{"id":"https://openalex.org/W4319986371","doi":"https://doi.org/10.1007/s10723-023-09645-2","title":"Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics","display_name":"Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics","publication_year":2023,"publication_date":"2023-02-10","ids":{"openalex":"https://openalex.org/W4319986371","doi":"https://doi.org/10.1007/s10723-023-09645-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10723-023-09645-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09645-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09645-2.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09645-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058435012","display_name":"Vincenzo Eduardo Padulano","orcid":"https://orcid.org/0000-0002-1209-3641"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]},{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH","ES"],"is_corresponding":true,"raw_author_name":"Vincenzo Eduardo Padulano","raw_affiliation_strings":["Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, 46022, Valencia, Spain","EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","EP-SFT, CERN, Meyrin, Switzerland","Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022862589","display_name":"Ivan Donchev Kabadzhov","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]},{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Ivan Donchev Kabadzhov","raw_affiliation_strings":["Department of Computer Science, Albert Ludwig University of Freiburg, Freiburg, 79098, Freiburg, Germany","EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","EP-SFT, CERN, Meyrin, Switzerland","Department of Computer Science, Albert Ludwig University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Albert Ludwig University of Freiburg, Freiburg, 79098, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"Department of Computer Science, Albert Ludwig University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021707428","display_name":"Enric Tejedor Saavedra","orcid":null},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Enric Tejedor Saavedra","raw_affiliation_strings":["EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","EP-SFT, CERN, Meyrin, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064375281","display_name":"Enrico Guiraud","orcid":null},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Enrico Guiraud","raw_affiliation_strings":["EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","EP-SFT, CERN, Meyrin, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, 1211, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]},{"raw_affiliation_string":"EP-SFT, CERN, Meyrin, Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040153798","display_name":"Pedro Alonso","orcid":"https://orcid.org/0000-0002-6882-6592"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Alonso-Jord\u00e1","raw_affiliation_strings":["Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, 46022, Valencia, Spain","Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]},{"raw_affiliation_string":"Department of Computation Systems and Computation, Universitat Polit\u00e8cnica de Val\u00e8ncia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058435012"],"corresponding_institution_ids":["https://openalex.org/I60053951","https://openalex.org/I67311998"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":1.703,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84501928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"1","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":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7839748859405518},{"id":"https://openalex.org/keywords/large-hadron-collider","display_name":"Large Hadron Collider","score":0.6374472379684448},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6368276476860046},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.522225022315979},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5043703317642212},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.4936305284500122},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.49355828762054443},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4697853624820709},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4479948878288269},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4378732740879059},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4377305507659912},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43332964181900024},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4243730902671814},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.41234248876571655},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3950008451938629},{"id":"https://openalex.org/keywords/particle-physics","display_name":"Particle physics","score":0.12469390034675598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7839748859405518},{"id":"https://openalex.org/C87668248","wikidata":"https://www.wikidata.org/wiki/Q40605","display_name":"Large Hadron Collider","level":2,"score":0.6374472379684448},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6368276476860046},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.522225022315979},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5043703317642212},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.4936305284500122},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.49355828762054443},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4697853624820709},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4479948878288269},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4378732740879059},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4377305507659912},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43332964181900024},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4243730902671814},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.41234248876571655},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3950008451938629},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.12469390034675598},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10723-023-09645-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09645-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09645-2.