{"id":"https://openalex.org/W2054103475","doi":"https://doi.org/10.1145/2254064.2254108","title":"Dynamic trace-based analysis of vectorization potential of applications","display_name":"Dynamic trace-based analysis of vectorization potential of applications","publication_year":2012,"publication_date":"2012-06-11","ids":{"openalex":"https://openalex.org/W2054103475","doi":"https://doi.org/10.1145/2254064.2254108","mag":"2054103475"},"language":"en","primary_location":{"id":"doi:10.1145/2254064.2254108","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2254064.2254108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM SIGPLAN Conference on Programming Language Design and Implementation","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/A5047990794","display_name":"Justin Holewinski","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Justin Holewinski","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065053357","display_name":"Ragavendar Ramamurthi","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ragavendar Ramamurthi","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023732985","display_name":"M. Ravishankar","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahesh Ravishankar","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001721269","display_name":"Naznin Fauzia","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naznin Fauzia","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040769038","display_name":"Louis-No\u00ebl Pouchet","orcid":"https://orcid.org/0000-0001-5103-3097"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louis-No\u00ebl Pouchet","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039624297","display_name":"Atanas Rountev","orcid":"https://orcid.org/0000-0003-4556-4937"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atanas Rountev","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027517817","display_name":"P. Sadayappan","orcid":"https://orcid.org/0000-0002-4737-2034"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Sadayappan","raw_affiliation_strings":["Ohio State University, Columbus, OH, USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047990794"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":6.0912,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.96674162,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/simd","display_name":"SIMD","score":0.893197774887085},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.8678411245346069},{"id":"https://openalex.org/keywords/vectorization","display_name":"Vectorization (mathematics)","score":0.8663122653961182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8598702549934387},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.6520214080810547},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6332162618637085},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.627253532409668},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5075863599777222},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.4852471351623535},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.47642335295677185},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.42560291290283203},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.41260573267936707},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3861384689807892}],"concepts":[{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.893197774887085},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.8678411245346069},{"id":"https://openalex.org/C41681595","wikidata":"https://www.wikidata.org/wiki/Q7917855","display_name":"Vectorization (mathematics)","level":2,"score":0.8663122653961182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8598702549934387},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6520214080810547},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6332162618637085},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.627253532409668},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5075863599777222},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.4852471351623535},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47642335295677185},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42560291290283203},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.41260573267936707},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3861384689807892},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2254064.2254108","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2254064.2254108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM SIGPLAN Conference on Programming Language Design and Implementation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W190163119","https://openalex.org/W1494930385","https://openalex.org/W1499418450","https://openalex.org/W1510727076","https://openalex.org/W1596022615","https://openalex.org/W1685698149","https://openalex.org/W1981663600","https://openalex.org/W2008313934","https://openalex.org/W2012523719","https://openalex.org/W2016133841","https://openalex.org/W2036200316","https://openalex.org/W2038687965","https://openalex.org/W2053155247","https://openalex.org/W2056579078","https://openalex.org/W2078429521","https://openalex.org/W2084414005","https://openalex.org/W2090268225","https://openalex.org/W2097229901","https://openalex.org/W2099404643","https://openalex.org/W2103698047","https://openalex.org/W2111394443","https://openalex.org/W2112482891","https://openalex.org/W2115920894","https://openalex.org/W2116170858","https://openalex.org/W2119393363","https://openalex.org/W2121319784","https://openalex.org/W2123123602","https://openalex.org/W2129192659","https://openalex.org/W2133877928","https://openalex.org/W2134936699","https://openalex.org/W2139085735","https://openalex.org/W2143951557","https://openalex.org/W2153185479","https://openalex.org/W2162464118","https://openalex.org/W2164738518","https://openalex.org/W2164799751","https://openalex.org/W4230415451","https://openalex.org/W4244894488","https://openalex.org/W6676870935","https://openalex.org/W6995434384"],"related_works":["https://openalex.org/W2566637483","https://openalex.org/W2127324789","https://openalex.org/W3024308452","https://openalex.org/W4244894488","https://openalex.org/W4285390450","https://openalex.org/W2366442643","https://openalex.org/W2021715972","https://openalex.org/W2090268225","https://openalex.org/W75461624","https://openalex.org/W2766828645"],"abstract_inverted_index":{"Recent":[0],"hardware":[1],"trends":[2],"with":[3],"GPUs":[4],"and":[5,32,68,75,93],"the":[6,53,108],"increasing":[7],"vector":[8],"lengths":[9],"of":[10,21,38,52,57,99],"SSE-like":[11],"ISA":[12],"extensions":[13],"for":[14,26,112],"multicore":[15],"CPUs":[16],"imply":[17],"that":[18],"effective":[19,50],"exploitation":[20],"SIMD":[22,113],"parallelism":[23],"is":[24,97],"critical":[25],"achieving":[27],"high":[28],"performance":[29],"on":[30],"emerging":[31],"future":[33],"architectures.":[34],"A":[35],"vast":[36],"majority":[37],"existing":[39,91,104],"applications":[40,105],"were":[41],"developed":[42],"without":[43],"any":[44],"attention":[45],"by":[46],"their":[47],"developers":[48,56],"towards":[49],"vectorizability":[51],"codes.":[54,95],"While":[55],"production":[58],"compilers":[59,85],"such":[60],"as":[61],"GNU":[62],"gcc,":[63],"Intel":[64],"icc,":[65],"PGI":[66],"pgcc,":[67],"IBM":[69],"xlc":[70],"have":[71],"invested":[72],"considerable":[73,100],"effort":[74],"made":[76],"significant":[77],"advances":[78,119],"in":[79],"enhancing":[80],"automatic":[81],"vectorization":[82],"capabilities,":[83],"these":[84],"still":[86],"cannot":[87],"effectively":[88],"vectorize":[89],"many":[90],"scientific":[92],"engineering":[94],"It":[96],"therefore":[98],"interest":[101],"to":[102,106],"analyze":[103],"assess":[107],"inherent":[109],"latent":[110],"potential":[111],"parallelism,":[114],"exploitable":[115],"through":[116],"further":[117],"compiler":[118],"and/or":[120],"via":[121],"manual":[122],"code":[123],"changes.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}