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College of Northern, Denmark","institution_ids":["https://openalex.org/I315070680"]},{"raw_affiliation_string":"University College of Northern, Denmark#TAB#","institution_ids":["https://openalex.org/I315070680"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9766,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86070812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1015","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/dataflow","display_name":"Dataflow","score":0.8956670761108398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8440837264060974},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7537533044815063},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5533699989318848},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5377504825592041},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.46162277460098267},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3930516839027405},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1500515639781952}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8956670761108398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8440837264060974},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7537533044815063},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5533699989318848},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5377504825592041},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.46162277460098267},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3930516839027405},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1500515639781952}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2695664.2695846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2695664.2695846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W340880505","https://openalex.org/W566357517","https://openalex.org/W1582870960","https://openalex.org/W1982583191","https://openalex.org/W2003374655","https://openalex.org/W2020829916","https://openalex.org/W2022678827","https://openalex.org/W2083755493","https://openalex.org/W2097363087","https://openalex.org/W2098935637","https://openalex.org/W2107760270","https://openalex.org/W2110086534","https://openalex.org/W2142031898","https://openalex.org/W2149229014","https://openalex.org/W2149877754","https://openalex.org/W2163857507","https://openalex.org/W2170634549","https://openalex.org/W2383028497","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W2171015181","https://openalex.org/W3167919718","https://openalex.org/W4251718783","https://openalex.org/W4239447582","https://openalex.org/W2132173263","https://openalex.org/W1595672120","https://openalex.org/W4230999561"],"abstract_inverted_index":{"Extract-Transform-Load":[0],"(ETL)":[1],"handles":[2],"large":[3],"amounts":[4],"of":[5,24,67],"data":[6],"and":[7,19,26,35,50,77,117,120],"manages":[8],"workload":[9],"through":[10],"dataflows.":[11],"ETL":[12,40,57,68,110,126],"dataflows":[13,111],"are":[14,80],"widely":[15],"regarded":[16],"as":[17],"complex":[18],"expensive":[20],"operations":[21],"in":[22,91],"terms":[23],"time":[25,34],"system":[27],"resources.":[28],"In":[29],"order":[30],"to":[31,64,82,123],"minimize":[32],"the":[33,36,65,84,99,108,114,124],"resources":[37],"required":[38],"by":[39],"dataflows,":[41],"this":[42],"paper":[43],"presents":[44],"an":[45,56,72],"optimization":[46,118],"framework":[47,53,101],"using":[48,113],"partitioning":[49,116],"parallelization.":[51],"The":[52,94],"first":[54],"partitions":[55],"dataflow":[58],"into":[59],"multiple":[60],"execution":[61,73],"trees":[62],"according":[63],"characteristics":[66],"constructs,":[69],"then":[70],"within":[71],"tree":[74],"pipelined":[75],"parallelism":[76],"shared":[78],"cache":[79],"used":[81,90],"optimize":[83],"partitioned":[85],"dataflow.":[86],"Furthermore,":[87],"multi-threading":[88],"is":[89,121],"component-based":[92],"optimization.":[93],"experimental":[95],"results":[96],"show":[97],"that":[98],"proposed":[100,115],"can":[102],"achieve":[103],"4.7":[104],"times":[105],"faster":[106],"than":[107],"ordinary":[109],"(without":[112],"methods),":[119],"comparable":[122],"similar":[125],"tools.":[127]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}