{"id":"https://openalex.org/W2319495250","doi":"https://doi.org/10.1145/2851553.2858669","title":"Towards Performance and Scalability Analysis of Distributed Memory Programs on Large-Scale Clusters","display_name":"Towards Performance and Scalability Analysis of Distributed Memory Programs on Large-Scale Clusters","publication_year":2016,"publication_date":"2016-03-12","ids":{"openalex":"https://openalex.org/W2319495250","doi":"https://doi.org/10.1145/2851553.2858669","mag":"2319495250"},"language":"en","primary_location":{"id":"doi:10.1145/2851553.2858669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2858669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049055881","display_name":"Sourav Medya","orcid":"https://orcid.org/0000-0003-0996-2807"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sourav Medya","raw_affiliation_strings":["University of california, Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of california, Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016669578","display_name":"Ludmila Cherkasova","orcid":"https://orcid.org/0000-0002-9333-4901"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ludmila Cherkasova","raw_affiliation_strings":["Hewlett Packard Labs, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109346602","display_name":"Guilherme Magalhaes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guilherme Magalhaes","raw_affiliation_strings":["Hewlett Packard Enterprise, Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Porto Alegre, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029467716","display_name":"Kivanc Ozonat","orcid":"https://orcid.org/0000-0002-4842-6292"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kivanc Ozonat","raw_affiliation_strings":["Hewlett Packard Labs, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079929203","display_name":"Chaitra Padmanabha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chaitra Padmanabha","raw_affiliation_strings":["Hewlett Packard Enterprise, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Bangalore, India","institution_ids":["https://openalex.org/I4210117576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045783527","display_name":"J. S. V. Gopala Sarma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jiban Sarma","raw_affiliation_strings":["Hewlett Packard Enterprise, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Bangalore, India","institution_ids":["https://openalex.org/I4210117576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103368546","display_name":"Imran Sheikh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Imran Sheikh","raw_affiliation_strings":["Hewlett Packard Enterprise, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise, Bangalore, India","institution_ids":["https://openalex.org/I4210117576"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8611528873443604},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7928698062896729},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6435995101928711},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5562336444854736},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.5350391268730164},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.4991159439086914},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4271642863750458},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4137450158596039},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3385957181453705},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3230936825275421},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21152731776237488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8611528873443604},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7928698062896729},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6435995101928711},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5562336444854736},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.5350391268730164},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.4991159439086914},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4271642863750458},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4137450158596039},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3385957181453705},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3230936825275421},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21152731776237488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2851553.2858669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2858669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1529379350","https://openalex.org/W1948591071","https://openalex.org/W2047364830","https://openalex.org/W2050788236","https://openalex.org/W2065607954","https://openalex.org/W2101778912","https://openalex.org/W2108177987","https://openalex.org/W2109774496","https://openalex.org/W2142430959","https://openalex.org/W2152419477","https://openalex.org/W2154111453","https://openalex.org/W2154467933","https://openalex.org/W3106161546"],"related_works":["https://openalex.org/W2379153735","https://openalex.org/W2384867379","https://openalex.org/W4321442002","https://openalex.org/W2046172023","https://openalex.org/W2972896947","https://openalex.org/W4244235824","https://openalex.org/W2168928134","https://openalex.org/W2112040168","https://openalex.org/W4241972157","https://openalex.org/W4242556954"],"abstract_inverted_index":{"Many":[0],"HPC":[1],"and":[2,22,30,52,66,109,120,137,142,183,212],"modern":[3],"Big":[4],"Data":[5],"processing":[6],"applications":[7,128],"belong":[8],"to":[9,59,73,97,134,160,179,237,268],"a":[10,25,60,85,99,165,168,176,186,193,200,208,243,246,250,254,269,278],"class":[11],"of":[12,27,34,40,77,102,149,156,167,185,203,217,231,245,263],"so-called":[13],"scale-out":[14],"applications,":[15],"where":[16,249],"the":[17,32,35,41,45,50,55,75,78,103,106,150,154,181,229,232,260,264,274],"application":[18,37,46],"dataset":[19],"is":[20,38,57,72,153],"partitioned":[21],"processed":[23],"by":[24],"cluster":[26,63,169,211,247,266],"machines.":[28],"Understanding":[29],"assessing":[31],"scalability":[33,76,182],"designed":[36,79],"one":[39,148],"primary":[42],"goals":[43],"during":[44],"implementation.":[47],"Typically,":[48],"in":[49,89,207],"design":[51],"implementation":[53],"phase,":[54],"programmer":[56],"bound":[58],"limited":[61,201],"size":[62,92,210],"for":[64,81,190],"debugging":[65],"performing":[67],"profiling":[68],"experiments.":[69],"The":[70,125],"challenge":[71],"assess":[74,180],"program":[80,189],"its":[82],"execution":[83,191],"on":[84,192],"larger":[86],"cluster.":[87,195],"While":[88],"an":[90,214,222],"increased":[91,161,265],"cluster,":[93],"each":[94],"node":[95],"needs":[96],"process":[98],"smaller":[100],"fraction":[101],"original":[104],"dataset,":[105],"communication":[107,110,162,233,251],"volume":[108,163],"time":[111],"might":[112],"be":[113],"significantly":[114],"increased,":[115],"which":[116,227,258],"could":[117],"become":[118],"detrimental":[119],"provide":[121],"diminishing":[122,270],"performance":[123,184,261],"benefits.":[124],"distributed":[126,187],"memory":[127,188],"exhibit":[129],"complex":[130],"behavior:":[131],"they":[132],"tend":[133],"interleave":[135],"computations":[136],"communications,":[138],"use":[139],"bursty":[140],"transfers,":[141],"utilize":[143],"global":[144],"synchronization":[145],"primitives.":[146],"Therefore,":[147],"main":[151],"challenges":[152],"analysis":[155],"bandwidth":[157,224],"demands":[158,234],"due":[159],"as":[164],"function":[166],"size.":[170],"In":[171],"this":[172],"paper,":[173],"we":[174],"introduce":[175],"novel":[177],"approach":[178,241,276],"large-scale":[194],"Our":[196],"solution":[197],"involves":[198],"1)":[199],"set":[202,216],"traditional":[204],"experiments":[205,219],"performed":[206,220],"medium":[209],"2)":[213],"additional":[215],"similar":[218],"with":[221,235],"\"interconnect":[223],"throttling\"":[225],"tool,":[226],"enables":[228,242],"assessment":[230],"respect":[236],"available":[238],"bandwidth.":[239],"This":[240],"prediction":[244],"size,":[248],"cost":[252],"becomes":[253],"dominant":[255],"component,":[256],"at":[257],"point":[259],"benefits":[262],"lead":[267],"return.":[271],"We":[272],"demonstrate":[273],"proposed":[275],"using":[277],"popular":[279],"Graph500":[280],"benchmark.":[281]},"counts_by_year":[{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}