{"id":"https://openalex.org/W3129471938","doi":"https://doi.org/10.1145/3446804.3446855","title":"Compiling data-parallel Datalog","display_name":"Compiling data-parallel Datalog","publication_year":2021,"publication_date":"2021-02-14","ids":{"openalex":"https://openalex.org/W3129471938","doi":"https://doi.org/10.1145/3446804.3446855","mag":"3129471938"},"language":"en","primary_location":{"id":"doi:10.1145/3446804.3446855","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3446804.3446855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGPLAN International Conference on Compiler Construction","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/A5080073613","display_name":"Thomas Gilray","orcid":"https://orcid.org/0000-0002-0393-8542"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Gilray","raw_affiliation_strings":["University of Alabama at Birmingham, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alabama at Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101815397","display_name":"Sidharth Kumar","orcid":"https://orcid.org/0009-0007-0418-9962"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidharth Kumar","raw_affiliation_strings":["University of Alabama at Birmingham, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alabama at Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066289382","display_name":"Kristopher Micinski","orcid":"https://orcid.org/0000-0002-8650-0991"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristopher Micinski","raw_affiliation_strings":["Syracuse University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4567,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6629728,"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":"23","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10126","display_name":"Logic, programming, and type systems","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9977999925613403,"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/datalog","display_name":"Datalog","score":0.9777753353118896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7723714113235474},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6784894466400146},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5615400075912476}],"concepts":[{"id":"https://openalex.org/C148230440","wikidata":"https://www.wikidata.org/wiki/Q1172264","display_name":"Datalog","level":2,"score":0.9777753353118896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723714113235474},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6784894466400146},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5615400075912476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3446804.3446855","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3446804.3446855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGPLAN International Conference on Compiler Construction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1590979665","https://openalex.org/W1595443289","https://openalex.org/W1973120448","https://openalex.org/W2008865455","https://openalex.org/W2013885073","https://openalex.org/W2037859435","https://openalex.org/W2043100293","https://openalex.org/W2046656770","https://openalex.org/W2051527230","https://openalex.org/W2062873592","https://openalex.org/W2095551048","https://openalex.org/W2125529470","https://openalex.org/W2139668965","https://openalex.org/W2151562310","https://openalex.org/W2163521620","https://openalex.org/W2299299451","https://openalex.org/W2406955896","https://openalex.org/W2517799069","https://openalex.org/W2585469311","https://openalex.org/W2622559577","https://openalex.org/W2899106831","https://openalex.org/W2903272482","https://openalex.org/W2916507006","https://openalex.org/W3035481050","https://openalex.org/W3109650547","https://openalex.org/W3163546604","https://openalex.org/W4210896998","https://openalex.org/W4243613876","https://openalex.org/W4247889999","https://openalex.org/W4250199140"],"related_works":["https://openalex.org/W1762910438","https://openalex.org/W2570392075","https://openalex.org/W2740990710","https://openalex.org/W2023906867","https://openalex.org/W1973135411","https://openalex.org/W1517300050","https://openalex.org/W2517279098","https://openalex.org/W1980794066","https://openalex.org/W2124217695","https://openalex.org/W1508480023"],"abstract_inverted_index":{"Datalog":[0,42,102],"allows":[1],"intuitive":[2],"declarative":[3],"specification":[4],"of":[5,26,46],"logical":[6,28],"inference":[7],"tasks":[8,29],"while":[9],"enjoying":[10],"efficient":[11,40,86],"implementation":[12,25],"via":[13],"state-of-the-art":[14],"engines":[15,22],"such":[16],"as":[17],"LogicBlox":[18],"and":[19,35,49,65,109],"Souffl\u00e9.":[20],"These":[21],"enable":[23],"high-performance":[24],"complex":[27],"including":[30],"graph":[31],"mining,":[32],"program":[33],"analysis,":[34],"business":[36],"analytics.":[37],"However,":[38],"all":[39],"modern":[41],"solvers":[43],"make":[44],"use":[45],"shared":[47],"memory,":[48],"present":[50,66],"inherent":[51],"challenges":[52],"scalability.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,95],"leverage":[58],"recent":[59,77],"insights":[60],"in":[61,79],"parallel":[62],"relational":[63,81],"algebra":[64,82],"a":[67,115],"methodology":[68],"for":[69,89],"constructing":[70],"data-parallel":[71,87,101],"deductive":[72],"databases.":[73],"Our":[74,104],"approach":[75],"leverages":[76],"developments":[78],"parallelizing":[80],"to":[83],"create":[84],"an":[85],"semantics":[88],"Datalog.":[90],"Based":[91],"on":[92],"our":[93],"methodology,":[94],"have":[96],"implemented":[97],"the":[98],"first":[99],"MPI-based":[100],"solver.":[103,117],"experiments":[105],"demonstrate":[106],"comparable":[107],"performance":[108],"improved":[110],"single-node":[111],"scalability":[112],"versus":[113],"Souffl\u00e9,":[114],"state-of-art":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
