{"id":"https://openalex.org/W2076889753","doi":"https://doi.org/10.1177/10943420030174003","title":"Analysis of Large-Scale Grid-Based Monte Carlo Applications","display_name":"Analysis of Large-Scale Grid-Based Monte Carlo Applications","publication_year":2003,"publication_date":"2003-11-01","ids":{"openalex":"https://openalex.org/W2076889753","doi":"https://doi.org/10.1177/10943420030174003","mag":"2076889753"},"language":"en","primary_location":{"id":"doi:10.1177/10943420030174003","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10943420030174003","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-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/A5079316675","display_name":"Yaohang Li","orcid":"https://orcid.org/0000-0003-0178-1876"},"institutions":[{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yaohang Li","raw_affiliation_strings":["DEPARTMENT OF COMPUTER SCIENCE NORTH CAROLINA A&T STATE UNIVERSITY, GREENSBORO, NORTH CAROLINA, USA","DEPARTMENT OF COMPUTER SCIENCE NORTH CAROLINA A&T STATE UNIVERSITY, GREENSBORO, NORTH CAROLINA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF COMPUTER SCIENCE NORTH CAROLINA A&T STATE UNIVERSITY, GREENSBORO, NORTH CAROLINA, USA","institution_ids":["https://openalex.org/I35777872"]},{"raw_affiliation_string":"DEPARTMENT OF COMPUTER SCIENCE NORTH CAROLINA A&T STATE UNIVERSITY, GREENSBORO, NORTH CAROLINA, USA#TAB#","institution_ids":["https://openalex.org/I35777872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071387306","display_name":"Michael Mascagni","orcid":"https://orcid.org/0000-0003-3058-4580"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Mascagni","raw_affiliation_strings":["DEPARTMENT OF COMPUTER SCIENCE AND SCHOOL OF COMPUTATIONAL SCIENCE AND                        INFORMATION TECHNOLOGY, FLORIDA STATE UNIVERSITY, USA","DEPARTMENT OF COMPUTER SCIENCE AND SCHOOL OF COMPUTATIONAL SCIENCE AND INFORMATION TECHNOLOGY, FLORIDA STATE UNIVERSITY, USA"],"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF COMPUTER SCIENCE AND SCHOOL OF COMPUTATIONAL SCIENCE AND                        INFORMATION TECHNOLOGY, FLORIDA STATE UNIVERSITY, USA","institution_ids":["https://openalex.org/I103163165"]},{"raw_affiliation_string":"DEPARTMENT OF COMPUTER SCIENCE AND SCHOOL OF COMPUTATIONAL SCIENCE AND INFORMATION TECHNOLOGY, FLORIDA STATE UNIVERSITY, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079316675"],"corresponding_institution_ids":["https://openalex.org/I35777872"],"apc_list":null,"apc_paid":null,"fwci":2.4802,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9117891,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"4","first_page":"369","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9994000196456909,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9940000176429749,"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/monte-carlo-method","display_name":"Monte Carlo method","score":0.8876297473907471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7534257173538208},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.5458285808563232},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5327826738357544},{"id":"https://openalex.org/keywords/monte-carlo-integration","display_name":"Monte Carlo integration","score":0.490730881690979},{"id":"https://openalex.org/keywords/hybrid-monte-carlo","display_name":"Hybrid Monte Carlo","score":0.4866529107093811},{"id":"https://openalex.org/keywords/monte-carlo-molecular-modeling","display_name":"Monte Carlo molecular modeling","score":0.47298774123191833},{"id":"https://openalex.org/keywords/monte-carlo-method-in-statistical-physics","display_name":"Monte Carlo method in statistical physics","score":0.44957056641578674},{"id":"https://openalex.org/keywords/quasi-monte-carlo-method","display_name":"Quasi-Monte Carlo method","score":0.42040857672691345},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4202747344970703},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3601977825164795},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.3081432580947876},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17363673448562622},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09790828824043274}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.8876297473907471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7534257173538208},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.5458285808563232},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5327826738357544},{"id":"https://openalex.org/C132725507","wikidata":"https://www.wikidata.org/wiki/Q39879","display_name":"Monte