{"id":"https://openalex.org/W2946366807","doi":"https://doi.org/10.23919/date.2019.8715018","title":"Modular FPGA Acceleration of Data Analytics in Heterogenous Computing","display_name":"Modular FPGA Acceleration of Data Analytics in Heterogenous Computing","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2946366807","doi":"https://doi.org/10.23919/date.2019.8715018","mag":"2946366807"},"language":"en","primary_location":{"id":"doi:10.23919/date.2019.8715018","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date.2019.8715018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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/A5006269716","display_name":"Elias Koromilas","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elias Koromilas","raw_affiliation_strings":["NTUA, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUA, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105515446","display_name":"Christoforos Kachris","orcid":"https://orcid.org/0000-0003-0818-1902"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christoforos Kachris","raw_affiliation_strings":["ICCS-NTUA, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICCS-NTUA, Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043131021","display_name":"Dimitrios Soudris","orcid":"https://orcid.org/0000-0002-6930-6847"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Soudris","raw_affiliation_strings":["ICCS-NTUA, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICCS-NTUA, Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101680066","display_name":"Francisco J. Ballesteros","orcid":"https://orcid.org/0000-0001-7911-514X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Ballesteros","raw_affiliation_strings":["Univ. Rey Juan Carlos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rey Juan Carlos, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084040450","display_name":"Patricio Mart\u0131\u0301nez","orcid":"https://orcid.org/0000-0002-2588-4389"},"institutions":[{"id":"https://openalex.org/I60810045","display_name":"Acerinox (Spain)","ror":"https://ror.org/012s7h980","country_code":"ES","type":"company","lineage":["https://openalex.org/I60810045"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricio Martinez","raw_affiliation_strings":["LeanXcale, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LeanXcale, Spain","institution_ids":["https://openalex.org/I60810045"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ricardo Jimenez-Peris","orcid":null},"institutions":[{"id":"https://openalex.org/I60810045","display_name":"Acerinox (Spain)","ror":"https://ror.org/012s7h980","country_code":"ES","type":"company","lineage":["https://openalex.org/I60810045"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Jimenez-Peris","raw_affiliation_strings":["LeanXcale, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LeanXcale, Spain","institution_ids":["https://openalex.org/I60810045"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4936,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.602431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"626","last_page":"629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9984999895095825,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.988099992275238,"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/computer-science","display_name":"Computer science","score":0.8314158916473389},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7367255091667175},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6647487878799438},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6381112337112427},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6158534288406372},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.596431314945221},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5617485046386719},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.5454174280166626},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5408317446708679},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5391727685928345},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.49498337507247925},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4608542323112488},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.42909082770347595},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41715970635414124},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.415073424577713},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3417586088180542},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3127515912055969},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17366421222686768},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10741761326789856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09114217758178711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8314158916473389},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7367255091667175},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6647487878799438},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6381112337112427},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6158534288406372},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.596431314945221},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5617485046386719},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.5454174280166626},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5408317446708679},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5391727685928345},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.49498337507247925},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4608542323112488},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42909082770347595},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41715970635414124},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.415073424577713},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3417586088180542},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3127515912055969},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17366421222686768},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10741761326789856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09114217758178711},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date.2019.8715018","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date.2019.8715018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2053017765","https://openalex.org/W2092185683","https://openalex.org/W2106962797","https://openalex.org/W2395351677","https://openalex.org/W2761398389"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W2532502681","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413"],"abstract_inverted_index":{"Emerging":[0],"cloud":[1,33,77],"applications":[2],"like":[3,40],"machine":[4],"learning,":[5],"AI":[6],"and":[7,70,83],"big":[8],"data":[9,23,100,119,126],"analytics":[10,101,127],"require":[11],"high":[12,140],"performance":[13,45,141],"computing":[14],"systems":[15],"that":[16,65],"can":[17,129],"sustain":[18],"the":[19,44,52,67,76,80,85,97,108,116,125],"increased":[20],"amount":[21],"of":[22,46,72,87,99,111,118],"processing":[24],"without":[25,78],"consuming":[26],"excessive":[27],"power.":[28],"Towards":[29],"this":[30],"end,":[31],"many":[32],"operators":[34],"have":[35],"started":[36],"deploying":[37],"hardware":[38,73,113],"accelerators,":[39],"FPGAs,":[41],"to":[42,55,132,135,139],"increase":[43],"computationally":[47],"intensive":[48],"tasks":[49],"but":[50],"increasing":[51,79],"programming":[53,81],"complexity":[54,82],"utilize":[56],"these":[57],"accelerators.":[58],"VINEYARD":[59],"has":[60],"developed":[61],"an":[62],"efficient":[63],"framework":[64,123],"allows":[66,107],"seamless":[68],"deployment":[69],"utilization":[71],"accelerators":[74],"in":[75],"offering":[84],"flexibility":[86],"software":[88],"packages.":[89],"This":[90],"paper":[91],"presents":[92],"a":[93],"modular":[94,105],"approach":[95,106],"for":[96,115],"acceleration":[98,117],"using":[102],"FPGAs.":[103],"The":[104,121],"automatic":[109],"development":[110],"integrated":[112],"designs":[114],"analytics.":[120],"proposed":[122],"shows":[124],"modules":[128],"be":[130],"used":[131],"achieve":[133],"up":[134],"3.5x":[136],"speedup":[137],"compared":[138],"general-purpose":[142],"processors.":[143]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}