{"id":"https://openalex.org/W2949272455","doi":"https://doi.org/10.14529/jsfi190301","title":"Collecting and Presenting Reproducible Intranode Stencil Performance: INSPECT","display_name":"Collecting and Presenting Reproducible Intranode Stencil Performance: INSPECT","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2949272455","doi":"https://doi.org/10.14529/jsfi190301","mag":"2949272455"},"language":"en","primary_location":{"id":"doi:10.14529/jsfi190301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi190301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14529/jsfi190301","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Julian Hornich","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Julian Hornich","raw_affiliation_strings":["Friedrich-Alexander University of Erlangen-Nuremberg"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University of Erlangen-Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Julian Hammer","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Hammer","raw_affiliation_strings":["Friedrich-Alexander University of Erlangen-Nuremberg"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University of Erlangen-Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Georg Hager","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg Hager","raw_affiliation_strings":["Friedrich-Alexander University of Erlangen-Nuremberg"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University of Erlangen-Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Thomas Gruber","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Gruber","raw_affiliation_strings":["Friedrich-Alexander University of Erlangen-Nuremberg"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University of Erlangen-Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":null,"display_name":"Gerhard Wellein","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Wellein","raw_affiliation_strings":["Friedrich-Alexander University of Erlangen-Nuremberg"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University of Erlangen-Nuremberg","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.2469,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48247057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9821000099182129,"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":0.9821000099182129,"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":0.004000000189989805,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.0026000000070780516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stencil","display_name":"Stencil","score":0.9761999845504761},{"id":"https://openalex.org/keywords/toolchain","display_name":"Toolchain","score":0.9178000092506409},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46160000562667847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4535999894142151},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.3968999981880188},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.3882000148296356},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.36059999465942383},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.35600000619888306}],"concepts":[{"id":"https://openalex.org/C76752949","wikidata":"https://www.wikidata.org/wiki/Q7607499","display_name":"Stencil","level":2,"score":0.9761999845504761},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.9178000092506409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7591999769210815},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46160000562667847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3968999981880188},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3882000148296356},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3853999972343445},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3813000023365021},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.36059999465942383},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.35600000619888306},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3140000104904175},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.29919999837875366},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14529/jsfi190301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi190301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1906.08138","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.08138","pdf_url":"https://arxiv.org/pdf/1906.08138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"pmh:oai:eref.uni-bayreuth.de:66749","is_oa":true,"landing_page_url":"https://eref.uni-bayreuth.de/66749/","pdf_url":"https://superfri.org/superfri/article/view/280","source":{"id":"https://openalex.org/S4377196442","display_name":"ERef Bayreuth (University of Bayreuth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54009628","host_organization_name":"University of Bayreuth","host_organization_lineage":["https://openalex.org/I54009628"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Artikel in einer Zeitschrift"}],"best_oa_location":{"id":"doi:10.14529/jsfi190301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi190301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G8193700880","display_name":null,"funder_award_id":"SKAMPY","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Stencil":[0,76],"algorithms":[1],"have":[2],"been":[3],"receiving":[4],"considerable":[5],"interest":[6],"in":[7,73,90,190],"HPC":[8],"research":[9],"for":[10,56,141,192],"decades.":[11],"The":[12],"techniques":[13],"used":[14,189],"to":[15,40,51,114,127,184],"approach":[16],"multi-core":[17],"stencil":[18,46,102],"performance":[19,28,62,95,122,133,147,150,160,168,170],"modeling":[20],"and":[21,34,45,67,87,92,107,124,135,154,157,162,169,175],"engineering":[22],"span":[23],"basic":[24],"runtime":[25],"measurements,":[26,148],"elaborate":[27],"models,":[29,161],"detailed":[30],"hardware":[31,108,149],"counter":[32,151],"analysis,":[33],"thorough":[35],"scaling":[36],"behavior":[37,96],"evaluation.":[38],"Due":[39],"the":[41,74,83,94],"plurality":[42],"of":[43,97,100,132],"approaches":[44],"patterns,":[47],"we":[48],"set":[49],"out":[50],"develop":[52],"a":[53,98,129],"generalizable":[54],"methodology":[55],"reproducible":[57,120],"measurements":[58],"accompanied":[59],"by":[60],"state-of-the-art":[61],"models.":[63],"Our":[64,111],"open-source":[65],"toolchain":[66],"collected":[68],"results":[69],"are":[70],"publicly":[71],"available":[72,140],"\"Intranode":[75],"Performance":[77],"Evaluation":[78],"Collection\"":[79],"(INSPECT).":[80],"We":[81,179],"present":[82],"underlying":[84],"methods,":[85],"models":[86,126,171],"tools":[88],"involved":[89],"gathering":[91],"documenting":[93],"collection":[99],"typical":[101],"patterns":[103],"across":[104],"multiple":[105],"architectures":[106],"configuration":[109],"options.":[110],"aim":[112],"is":[113,139],"endow":[115],"performance-aware":[116],"application":[117],"developers":[118],"with":[119],"baseline":[121],"data":[123,138],"validated":[125],"initiate":[128],"well-defined":[130],"process":[131],"assessment":[134],"optimization.":[136],"All":[137],"inspection:":[142],"source":[143],"code,":[144],"produced":[145],"assembly,":[146],"data,":[152],"single-core":[153],"multicore":[155],"Roofline":[156],"ECM":[158],"(execution-cache-memory)":[159],"machine":[163],"properties.":[164],"Deviations":[165],"between":[166],"measured":[167],"become":[172],"immediately":[173],"evident":[174],"can":[176,187],"be":[177,188],"investigated.":[178],"also":[180],"give":[181],"hints":[182],"as":[183],"how":[185],"INSPECT":[186],"practice":[191],"custom":[193],"code":[194],"analysis.":[195]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-06-27T00:00:00"}