{"id":"https://openalex.org/W4213290595","doi":"https://doi.org/10.1109/sc.2008.5222553","title":"Scalable load-balance measurement for SPMD codes","display_name":"Scalable load-balance measurement for SPMD codes","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W4213290595","doi":"https://doi.org/10.1109/sc.2008.5222553"},"language":"en","primary_location":{"id":"doi:10.1109/sc.2008.5222553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sc.2008.5222553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/945658","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007709486","display_name":"Todd Gamblin","orcid":"https://orcid.org/0000-0002-7857-2805"},"institutions":[{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Todd Gamblin","raw_affiliation_strings":["Renaissance Computing Institute, University of North Carolina, Chapel Hill, USA"],"affiliations":[{"raw_affiliation_string":"Renaissance Computing Institute, University of North Carolina, Chapel Hill, USA","institution_ids":["https://openalex.org/I69048370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058719424","display_name":"Bronis R. de Supinski","orcid":"https://orcid.org/0000-0002-0339-1006"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bronis R. de Supinski","raw_affiliation_strings":["Lawrence Livemore National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livemore National Laboratory, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045289712","display_name":"Martin Schulz","orcid":"https://orcid.org/0000-0001-9013-435X"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Schulz","raw_affiliation_strings":["Lawrence Livemore National Laboratory, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Livemore National Laboratory, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013933131","display_name":"Rob Fowler","orcid":null},"institutions":[{"id":"https://openalex.org/I69048370","display_name":"Renaissance Computing Institute","ror":"https://ror.org/01s91ey96","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535","https://openalex.org/I170897317","https://openalex.org/I69048370"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rob Fowler","raw_affiliation_strings":["Renaissance Computing Institute, University of North Carolina, Chapel Hill, USA"],"affiliations":[{"raw_affiliation_string":"Renaissance Computing Institute, University of North Carolina, Chapel Hill, USA","institution_ids":["https://openalex.org/I69048370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008222900","display_name":"Daniel A. Reed","orcid":"https://orcid.org/0000-0001-7331-1473"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel A. Reed","raw_affiliation_strings":["Microsoft Research Limited, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Limited, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007709486"],"corresponding_institution_ids":["https://openalex.org/I69048370"],"apc_list":null,"apc_paid":null,"fwci":2.4849,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.90742614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.998199999332428,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.8490039110183716},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8043784499168396},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5429257750511169},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4923590421676636},{"id":"https://openalex.org/keywords/spmd","display_name":"SPMD","score":0.4767404794692993},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4616158902645111},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4380173981189728},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.423615425825119},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3795371651649475},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36426639556884766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32467395067214966},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32222306728363037},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.14440491795539856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490039110183716},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8043784499168396},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5429257750511169},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4923590421676636},{"id":"https://openalex.org/C7042729","wikidata":"https://www.wikidata.org/wiki/Q2289219","display_name":"SPMD","level":2,"score":0.4767404794692993},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4616158902645111},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4380173981189728},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.423615425825119},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3795371651649475},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36426639556884766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32467395067214966},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32222306728363037},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.14440491795539856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sc.2008.5222553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sc.2008.5222553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:945658","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/945658","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:945658","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/945658","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W31923072","https://openalex.org/W53390198","https://openalex.org/W53598686","https://openalex.org/W1568869856","https://openalex.org/W1572472014","https://openalex.org/W1743861851","https://openalex.org/W1931009223","https://openalex.org/W1965351873","https://openalex.org/W1975057944","https://openalex.org/W1978994443","https://openalex.org/W2028641616","https://openalex.org/W2032212943","https://openalex.org/W2038769854","https://openalex.org/W2046006184","https://openalex.org/W2047364830","https://openalex.org/W2053691921","https://openalex.org/W2060108852","https://openalex.org/W2061388644","https://openalex.org/W2084142670","https://openalex.org/W2103568561","https://openalex.org/W2130770975","https://openalex.org/W2136434791","https://openalex.org/W2136895653","https://openalex.org/W2146506182","https://openalex.org/W2158182626","https://openalex.org/W4254609974","https://openalex.org/W4255272544","https://openalex.org/W6602160539","https://openalex.org/W6634431598","https://openalex.org/W6640283703","https://openalex.org/W6680318016","https://openalex.org/W7058249796"],"related_works":["https://openalex.org/W1606512765","https://openalex.org/W2113326345","https://openalex.org/W183653846","https://openalex.org/W1520729804","https://openalex.org/W2514606205","https://openalex.org/W175284199","https://openalex.org/W2071175269","https://openalex.org/W2515686854","https://openalex.org/W1508925501","https://openalex.org/W2963200559"],"abstract_inverted_index":{"Good":[0],"load":[1,91],"balance":[2,92],"is":[3,128,140],"crucial":[4],"on":[5,50],"very":[6],"large":[7],"parallel":[8,97,102],"systems,":[9],"but":[10],"the":[11,54,65,135],"most":[12],"sophisticated":[13],"algorithms":[14],"introduce":[15],"dynamic":[16],"imbalances":[17],"through":[18],"adaptation":[19],"in":[20,62,146],"domain":[21],"decomposition":[22],"or":[23],"use":[24,145],"of":[25,131],"adaptive":[26],"solvers.":[27],"To":[28],"observe":[29],"and":[30,72,75,83,100,111,125],"diagnose":[31],"imbalance,":[32],"developers":[33],"need":[34],"system-wide,":[35],"temporally-ordered":[36],"measurements":[37,114],"from":[38,46],"full-scale":[39],"runs.":[40],"This":[41,94],"potentially":[42],"requires":[43],"data":[44,126],"collection":[45],"multiple":[47],"code":[48],"regions":[49],"all":[51],"processors":[52],"over":[53],"entire":[55],"execution.":[56],"Doing":[57],"this":[58],"instrumentation":[59],"naively":[60],"can,":[61],"combination":[63],"with":[64,115,122],"application":[66],"itself,":[67],"exceed":[68],"available":[69],"I/O":[70],"bandwidth":[71],"storage":[73],"capacity,":[74],"can":[76],"induce":[77],"severe":[78],"behavioral":[79],"perturbations.":[80],"We":[81,105],"present":[82],"evaluate":[84],"a":[85,96,147],"novel":[86],"technique":[87,109],"for":[88,143],"scalable,":[89],"low-error":[90],"measurement.":[93],"uses":[95],"wavelet":[98],"transform":[99],"other":[101],"encoding":[103],"methods.":[104],"show":[106],"that":[107],"our":[108],"collects":[110],"reconstructs":[112],"system-wide":[113],"low":[116,141],"error.":[117],"Compression":[118],"time":[119],"scales":[120],"sublinearly":[121],"system":[123],"size":[124],"volume":[127],"several":[129],"orders":[130],"magnitude":[132],"smaller":[133],"than":[134],"raw":[136],"data.":[137],"The":[138],"overhead":[139],"enough":[142],"online":[144],"production":[148],"environment.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}