{"id":"https://openalex.org/W7125220729","doi":"https://doi.org/10.1145/3774934.3786454","title":"Dynamic Detection of Inefficient Data Mapping Patterns in Heterogeneous OpenMP Applications","display_name":"Dynamic Detection of Inefficient Data Mapping Patterns in Heterogeneous OpenMP Applications","publication_year":2026,"publication_date":"2026-01-28","ids":{"openalex":"https://openalex.org/W7125220729","doi":"https://doi.org/10.1145/3774934.3786454"},"language":"en","primary_location":{"id":"doi:10.1145/3774934.3786454","doi":"https://doi.org/10.1145/3774934.3786454","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774934.3786454","pdf_url":null,"source":{"id":"https://openalex.org/S4306417578","display_name":"ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2601.12713","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099380697","display_name":"Luke Marzen","orcid":"https://orcid.org/0009-0001-6791-7732","observed_orcids":["https://orcid.org/0009-0001-6791-7732"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke Marzen","raw_affiliation_strings":["Iowa State University, Ames, USA"],"raw_orcid":"https://orcid.org/0009-0001-6791-7732","affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123461769","display_name":"Junhyung Shim","orcid":"https://orcid.org/0009-0003-3899-5488","observed_orcids":["https://orcid.org/0009-0003-3899-5488"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junhyung Shim","raw_affiliation_strings":["Iowa State University, Ames, USA"],"raw_orcid":"https://orcid.org/0009-0003-3899-5488","affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122926545","display_name":"Ali Jannesari","orcid":"https://orcid.org/0000-0001-8672-5317","observed_orcids":["https://orcid.org/0000-0001-8672-5317"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Jannesari","raw_affiliation_strings":["Iowa State University, Ames, USA"],"raw_orcid":"https://orcid.org/0000-0001-8672-5317","affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, USA","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173911158"],"apc_list":null,"apc_paid":null,"fwci":2.2507,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8584101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.0003000000142492354,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":9.999999747378752e-05,"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/heterogeneous-computing","display_name":"heterogeneous computing","score":0.7200000286102295},{"id":"https://openalex.org/keywords/openmp","display_name":"OpenMP","score":0.9539999961853027},{"id":"https://openalex.org/keywords/data-mapping","display_name":"data mapping","score":0.6150000095367432},{"id":"https://openalex.org/keywords/dynamic-analysis","display_name":"dynamic analysis","score":0.7699999809265137},{"id":"https://openalex.org/keywords/performance-profiling","display_name":"performance profiling","score":0.7289999723434448},{"id":"https://openalex.org/keywords/runtime-overhead","display_name":"runtime overhead","score":0.4869999885559082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795199990272522},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.7240999937057495},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5273000001907349},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47699999809265137},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.46720001101493835},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.4611000120639801},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.450300008058548},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4366999864578247},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.38580000400543213},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3082999885082245},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.289000004529953},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26579999923706055},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25540000200271606},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3774934.3786454","doi":"https://doi.org/10.1145/3774934.3786454","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774934.3786454","pdf_url":null,"source":{"id":"https://openalex.org/S4306417578","display_name":"ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2601.12713","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2601.12713","pdf_url":"https://arxiv.org/pdf/2601.12713","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2601.12713","doi":"https://doi.org/10.48550/arxiv.2601.12713","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.12713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2601.12713","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2601.12713","pdf_url":"https://arxiv.org/pdf/2601.12713","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G365771161","display_name":"CISE-ANR: SHF: Small: Generating Highly Performant Code via Polyhedral Compilation and Graph-based Learning","funder_award_id":"2426580","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G801708531","display_name":"Collaborative Research: SHF: MEDIUM: Smart Integrated Tuning of Parallel Code for Multicore and Manycore Systems","funder_award_id":"2211982","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320311090","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7125220729.pdf","grobid_xml":"https://content.openalex.org/works/W7125220729.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W12500326","https://openalex.org/W583100948","https://openalex.org/W836966646","https://openalex.org/W1987497701","https://openalex.org/W2004618765","https://openalex.org/W2008949474","https://openalex.org/W2080592089","https://openalex.org/W2095954861","https://openalex.org/W2103607061","https://openalex.org/W2488548811","https://openalex.org/W2521708680","https://openalex.org/W2591716151","https://openalex.org/W2747904317","https://openalex.org/W2759968233","https://openalex.org/W2767028519","https://openalex.org/W2856394295","https://openalex.org/W2969217977","https://openalex.org/W2983717258","https://openalex.org/W3081693716","https://openalex.org/W3133582455","https://openalex.org/W3176080641","https://openalex.org/W3203778346","https://openalex.org/W4214707742","https://openalex.org/W4243474409","https://openalex.org/W4327911463","https://openalex.org/W4385496093","https://openalex.org/W4386281462","https://openalex.org/W4390188475","https://openalex.org/W4399282121","https://openalex.org/W4405756168","https://openalex.org/W4406157678","https://openalex.org/W4412038704","https://openalex.org/W7106544920"],"related_works":["https://openalex.org/W4417332511","https://openalex.org/W4405756168","https://openalex.org/W3176080641","https://openalex.org/W2969217977","https://openalex.org/W4386519283","https://openalex.org/W2613661655","https://openalex.org/W3081693716","https://openalex.org/W2989790637","https://openalex.org/W3095555187","https://openalex.org/W1574249939"],"abstract_inverted_index":{"With":[0],"the":[1,98],"growing":[2],"prevalence":[3],"of":[4,18,80,89],"heterogeneous":[5,68,93],"computing,":[6],"CPUs":[7],"are":[8],"increasingly":[9],"being":[10],"paired":[11],"with":[12],"accelerators":[13],"to":[14,42,57],"achieve":[15],"new":[16],"levels":[17],"performance":[19,36],"and":[20,44,59,64,87,103],"energy":[21],"efficiency.":[22],"However,":[23],"data":[24,46,62,82],"movement":[25],"between":[26],"devices":[27],"remains":[28],"a":[29,106],"significant":[30],"bottleneck,":[31],"complicating":[32],"application":[33],"development.":[34],"Existing":[35],"tools":[37],"require":[38],"considerable":[39],"programmer":[40],"intervention":[41],"diagnose":[43],"locate":[45],"transfer":[47,63],"inefficiencies.":[48],"To":[49],"address":[50],"this,":[51],"we":[52],"propose":[53],"dynamic":[54],"analysis":[55],"techniques":[56,73],"detect":[58],"profile":[60],"inefficient":[61],"allocation":[65],"patterns":[66],"in":[67,92],"applications.":[69,95],"We":[70],"implemented":[71],"these":[72],"into":[74],"OMPDataPerf,":[75],"which":[76],"provides":[77],"detailed":[78],"traces":[79],"problematic":[81],"mappings,":[83],"source":[84],"code":[85],"attribution,":[86],"assessments":[88],"optimization":[90],"potential":[91],"OpenMP":[94,99],"OMPDataPerf":[96],"uses":[97],"Tools":[100],"Interface":[101],"(OMPT)":[102],"incurs":[104],"only":[105],"5":[107],"%":[108],"geometric\u2011mean":[109],"runtime":[110],"overhead.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-01-22T00:00:00"}
