{"id":"https://openalex.org/W4393271709","doi":"https://doi.org/10.1007/s11227-024-06040-w","title":"Analysis and prediction of performance variability in large-scale computing systems","display_name":"Analysis and prediction of performance variability in large-scale computing systems","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393271709","doi":"https://doi.org/10.1007/s11227-024-06040-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06040-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06040-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06040-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/s11227-024-06040-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080448779","display_name":"Majid Salimi Beni","orcid":"https://orcid.org/0000-0002-8634-7712"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Majid Salimi Beni","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020893403","display_name":"Sascha Hunold","orcid":"https://orcid.org/0000-0002-5280-3855"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sascha Hunold","raw_affiliation_strings":["Faculty of Informatics, TU Wien, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031619277","display_name":"Biagio Cosenza","orcid":"https://orcid.org/0000-0002-8869-6705"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Biagio Cosenza","raw_affiliation_strings":["Department of Computer Science, University of Salerno, Salerno, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080448779"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":4.3643,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9454756,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"80","issue":"10","first_page":"14978","last_page":"15005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9984999895095825,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980999827384949,"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":0.90787672996521},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5611828565597534},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3636215329170227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.90787672996521},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5611828565597534},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3636215329170227},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-024-06040-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06040-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06040-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11227-024-06040-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06040-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06040-w.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324133","display_name":"Universit\u00e0 degli Studi di Salerno","ror":"https://ror.org/0192m2k53"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393271709.pdf","grobid_xml":"https://content.openalex.org/works/W4393271709.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1555168845","https://openalex.org/W1599668757","https://openalex.org/W1982063824","https://openalex.org/W2047102972","https://openalex.org/W2062011830","https://openalex.org/W2068975988","https://openalex.org/W2100997884","https://openalex.org/W2106913893","https://openalex.org/W2135269176","https://openalex.org/W2156838963","https://openalex.org/W2166019559","https://openalex.org/W2335421672","https://openalex.org/W2581655065","https://openalex.org/W2595086061","https://openalex.org/W2599132532","https://openalex.org/W2729429355","https://openalex.org/W2745766621","https://openalex.org/W2757390025","https://openalex.org/W2760347133","https://openalex.org/W2765333029","https://openalex.org/W2767461568","https://openalex.org/W2767749225","https://openalex.org/W2784285104","https://openalex.org/W2886221826","https://openalex.org/W2886386039","https://openalex.org/W2887690473","https://openalex.org/W2887950604","https://openalex.org/W2893085376","https://openalex.org/W2897690846","https://openalex.org/W2914452456","https://openalex.org/W2940855314","https://openalex.org/W2947900277","https://openalex.org/W2953378622","https://openalex.org/W2953630518","https://openalex.org/W2954999090","https://openalex.org/W2963621759","https://openalex.org/W2965330815","https://openalex.org/W2968104784","https://openalex.org/W2971718050","https://openalex.org/W2973793552","https://openalex.org/W2987265314","https://openalex.org/W3032768601","https://openalex.org/W3042788053","https://openalex.org/W3043123680","https://openalex.org/W3043601814","https://openalex.org/W3045822024","https://openalex.org/W3046660837","https://openalex.org/W3048213389","https://openalex.org/W3097491564","https://openalex.org/W3098920149","https://openalex.org/W3099799080","https://openalex.org/W3129251660","https://openalex.org/W3129369127","https://openalex.org/W3147460469","https://openalex.org/W3172648176","https://openalex.org/W3176432403","https://openalex.org/W3184808173","https://openalex.org/W3186473950","https://openalex.org/W3187921119","https://openalex.org/W3187960929","https://openalex.org/W3200851274","https://openalex.org/W3204371345","https://openalex.org/W4200494113","https://openalex.org/W4210863326","https://openalex.org/W4220717967","https://openalex.org/W4225274196","https://openalex.org/W4232757129","https://openalex.org/W4240080645","https://openalex.org/W4242795611","https://openalex.org/W4244682390","https://openalex.org/W4245160202","https://openalex.org/W4246186833","https://openalex.org/W4295786315","https://openalex.org/W4312604888","https://openalex.org/W4313417883","https://openalex.org/W4318603806","https://openalex.org/W4376478565","https://openalex.org/W4383749406","https://openalex.org/W4394784967"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Abstract":[0],"The":[1,96,124],"development":[2],"of":[3,30,40,120],"new":[4],"exascale":[5],"supercomputers":[6,46],"has":[7],"dramatically":[8],"increased":[9],"the":[10,28,36,54,118],"need":[11],"for":[12,103],"fast,":[13],"high-performance":[14],"networking":[15],"technology.":[16],"Efficient":[17],"network":[18,55,75,105],"topologies,":[19],"such":[20,80],"as":[21,81],"Dragonfly+,":[22],"have":[23],"been":[24],"introduced":[25],"to":[26,34,116,131],"meet":[27],"demands":[29],"data-intensive":[31],"applications":[32],"and":[33,42,59,92,139,143],"match":[35],"massive":[37],"computing":[38],"power":[39],"GPUs":[41],"accelerators.":[43],"However,":[44],"these":[45],"still":[47],"face":[48],"performance":[49,66,119,133],"variability":[50,67],"mainly":[51],"caused":[52],"by":[53,109],"that":[56],"affects":[57],"system":[58,72,94],"application":[60],"performance.":[61],"This":[62],"study":[63,97,129],"comprehensively":[64],"analyzes":[65],"on":[68,78],"a":[69],"large-scale":[70],"HPC":[71],"with":[73],"Dragonfly+":[74],"topology,":[76],"focusing":[77],"factors":[79],"communication":[82],"patterns,":[83],"message":[84],"size,":[85],"job":[86,122,136],"placement":[87,137],"locality,":[88],"MPI":[89,140],"collective":[90],"algorithms,":[91],"overall":[93],"workload.":[95],"also":[98],"proposes":[99],"an":[100],"easy-to-measure":[101],"metric":[102],"estimating":[104],"background":[106],"traffic":[107],"generated":[108],"other":[110],"users,":[111],"which":[112],"can":[113],"be":[114],"used":[115],"estimate":[117],"our":[121],"accurately.":[123],"insights":[125],"gained":[126],"from":[127],"this":[128],"contribute":[130],"improving":[132],"predictability,":[134],"enhancing":[135],"policies":[138],"algorithm":[141],"selection,":[142],"optimizing":[144],"resource":[145],"management":[146],"strategies":[147],"in":[148],"supercomputers.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}