{"id":"https://openalex.org/W2584272748","doi":"https://doi.org/10.1109/ldav.2016.7874340","title":"Correlating sub-phenomena in performance data in the frequency domain","display_name":"Correlating sub-phenomena in performance data in the frequency domain","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2584272748","doi":"https://doi.org/10.1109/ldav.2016.7874340","mag":"2584272748"},"language":"en","primary_location":{"id":"doi:10.1109/ldav.2016.7874340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2016.7874340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV)","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/A5022621856","display_name":"Tom Vierjahn","orcid":"https://orcid.org/0000-0002-8620-3874"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tom Vierjahn","raw_affiliation_strings":["Visual Comouting Institute, RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"Visual Comouting Institute, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031942550","display_name":"Marc-Andr\u00e9 Hermanns","orcid":"https://orcid.org/0000-0003-3895-7791"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc-Andre Hermanns","raw_affiliation_strings":["JARA - High-Performance Computing, Germany","J\u00fclich Supercomputing Centre, Germany"],"affiliations":[{"raw_affiliation_string":"JARA - High-Performance Computing, Germany","institution_ids":["https://openalex.org/I4210133912"]},{"raw_affiliation_string":"J\u00fclich Supercomputing Centre, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050861867","display_name":"Bernd Mohr","orcid":"https://orcid.org/0000-0001-9960-5867"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Mohr","raw_affiliation_strings":["JARA - High-Performance Computing, Germany","J\u00fclich Supercomputing Centre, Germany"],"affiliations":[{"raw_affiliation_string":"JARA - High-Performance Computing, Germany","institution_ids":["https://openalex.org/I4210133912"]},{"raw_affiliation_string":"J\u00fclich Supercomputing Centre, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108339675","display_name":"Matthias M\u00fcller","orcid":"https://orcid.org/0009-0005-8772-7775"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias S. Muller","raw_affiliation_strings":["Chair for High-Performance Computing, RWTH Aachen University, Germany","JARA - High-Performance Computing, Germany"],"affiliations":[{"raw_affiliation_string":"Chair for High-Performance Computing, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"JARA - High-Performance Computing, Germany","institution_ids":["https://openalex.org/I4210133912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084069506","display_name":"Torsten Kuhlen","orcid":"https://orcid.org/0000-0003-2144-4367"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten W. Kuhlen","raw_affiliation_strings":["JARA - High-Performance Computing, Germany","Visual Comouting Institute, RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"JARA - High-Performance Computing, Germany","institution_ids":["https://openalex.org/I4210133912"]},{"raw_affiliation_string":"Visual Comouting Institute, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082781108","display_name":"Bernd Hentschel","orcid":"https://orcid.org/0000-0002-2642-9134"},"institutions":[{"id":"https://openalex.org/I4210133912","display_name":"J\u00fclich Aachen Research Alliance","ror":"https://ror.org/02r0e4r58","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758","https://openalex.org/I4210133912"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Hentschel","raw_affiliation_strings":["JARA - High-Performance Computing, Germany","Visual Comouting Institute, RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"JARA - High-Performance Computing, Germany","institution_ids":["https://openalex.org/I4210133912"]},{"raw_affiliation_string":"Visual Comouting Institute, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022621856"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":0.321,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62454346,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2016","issue":null,"first_page":"105","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.8190663456916809},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6687355637550354},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.6547352075576782},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.6333916187286377},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5816307663917542},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.559196949005127},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5473834872245789},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.49315351247787476},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.48781684041023254},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4563593864440918},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.40873971581459045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33398884534835815},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.07662734389305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190663456916809},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6687355637550354},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.6547352075576782},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.6333916187286377},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5816307663917542},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.559196949005127},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5473834872245789},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.49315351247787476},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.48781684041023254},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4563593864440918},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.40873971581459045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33398884534835815},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.07662734389305115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ldav.2016.7874340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2016.7874340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV)","raw_type":"proceedings-article"},{"id":"pmh:oai:juser.fz-juelich.de:828068","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/record/828068","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Symposium on Large Data Analysis and Visualization, LDAV2016, Baltimore, MA, USA, 2016-10-23 - 2016-10-28","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:publications.rwth-aachen.de:682968","is_oa":false,"landing_page_url":"http://publications.rwth-aachen.de/record/682968/files/Vierjahn_LDAV16_paper_fin.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 6th IEEE Symposium on Large Data Analysis and Visualization, LDAV 2016, Baltimore, Maryland, USA, 2016-10-23 - 2016-10-23","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:2751205950","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/20090422/201702249731665455","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":8,"referenced_works":["https://openalex.org/W172780760","https://openalex.org/W2030169318","https://openalex.org/W2069422636","https://openalex.org/W2102182691","https://openalex.org/W2112093673","https://openalex.org/W2149498749","https://openalex.org/W2271454439","https://openalex.org/W6681868107"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W3191490922","https://openalex.org/W2794038527","https://openalex.org/W2327638088","https://openalex.org/W2073684863"],"abstract_inverted_index":{"Finding":[0],"and":[1,59,65],"understanding":[2],"correlated":[3,52],"performance":[4,35,46],"behaviour":[5],"of":[6,10,70],"the":[7,38,41,56,63,68],"individual":[8],"functions":[9],"massively":[11],"parallel":[12],"high-performance":[13],"computing":[14],"(HPC)":[15],"applications":[16],"is":[17],"a":[18,45],"time-consuming":[19],"task.":[20],"In":[21],"this":[22],"poster,":[23],"we":[24,66],"propose":[25],"filtered":[26],"correlation":[27],"analysis":[28],"for":[29],"automatically":[30],"locating":[31],"interdependencies":[32],"in":[33],"call-path":[34],"profiles.":[36],"Transforming":[37],"data":[39],"into":[40,48],"frequency":[42],"domain":[43],"splits":[44],"phenomenon":[47],"sub-phenomena":[49],"to":[50],"be":[51],"separately.":[53],"We":[54],"provide":[55],"mathematical":[57],"framework":[58],"an":[60],"overview":[61],"over":[62],"visualization,":[64],"demonstrate":[67],"effectiveness":[69],"our":[71],"technique.":[72]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}