{"id":"https://openalex.org/W4362489973","doi":"https://doi.org/10.1145/3578245.3584691","title":"Efficient Data Processing: Assessing the Performance of Different Programming Languages","display_name":"Efficient Data Processing: Assessing the Performance of Different Programming Languages","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362489973","doi":"https://doi.org/10.1145/3578245.3584691"},"language":"en","primary_location":{"id":"doi:10.1145/3578245.3584691","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3578245.3584691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 ACM/SPEC International Conference on Performance Engineering","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/A5013237962","display_name":"Lukas Beierlieb","orcid":"https://orcid.org/0000-0003-2512-9292"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Beierlieb","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2512-9292","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063155276","display_name":"Andr\u00e9 Bauer","orcid":"https://orcid.org/0000-0002-5582-8812"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Bauer","raw_affiliation_strings":["University of Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-5582-8812","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018956019","display_name":"Robert Leppich","orcid":"https://orcid.org/0000-0003-4711-7743"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Leppich","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4711-7743","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001534207","display_name":"Lukas Iffl\u00e4nder","orcid":"https://orcid.org/0000-0002-8506-2758"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Iffl\u00e4nder","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8506-2758","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013790674","display_name":"Samuel Kounev","orcid":"https://orcid.org/0000-0001-9742-2063"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Kounev","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9742-2063","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6136,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66106385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9312000274658203,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9284999966621399,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/python","display_name":"Python (programming language)","score":0.8639694452285767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8605184555053711},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.7215393781661987},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.719360888004303},{"id":"https://openalex.org/keywords/rust","display_name":"Rust (programming language)","score":0.45623254776000977},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.415256142616272}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8639694452285767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8605184555053711},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.7215393781661987},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.719360888004303},{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.45623254776000977},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.415256142616272},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3578245.3584691","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3578245.3584691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2765082293","https://openalex.org/W4307789634"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W1721418433","https://openalex.org/W4297799326","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W4249558550","https://openalex.org/W2088766201"],"abstract_inverted_index":{"This":[0],"paper":[1,92],"compares":[2],"the":[3,11,23,52,62,71,80,91,94],"performance":[4],"of":[5,13,25,28,97],"R,":[6],"Python,":[7],"and":[8,37,77,103],"Rust":[9,76],"in":[10,22,34,59],"context":[12],"data":[14,19,101,110],"processing":[15,20,111],"tasks.":[16],"A":[17],"real-world":[18],"task":[21],"form":[24],"an":[26],"aggregation":[27],"benchmark":[29],"measurement":[30],"results":[31,44],"was":[32],"implemented":[33],"each":[35],"language,":[36],"their":[38],"execution":[39,88],"times":[40],"were":[41,79],"measured.":[42],"The":[43],"indicate":[45],"that":[46],"while":[47],"all":[48],"languages":[49],"can":[50],"perform":[51],"tasks":[53],"effectively,":[54],"there":[55],"are":[56],"significant":[57,66],"differences":[58,68],"performance.":[60],"Even":[61],"same":[63],"code":[64],"showed":[65],"runtime":[67],"depending":[69],"on":[70],"interpreter":[72],"used":[73],"for":[74,100,109],"execution.":[75],"Python":[78],"most":[81],"efficient,":[82],"with":[83],"R":[84],"requiring":[85],"much":[86],"longer":[87],"times.":[89],"Additionally,":[90],"discusses":[93],"potential":[95],"implications":[96],"these":[98],"findings":[99],"scientists":[102],"developers":[104],"when":[105],"choosing":[106],"a":[107],"language":[108],"projects.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
