{"id":"https://openalex.org/W2041849151","doi":"https://doi.org/10.1109/bigdata.2014.7004212","title":"On the performance of MapReduce: A stochastic approach","display_name":"On the performance of MapReduce: A stochastic approach","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2041849151","doi":"https://doi.org/10.1109/bigdata.2014.7004212","mag":"2041849151"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2014.7004212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","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/A5001573749","display_name":"Sarker Tanzir Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarker Tanzir Ahmed","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA","Texas A&M University, College Station, TX 77843, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Texas A&M University, College Station, TX 77843, USA#TAB#","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076734500","display_name":"Dmitri Loguinov","orcid":"https://orcid.org/0000-0003-3876-1000"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitri Loguinov","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA","Texas A&M University, College Station, TX 77843, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Texas A&M University, College Station, TX 77843, USA#TAB#","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9223,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95113779,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9997000098228455,"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":0.9987000226974487,"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":0.8717483878135681},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.837012767791748},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6688755750656128},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6325268745422363},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6001304388046265},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.550709068775177},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4489608407020569},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4482670724391937},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4328545331954956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18859684467315674},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15164953470230103},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13788193464279175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8717483878135681},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.837012767791748},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6688755750656128},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6325268745422363},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6001304388046265},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.550709068775177},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4489608407020569},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4482670724391937},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4328545331954956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18859684467315674},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15164953470230103},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13788193464279175},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2014.7004212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.665.7504","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.665.7504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://irl.cs.tamu.edu/people/tanzir/papers/bigdata2014.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W108010514","https://openalex.org/W1794174336","https://openalex.org/W1979808859","https://openalex.org/W2002472616","https://openalex.org/W2013596337","https://openalex.org/W2020109755","https://openalex.org/W2104644701","https://openalex.org/W2119208045","https://openalex.org/W2121142115","https://openalex.org/W2139102017","https://openalex.org/W2145990704","https://openalex.org/W2156845275","https://openalex.org/W2167940323","https://openalex.org/W2173213060","https://openalex.org/W4297814130","https://openalex.org/W6604451253"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2066208787"],"abstract_inverted_index":{"MapReduce":[0,42,75],"is":[1,13],"a":[2,30],"highly":[3],"acclaimed":[4],"programming":[5],"paradigm":[6],"for":[7,29,40],"large-scale":[8],"information":[9],"processing.":[10],"However,":[11],"there":[12],"no":[14],"accurate":[15],"model":[16],"in":[17,44],"the":[18,46,56],"literature":[19],"that":[20],"can":[21],"precisely":[22],"forecast":[23],"its":[24],"run-time":[25,47],"and":[26,48,61],"resource":[27],"usage":[28],"given":[31],"workload.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36],"derive":[37],"analytic":[38],"models":[39,68],"shared-memory":[41],"computations,":[43],"which":[45],"disk":[49],"I/O":[50],"are":[51],"expressed":[52],"as":[53],"functions":[54],"of":[55],"workload":[57],"properties,":[58],"hardware":[59],"configuration,":[60],"algorithms":[62],"used.":[63],"We":[64],"then":[65],"compare":[66],"these":[67],"against":[69],"trace-driven":[70],"simulations":[71],"using":[72],"our":[73],"high-performance":[74],"implementation.":[76]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
