{"id":"https://openalex.org/W2542975534","doi":"https://doi.org/10.25080/majora-629e541a-002","title":"Composable Multi-Threading for Python Libraries","display_name":"Composable Multi-Threading for Python Libraries","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2542975534","doi":"https://doi.org/10.25080/majora-629e541a-002","mag":"2542975534"},"language":"en","primary_location":{"id":"doi:10.25080/majora-629e541a-002","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-002","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/anton_malakhov.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/anton_malakhov.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012461519","display_name":"Anton Malakhov","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anton Malakhov","raw_affiliation_strings":["Intel,,,,,"],"affiliations":[{"raw_affiliation_string":"Intel,,,,,","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012461519"],"corresponding_institution_ids":["https://openalex.org/I1343180700"],"apc_list":null,"apc_paid":null,"fwci":0.8686,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.78135974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9987000226974487,"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":0.9987000226974487,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9986000061035156,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.8369361162185669},{"id":"https://openalex.org/keywords/composability","display_name":"Composability","score":0.8015693426132202},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7798583507537842},{"id":"https://openalex.org/keywords/threading","display_name":"Threading (protein sequence)","score":0.7299875020980835},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6057249903678894},{"id":"https://openalex.org/keywords/multithreading","display_name":"Multithreading","score":0.6037529706954956},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5317816734313965},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5036353468894958},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4928431510925293},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3557747006416321},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.2033388316631317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8369361162185669},{"id":"https://openalex.org/C2778814252","wikidata":"https://www.wikidata.org/wiki/Q5156715","display_name":"Composability","level":2,"score":0.8015693426132202},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7798583507537842},{"id":"https://openalex.org/C200307862","wikidata":"https://www.wikidata.org/wiki/Q7797175","display_name":"Threading (protein sequence)","level":3,"score":0.7299875020980835},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6057249903678894},{"id":"https://openalex.org/C201410400","wikidata":"https://www.wikidata.org/wiki/Q1064412","display_name":"Multithreading","level":3,"score":0.6037529706954956},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5317816734313965},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5036353468894958},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4928431510925293},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3557747006416321},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.2033388316631317},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-629e541a-002","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-002","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/anton_malakhov.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-629e541a-002","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-002","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/anton_malakhov.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2542975534.pdf","grobid_xml":"https://content.openalex.org/works/W2542975534.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2077791698","https://openalex.org/W2144061891"],"related_works":["https://openalex.org/W2384903348","https://openalex.org/W2482815832","https://openalex.org/W4253890856","https://openalex.org/W2369027488","https://openalex.org/W2294358097","https://openalex.org/W2189498595","https://openalex.org/W1993191611","https://openalex.org/W1999755551","https://openalex.org/W2378658106","https://openalex.org/W2150820374"],"abstract_inverted_index":{"Python":[0,99],"is":[1],"popular":[2],"among":[3],"numeric":[4,108],"communities":[5],"that":[6],"value":[7],"it":[8],"for":[9,29,90,98,107],"easy":[10],"to":[11,35,51,103],"use":[12,27],"number":[13],"crunching":[14],"modules":[15,25],"like":[16],"[NumPy],":[17],"[SciPy],":[18],"[Dask],":[19],"[Numba],":[20],"and":[21,53],"many":[22],"others.":[23],"These":[24],"often":[26],"multi-threading":[28],"efficient":[30],"multi-core":[31,91,111],"parallelism":[32,92],"in":[33,58],"order":[34],"utilize":[36],"all":[37,69],"the":[38,70,95],"available":[39],"CPU":[40],"cores.":[41],"Nevertheless,":[42],"their":[43],"threads":[44],"can":[45,65],"interfere":[46],"with":[47],"each":[48],"other":[49],"leading":[50],"overhead":[52],"inefficiency":[54],"if":[55,68],"used":[56],"together":[57],"one":[59],"application.":[60],"The":[61],"loss":[62],"of":[63,79],"performance":[64,106],"be":[66],"prevented":[67],"multi-threaded":[71],"parties":[72],"are":[73],"coordinated.":[74],"This":[75],"paper":[76],"describes":[77],"usage":[78],"Intel":[80],"Threading":[81],"Building":[82],"Blocks":[83],"(Intel":[84],"TBB),":[85],"an":[86],"open-source":[87],"cross-platform":[88],"library":[89],"[TBB],":[93],"as":[94],"composability":[96],"layer":[97],"modules.":[100],"It":[101],"helps":[102],"unlock":[104],"additional":[105],"applications":[109],"on":[110],"systems.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