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},{"id":"pmh:oai:cds.cern.ch:2856552","is_oa":true,"landing_page_url":"http://cds.cern.ch/record/2856552","pdf_url":"http://cds.cern.ch/record/2856552/files/document.pdf","source":{"id":"https://openalex.org/S4306402195","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:riunet.upv.es:10251/192206","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/192206","pdf_url":"https://riunet.upv.es/bitstream/10251/192206/1/PadulanoKabadzhovTejedor%20-%20Leveraging%20state-of-the-art%20engines%20for%20large-scale%20data%20analysis%20in%20H....pdf","source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10723-023-09645-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09645-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09645-2.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.550000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313559","display_name":"CERN","ror":"https://ror.org/01ggx4157"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4319986371.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W59652542","https://openalex.org/W1505314478","https://openalex.org/W1964055967","https://openalex.org/W2010478558","https://openalex.org/W2105232714","https://openalex.org/W2105947650","https://openalex.org/W2151512268","https://openalex.org/W2171000750","https://openalex.org/W2173213060","https://openalex.org/W2180882458","https://openalex.org/W2527672088","https://openalex.org/W2530314904","https://openalex.org/W2537734429","https://openalex.org/W2572141373","https://openalex.org/W2591528216","https://openalex.org/W2612323846","https://openalex.org/W2809876073","https://openalex.org/W2896752973","https://openalex.org/W2962868833","https://openalex.org/W2963325382","https://openalex.org/W2967801794","https://openalex.org/W2974052131","https://openalex.org/W2974715912","https://openalex.org/W2990624200","https://openalex.org/W3011735680","https://openalex.org/W3100438519","https://openalex.org/W3100544306","https://openalex.org/W3106717143","https://openalex.org/W3135070460","https://openalex.org/W3159853465","https://openalex.org/W3181317539","https://openalex.org/W3195659377","https://openalex.org/W4220960142","https://openalex.org/W4237095095","https://openalex.org/W4293385364","https://openalex.org/W6921452595"],"related_works":["https://openalex.org/W3191926225","https://openalex.org/W2525033434","https://openalex.org/W4280533024","https://openalex.org/W4300992253","https://openalex.org/W2380944047","https://openalex.org/W1942762218","https://openalex.org/W1985270856","https://openalex.org/W4246264554","https://openalex.org/W2962431048","https://openalex.org/W3112375919"],"abstract_inverted_index":{"Abstract":[0],"The":[1,218],"Large":[2],"Hadron":[3],"Collider":[4],"(LHC)":[5],"at":[6],"CERN":[7],"has":[8,159],"generated":[9],"a":[10,79,104,115,119,189,198,247],"vast":[11],"amount":[12],"of":[13,20,22,125,182,201,220],"information":[14],"from":[15,114,132],"physics":[16],"events,":[17],"reaching":[18],"peaks":[19],"TB":[21],"data":[23,35,193],"per":[24],"day":[25],"which":[26,110],"are":[27,150,185],"then":[28],"sent":[29],"to":[30,64,118,164,167,187,212],"large":[31],"storage":[32],"facilities.":[33,178],"Traditionally,":[34],"processing":[36,97],"workflows":[37],"in":[38,74,83,174,192,210],"the":[39,60,69,84,90,126,143,183,202,206,214,221,225,229,237],"High":[40],"Energy":[41],"Physics":[42],"(HEP)":[43],"field":[44,76],"have":[45,54,77],"leveraged":[46],"grid":[47,176],"computing":[48,65,177],"resources.":[49],"In":[50],"this":[51,75],"context,":[52],"users":[53],"been":[55],"responsible":[56],"for":[57,95,205,236],"manually":[58],"parallelising":[59],"analysis,":[61],"sending":[62],"tasks":[63],"nodes":[66],"and":[67,98,128,228],"aggregating":[68],"partial":[70],"results.":[71],"Analysis":[72],"environments":[73],"had":[78],"common":[80],"building":[81],"block":[82],"ROOT":[85,102],"software":[86],"framework.":[87],"This":[88,134,195],"is":[89,135,234],"de":[91],"facto":[92],"standard":[93],"tool":[94,107,209,222],"storing,":[96],"visualising":[99],"HEP":[100,154,175,249],"data.":[101],"offers":[103],"modern":[105],"analysis":[106],"called":[108],"RDataFrame,":[109],"can":[111],"parallelise":[112],"computations":[113],"single":[116],"machine":[117],"distributed":[120,144,207],"cluster":[121],"while":[122],"hiding":[123],"most":[124],"scheduling":[127],"result":[129],"aggregation":[130],"complexity":[131],"users.":[133],"currently":[136],"done":[137],"by":[138,153],"leveraging":[139],"Apache":[140],"Spark":[141,232],"as":[142],"execution":[145],"engine,":[146],"but":[147],"other":[148],"alternatives":[149],"being":[151],"explored":[152],"research":[155],"groups.":[156],"Notably,":[157],"Dask":[158,203],"rapidly":[160],"gained":[161],"popularity":[162],"thanks":[163],"its":[165],"ability":[166],"interface":[168],"with":[169,223],"batch":[170],"queuing":[171],"systems,":[172],"widespread":[173],"Furthermore,":[179],"future":[180,216],"upgrades":[181],"LHC":[184],"expected":[186],"bring":[188],"dramatic":[190],"increase":[191],"volumes.":[194],"paper":[196],"presents":[197],"novel":[199],"implementation":[200],"backend":[204,227,233],"RDataFrame":[208],"order":[211],"address":[213],"aforementioned":[215],"trends.":[217],"scalability":[219],"both":[224],"new":[226],"already":[230],"available":[231],"demonstrated":[235],"first":[238],"time":[239],"on":[240],"more":[241],"than":[242],"two":[243],"thousand":[244],"cores,":[245],"testing":[246],"real":[248],"analysis.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}