{"id":"https://openalex.org/W2800445527","doi":"https://doi.org/10.1007/s00521-018-3496-z","title":"Using hardware counter-based performance model to diagnose scaling issues of HPC applications","display_name":"Using hardware counter-based performance model to diagnose scaling issues of HPC applications","publication_year":2018,"publication_date":"2018-04-25","ids":{"openalex":"https://openalex.org/W2800445527","doi":"https://doi.org/10.1007/s00521-018-3496-z","mag":"2800445527"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-018-3496-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3496-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3496-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3496-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011195132","display_name":"Nan Ding","orcid":"https://orcid.org/0000-0001-9624-9449"},"institutions":[{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Ding","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China","institution_ids":["https://openalex.org/I4210113896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064134842","display_name":"Shiming Xu","orcid":"https://orcid.org/0000-0003-4999-3499"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiming Xu","raw_affiliation_strings":["Department of Earth System Science, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth System Science, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004873221","display_name":"Zhenya Song","orcid":"https://orcid.org/0000-0002-8098-5529"},"institutions":[{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]},{"id":"https://openalex.org/I4210114556","display_name":"First Institute of Oceanography","ror":"https://ror.org/01y34t753","country_code":"CN","type":"facility","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210114556","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenya Song","raw_affiliation_strings":["First Institute of Oceanography, State Oceanic Administration, Qingdao, 266061, China","Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"First Institute of Oceanography, State Oceanic Administration, Qingdao, 266061, China","institution_ids":["https://openalex.org/I4210114556"]},{"raw_affiliation_string":"Laboratory for Regional Oceanography and Numerical Modeling, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China","institution_ids":["https://openalex.org/I4210113896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679400","display_name":"Baoquan Zhang","orcid":"https://orcid.org/0000-0001-6178-6797"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baoquan Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, University of Minnesota, Twin Cities, Minneapolis, 55454, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, University of Minnesota, Twin Cities, Minneapolis, 55454, USA","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I4210101327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101526011","display_name":"Jingmei Li","orcid":"https://orcid.org/0000-0002-7246-3093"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingmei Li","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Engineering University, Harbin, 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Engineering University, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014710797","display_name":"Zhigao Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigao Zheng","raw_affiliation_strings":["Department of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5004873221"],"corresponding_institution_ids":["https://openalex.org/I4210113896","https://openalex.org/I4210114556"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":{"value":3290,"currency":"USD","value_usd":3290},"fwci":0.7269,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74365647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"31","issue":"5","first_page":"1563","last_page":"1575"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994999766349792,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8467918634414673},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.7603838443756104},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7481697797775269},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6117555499076843},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"Performance prediction","score":0.5533198118209839},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5499023795127869},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.5179402232170105},{"id":"https://openalex.org/keywords/performance-tuning","display_name":"Performance tuning","score":0.46553483605384827},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.4436764717102051},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4307447373867035},{"id":"https://openalex.org/keywords/performance-enhancement","display_name":"Performance enhancement","score":0.4155384302139282},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.41449791193008423},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3867969512939453},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3706659972667694},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.23814266920089722},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.21784421801567078},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13006889820098877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8467918634414673},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.7603838443756104},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7481697797775269},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6117555499076843},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.5533198118209839},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5499023795127869},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.5179402232170105},{"id":"https://openalex.org/C2777138346","wikidata":"https://www.wikidata.org/wiki/Q1714153","display_name":"Performance