Carlo integration","level":5,"score":0.490730881690979},{"id":"https://openalex.org/C13153151","wikidata":"https://www.wikidata.org/wiki/Q1639846","display_name":"Hybrid Monte Carlo","level":4,"score":0.4866529107093811},{"id":"https://openalex.org/C37669827","wikidata":"https://www.wikidata.org/wiki/Q6904703","display_name":"Monte Carlo molecular modeling","level":4,"score":0.47298774123191833},{"id":"https://openalex.org/C204493344","wikidata":"https://www.wikidata.org/wiki/Q6904698","display_name":"Monte Carlo method in statistical physics","level":5,"score":0.44957056641578674},{"id":"https://openalex.org/C63320529","wikidata":"https://www.wikidata.org/wiki/Q7269435","display_name":"Quasi-Monte Carlo method","level":5,"score":0.42040857672691345},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4202747344970703},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3601977825164795},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.3081432580947876},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17363673448562622},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09790828824043274},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/10943420030174003","is_oa":false,"landing_page_url":"https://doi.org/10.1177/10943420030174003","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.90.2254","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.2254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.fsu.edu/~mascagni/papers/RIJP2003_3.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W144775263","https://openalex.org/W579489146","https://openalex.org/W1487379499","https://openalex.org/W1566022718","https://openalex.org/W1843970666","https://openalex.org/W1992801171","https://openalex.org/W2039088133","https://openalex.org/W2064936870","https://openalex.org/W2086611351","https://openalex.org/W2102827395","https://openalex.org/W2111996486","https://openalex.org/W2140332639","https://openalex.org/W2144795051","https://openalex.org/W2154010459","https://openalex.org/W2479518335","https://openalex.org/W2495261510"],"related_works":["https://openalex.org/W4294677683","https://openalex.org/W4367155567","https://openalex.org/W590971457","https://openalex.org/W2019600130","https://openalex.org/W1548972748","https://openalex.org/W2364466961","https://openalex.org/W3107111207","https://openalex.org/W1987325317","https://openalex.org/W4253585948","https://openalex.org/W2026465639"],"abstract_inverted_index":{"Monte":[0,37,77,87,97,115,133],"Carlo":[1,38,78,88,98,116,134],"applications":[2,90],"are":[3],"widely":[4],"perceived":[5],"as":[6],"computationally":[7],"intensive":[8],"but":[9],"naturally":[10],"parallel.":[11],"Therefore,":[12],"they":[13],"can":[14],"be":[15],"effectively":[16],"executed":[17],"on":[18,31,44],"the":[19,22,33,49,52,59,84,93,106,114],"Grid":[20,41,79],"using":[21],"dynamic":[23],"bag-of-work":[24],"model.":[25],"In":[26],"this":[27],"paper":[28],"we":[29,47,63,82],"concentrate":[30],"analyzing":[32,58],"characteristics":[34],"of":[35,51,86,96,130],"large-scale":[36],"computation":[39,135],"for":[40,76],"computing.":[42,80],"Based":[43],"these":[45,119],"analyses,":[46],"improve":[48],"efficiency":[50],"subtask-scheduling":[53],"scheme":[54],"by":[55,91,100],"implementing":[56],"and":[57,62,99],"\u201cN-out-of-M\u201d":[60],"strategy,":[61],"develop":[64],"a":[65,73,123],"Monte-Carlo-specific":[66],"lightweight":[67],"checkpoint":[68],"technique,":[69],"which":[70],"leads":[71],"to":[72,122],"performance":[74],"improvement":[75],"Also,":[81],"enhance":[83],"trustworthiness":[85],"Grid-computing":[89,125],"utilizing":[92,105],"statistical":[94],"nature":[95],"cryptographically":[101],"validating":[102],"intermediate":[103],"results":[104],"random":[107],"number":[108],"generator":[109],"already":[110],"in":[111,113],"use":[112],"application.":[117],"All":[118],"techniques":[120],"lead":[121],"high-performance":[124],"infrastructure":[126],"that":[127],"is":[128],"capable":[129],"providing":[131],"trustworthy":[132],"services.":[136]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
