{"id":"https://openalex.org/W2107923746","doi":"https://doi.org/10.1109/icdew.2011.5767669","title":"Fast data analytics with FPGAs","display_name":"Fast data analytics with FPGAs","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2107923746","doi":"https://doi.org/10.1109/icdew.2011.5767669","mag":"2107923746"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2011.5767669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103396506","display_name":"Louis Woods","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Louis Woods","raw_affiliation_strings":["Systems Group, Department of Computer Science, ETH Zurich, Switzerland","Systems Group, Department of Computer Science, ETH Zurich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Group, Department of Computer Science, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Systems Group, Department of Computer Science, ETH Zurich, Germany","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103144919","display_name":"Gustavo Alonso","orcid":"https://orcid.org/0000-0002-4396-6695"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gustavo Alonso","raw_affiliation_strings":["Systems Group, Department of Computer Science, ETH Zurich, Switzerland","Systems Group, Department of Computer Science, ETH Zurich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Group, Department of Computer Science, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Systems Group, Department of Computer Science, ETH Zurich, Germany","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"c 28","issue":null,"first_page":"296","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9993000030517578,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8490750193595886},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7776526212692261},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6102638244628906},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5341129899024963},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5328571796417236},{"id":"https://openalex.org/keywords/toolchain","display_name":"Toolchain","score":0.5113915801048279},{"id":"https://openalex.org/keywords/reconfigurable-computing","display_name":"Reconfigurable computing","score":0.49615439772605896},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.4628855884075165},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.45183053612709045},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4461805820465088},{"id":"https://openalex.org/keywords/context-switch","display_name":"Context switch","score":0.4260396361351013},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39633122086524963},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2769385576248169},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23123612999916077},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20878073573112488},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1427987515926361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490750193595886},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7776526212692261},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6102638244628906},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5341129899024963},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5328571796417236},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.5113915801048279},{"id":"https://openalex.org/C142962650","wikidata":"https://www.wikidata.org/wiki/Q240838","display_name":"Reconfigurable computing","level":3,"score":0.49615439772605896},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.4628855884075165},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.45183053612709045},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4461805820465088},{"id":"https://openalex.org/C53833338","wikidata":"https://www.wikidata.org/wiki/Q1061424","display_name":"Context switch","level":2,"score":0.4260396361351013},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39633122086524963},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2769385576248169},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23123612999916077},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20878073573112488},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1427987515926361},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdew.2011.5767669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"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":10,"referenced_works":["https://openalex.org/W2020182541","https://openalex.org/W2032852272","https://openalex.org/W2045478235","https://openalex.org/W2117987151","https://openalex.org/W2132692154","https://openalex.org/W2148685104","https://openalex.org/W2153753043","https://openalex.org/W2170188482","https://openalex.org/W2230830246","https://openalex.org/W6682762287"],"related_works":["https://openalex.org/W2013037783","https://openalex.org/W2909413202","https://openalex.org/W4385243142","https://openalex.org/W1999008563","https://openalex.org/W2561644314","https://openalex.org/W2794118724","https://openalex.org/W2912135124","https://openalex.org/W4206450104","https://openalex.org/W2883257033","https://openalex.org/W2121844137"],"abstract_inverted_index":{"The":[0],"rapidly":[1],"increasing":[2],"amount":[3],"of":[4,53,65,91,100],"data":[5,26,68,102,146],"available":[6],"for":[7,20,43,67,80,105,122,130,138,144],"real-time":[8],"analysis":[9],"(i.e.,":[10],"so-called":[11],"operational":[12],"business":[13,82],"intelligence)":[14],"is":[15,33,39,70,85],"creating":[16],"an":[17,135],"interesting":[18],"opportunity":[19],"creative":[21],"approaches":[22],"to":[23,35,112],"speeding":[24],"up":[25],"processing":[27,103],"algorithms.":[28],"One":[29],"such":[30],"approach":[31],"that":[32],"starting":[34],"become":[36],"more":[37],"common":[38],"using":[40],"hardware":[41],"accelerators":[42,48],"stream":[44],"processing.":[45],"Typically":[46],"these":[47],"are":[49],"implemented":[50],"on":[51],"top":[52],"reconfigurable":[54],"hardware,":[55],"known":[56],"as":[57],"field-programmable":[58],"gate":[59],"arrays":[60],"(FPGAs).":[61],"Though":[62],"the":[63,74,98],"value":[64],"FPGAs":[66,108],"warehouses":[69],"gradually":[71],"recognized":[72],"by":[73],"database":[75],"community,":[76],"their":[77],"true":[78],"potential":[79],"various":[81],"analytic":[83],"tasks":[84],"yet":[86],"unexplored.":[87],"In":[88],"this":[89],"line":[90],"research,":[92],"we":[93],"investigate":[94],"FPGA":[95],"technology":[96],"in":[97,149],"context":[99],"extreme":[101],"looking":[104],"opportunities":[106],"where":[107],"can":[109],"be":[110],"exploited":[111],"improve":[113],"over":[114],"classical":[115],"CPU-based":[116],"architectures.":[117],"We":[118],"introduce":[119],"a":[120,127],"framework":[121],"FPGA-accelerated":[123],"(real-time)":[124],"analytics":[125],"including":[126],"query-to-hardware":[128],"compiler":[129],"static":[131],"complex":[132],"event":[133],"detection,":[134],"XPath":[136],"engine":[137],"dynamic":[139],"query":[140],"workloads,":[141],"and":[142],"templates":[143],"high-speed":[145],"mining":[147],"operators":[148],"hardware.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