tuning","level":2,"score":0.46553483605384827},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.4436764717102051},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4307447373867035},{"id":"https://openalex.org/C2986800882","wikidata":"https://www.wikidata.org/wiki/Q7168187","display_name":"Performance enhancement","level":2,"score":0.4155384302139282},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.41449791193008423},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3867969512939453},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3706659972667694},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.23814266920089722},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.21784421801567078},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13006889820098877},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-018-3496-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3496-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3496-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-018-3496-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-018-3496-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-018-3496-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3583593893","display_name":null,"funder_award_id":"41776010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6010298044","display_name":null,"funder_award_id":"91530323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7321677127","display_name":null,"funder_award_id":"2017YFA0604500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2800445527.pdf","grobid_xml":"https://content.openalex.org/works/W2800445527.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W174502620","https://openalex.org/W1545880915","https://openalex.org/W1602306860","https://openalex.org/W1906219896","https://openalex.org/W1977230955","https://openalex.org/W1989146297","https://openalex.org/W2002555321","https://openalex.org/W2025983224","https://openalex.org/W2034688657","https://openalex.org/W2042120213","https://openalex.org/W2048075797","https://openalex.org/W2050788236","https://openalex.org/W2078636996","https://openalex.org/W2107749816","https://openalex.org/W2108177987","https://openalex.org/W2111693532","https://openalex.org/W2123013088","https://openalex.org/W2127900800","https://openalex.org/W2146438362","https://openalex.org/W2146710186","https://openalex.org/W2150412589","https://openalex.org/W2152419477","https://openalex.org/W2156697773","https://openalex.org/W2278149841","https://openalex.org/W2292227919","https://openalex.org/W2293735149","https://openalex.org/W2438985978","https://openalex.org/W2530324083","https://openalex.org/W2531384334","https://openalex.org/W2534727297","https://openalex.org/W2562243536","https://openalex.org/W2658353027","https://openalex.org/W2750303327","https://openalex.org/W2753239506","https://openalex.org/W3106055984","https://openalex.org/W4233487069","https://openalex.org/W4244437568","https://openalex.org/W4245845567","https://openalex.org/W4252521241","https://openalex.org/W4256344501"],"related_works":["https://openalex.org/W3207786695","https://openalex.org/W2008327491","https://openalex.org/W1483675448","https://openalex.org/W2756782242","https://openalex.org/W2174199525","https://openalex.org/W4235049746","https://openalex.org/W4200239341","https://openalex.org/W2081167087","https://openalex.org/W2321868906","https://openalex.org/W2068649455"],"abstract_inverted_index":{"Abstract":[0],"Performance":[1],"diagnosing":[2,91,145,169],"for":[3,53],"HPC":[4,72,112,134],"applications":[5,73],"can":[6,45],"be":[7],"extremely":[8],"difficult":[9],"due":[10],"to":[11,20,109,155],"their":[12],"complicated":[13],"performance":[14,24,34,38,56,69,90,100,103,121,150,168],"behaviors.":[15],"One":[16],"hand,":[17,43],"developers":[18,44],"used":[19],"identify":[21],"the":[22,41,55,58,68,77,111,149,153,157,166],"potential":[23,158],"bottlenecks":[25,70],"by":[26,116,165],"conducting":[27],"detailed":[28],"instrumentation,":[29],"which":[30,161],"may":[31,74],"introduce":[32],"significant":[33],"overheads":[35],"or":[36],"even":[37],"deviations.":[39],"On":[40],"other":[42],"only":[46],"conduct":[47],"small":[48],"numbers":[49],"of":[50,71,79,180],"application":[51,113],"runs":[52],"profiling":[54],"with":[57,76,102],"limitations":[59],"on":[60,94,131,148,184],"both":[61],"computing":[62],"resources":[63],"and":[64,98,120,138,171],"time":[65],"duration.":[66],"Meanwhile,":[67],"vary":[75],"degree":[78],"parallelism.":[80],"To":[81],"address":[82],"these":[83],"challenges,":[84],"our":[85,140,144],"paper":[86],"proposes":[87],"a":[88,178],"systematic":[89],"method":[92,106,130,146,170],"focusing":[93],"building":[95],"an":[96],"accurate":[97],"interpretable":[99],"model":[101,151],"counters.":[104],"Our":[105],"is":[107,162],"able":[108],"diagnose":[110,156],"scaling":[114,159],"issues":[115],"predicting":[117],"its":[118],"runtime":[119],"behaviors":[122],"in":[123,177],"different":[124],"functions.":[125],"After":[126],"applying":[127],"this":[128],"modeling":[129],"three":[132],"real-world":[133],"applications,":[135],"HOMME,":[136],"CICE":[137],"OpenFoam,":[139],"evaluations":[141],"show":[142],"that":[143],"based":[147],"has":[152],"ability":[154],"issues,":[160],"typically":[163],"missed":[164],"traditional":[167],"achieves":[172],"about":[173],"10%":[174],"prediction":[175],"errors":[176],"scale":[179],"4096":[181],"MPI":[182],"ranks":[183],"two":[185],"problem":[186],"sizes.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2025-10-10T00:00:00"}