{"id":"https://openalex.org/W4392019827","doi":"https://doi.org/10.48550/arxiv.2402.12612","title":"A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach","display_name":"A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4392019827","doi":"https://doi.org/10.48550/arxiv.2402.12612"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2402.12612","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12612","pdf_url":"https://arxiv.org/pdf/2402.12612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.12612","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072400487","display_name":"Christian Pilato","orcid":"https://orcid.org/0000-0001-9315-1788"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pilato, Christian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005140945","display_name":"Subhadeep Banik","orcid":"https://orcid.org/0000-0001-6310-0154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Banik, Subhadeep","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051265494","display_name":"Jakub Ber\u00e1nek","orcid":"https://orcid.org/0000-0003-3758-2836"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beranek, Jakub","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013309301","display_name":"Fabien Brocheton","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brocheton, Fabien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030115692","display_name":"Jer\u00f3nimo Castrill\u00f3n","orcid":"https://orcid.org/0000-0002-5007-445X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Castrillon, Jeronimo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083363092","display_name":"Riccardo Cevasco","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cevasco, Riccardo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063588850","display_name":"Radim Cmar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cmar, Radim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033121816","display_name":"Serena Curzel","orcid":"https://orcid.org/0000-0002-8202-1627"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Curzel, Serena","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028565685","display_name":"Fabrizio Ferrandi","orcid":"https://orcid.org/0000-0003-0301-4419"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferrandi, Fabrizio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067091126","display_name":"Karl F. A. Friebel","orcid":"https://orcid.org/0000-0001-9534-3978"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Friebel, Karl F. A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052504843","display_name":"Antonella Galizia","orcid":"https://orcid.org/0000-0003-1672-3281"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Galizia, Antonella","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114208118","display_name":"Matteo Grasso","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grasso, Matteo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345291","display_name":"Paulo Silva","orcid":"https://orcid.org/0000-0002-2306-2242"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silva, Paulo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087746268","display_name":"Jan Martinovi\u010d","orcid":"https://orcid.org/0000-0001-7944-8956"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martinovic, Jan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077005193","display_name":"Gianluca Palermo","orcid":"https://orcid.org/0000-0001-7955-8012"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Palermo, Gianluca","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031794338","display_name":"Michele Paolino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paolino, Michele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113160044","display_name":"Andrea Parodi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parodi, Andrea","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053560008","display_name":"Antonio Parodi","orcid":"https://orcid.org/0000-0002-8505-0634"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parodi, Antonio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093975984","display_name":"Fabio Pintus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pintus, Fabio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026275592","display_name":"Raphael Polig","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polig, Raphael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081644214","display_name":"David Poulet","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Poulet, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049456178","display_name":"Francesco Regazzoni","orcid":"https://orcid.org/0000-0001-6385-0780"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Regazzoni, Francesco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042189622","display_name":"Burkhard Ringlein","orcid":"https://orcid.org/0000-0002-7222-9539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ringlein, Burkhard","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101823152","display_name":"Roberto Rocco","orcid":"https://orcid.org/0000-0002-0223-2900"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rocco, Roberto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086314453","display_name":"Kate\u0159ina Slaninov\u00e1","orcid":"https://orcid.org/0000-0002-2520-7054"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slaninova, Katerina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108526005","display_name":"Tom J.J.H. Slooff","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slooff, Tom","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034465540","display_name":"Stephanie Soldavini","orcid":"https://orcid.org/0000-0001-7379-8007"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soldavini, Stephanie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041496656","display_name":"Felix Suchert","orcid":"https://orcid.org/0000-0001-7011-9945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suchert, Felix","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027068516","display_name":"Mattia Tibaldi","orcid":"https://orcid.org/0000-0003-1113-3987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tibaldi, Mattia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080591951","display_name":"Beat Weiss","orcid":"https://orcid.org/0000-0002-4069-1286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiss, Beat","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5001983294","display_name":"Christoph Hagleitner","orcid":"https://orcid.org/0000-0002-6815-7835"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hagleitner, Christoph","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":31,"corresponding_author_ids":["https://openalex.org/A5072400487"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.8133999705314636,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.8133999705314636,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.8118000030517578,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.7946000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.625426709651947},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5500999689102173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5469853281974792},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.4522935152053833},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42514973878860474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25577545166015625},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2521681785583496},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08054950833320618}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.625426709651947},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5500999689102173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5469853281974792},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.4522935152053833},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42514973878860474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25577545166015625},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2521681785583496},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08054950833320618},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2402.12612","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12612","pdf_url":"https://arxiv.org/pdf/2402.12612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2402.12612","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2402.12612","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.12612","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12612","pdf_url":"https://arxiv.org/pdf/2402.12612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392019827.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Modern":[0],"big":[1],"data":[2,33],"workflows":[3,28],"are":[4,13,29,41],"characterized":[5],"by":[6],"computationally":[7],"intensive":[8],"kernels.":[9],"The":[10],"simulated":[11],"results":[12],"often":[14],"combined":[15],"with":[16,35],"knowledge":[17],"extracted":[18],"from":[19],"AI":[20],"models":[21],"to":[22,47,65],"ultimately":[23],"support":[24],"decision-making.":[25],"These":[26],"energy-hungry":[27],"increasingly":[30],"executed":[31],"in":[32,99],"centers":[34],"energy-efficient":[36],"hardware":[37],"accelerators":[38],"since":[39],"FPGAs":[40],"well-suited":[42],"for":[43],"this":[44],"task":[45],"due":[46],"their":[48],"inherent":[49],"parallelism.":[50],"We":[51],"present":[52],"the":[53,67,74,85,89,93],"H2020":[54],"project":[55],"EVEREST,":[56],"which":[57],"has":[58],"developed":[59],"a":[60,79],"system":[61],"development":[62],"kit":[63],"(SDK)":[64],"simplify":[66],"creation":[68],"of":[69,88],"FPGA-accelerated":[70],"kernels":[71],"and":[72,92],"manage":[73],"execution":[75],"at":[76],"runtime":[77],"through":[78],"virtualization":[80],"environment.":[81],"This":[82],"paper":[83],"describes":[84],"main":[86],"components":[87],"EVEREST":[90],"SDK":[91],"benefits":[94],"that":[95],"can":[96],"be":[97],"achieved":[98],"our":[100],"use":[101],"cases.":[102]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2024-02-22T00:00:00"}
