{"id":"https://openalex.org/W2139604788","doi":"https://doi.org/10.1109/pads.2010.5471652","title":"Exploring Multi-Grained Parallelism in Compute-Intensive DEVS Simulations","display_name":"Exploring Multi-Grained Parallelism in Compute-Intensive DEVS Simulations","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2139604788","doi":"https://doi.org/10.1109/pads.2010.5471652","mag":"2139604788"},"language":"en","primary_location":{"id":"doi:10.1109/pads.2010.5471652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2010.5471652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Workshop on Principles of Advanced and Distributed Simulation","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/A5101600614","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0002-8485-3582"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ONT, Canada","Dept. of Syst.&Comput. Eng., Carleton Univ., Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ONT, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Dept. of Syst.&Comput. Eng., Carleton Univ., Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030054278","display_name":"Gabriel Wainer","orcid":"https://orcid.org/0000-0003-3366-9184"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gabriel Wainer","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ONT, Canada","Dept. of Syst.&Comput. Eng., Carleton Univ., Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ONT, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Dept. of Syst.&Comput. Eng., Carleton Univ., Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101600614"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":1.2086,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83109447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9944000244140625,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.992900013923645,"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/computer-science","display_name":"Computer science","score":0.8736571073532104},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.8343368768692017},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6682414412498474},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.6324287056922913},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.5804746747016907},{"id":"https://openalex.org/keywords/devs","display_name":"DEVS","score":0.5274303555488586},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.5147767066955566},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4976027309894562},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.42083504796028137},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.2104322910308838},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.06397223472595215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8736571073532104},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.8343368768692017},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6682414412498474},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6324287056922913},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.5804746747016907},{"id":"https://openalex.org/C68757728","wikidata":"https://www.wikidata.org/wiki/Q911082","display_name":"DEVS","level":3,"score":0.5274303555488586},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.5147767066955566},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4976027309894562},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.42083504796028137},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.2104322910308838},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.06397223472595215},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pads.2010.5471652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2010.5471652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Workshop on Principles of Advanced and Distributed Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.169.7263","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.169.7263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cell-devs.sce.carleton.ca/publications/2010/LW10a/PADS2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W120905807","https://openalex.org/W1487278226","https://openalex.org/W1560684572","https://openalex.org/W1574212434","https://openalex.org/W1978319530","https://openalex.org/W2001598892","https://openalex.org/W2037293891","https://openalex.org/W2059807497","https://openalex.org/W2076535184","https://openalex.org/W2078005650","https://openalex.org/W2080393180","https://openalex.org/W2082064480","https://openalex.org/W2084588799","https://openalex.org/W2118500580","https://openalex.org/W2119241261","https://openalex.org/W2123483967","https://openalex.org/W2126952393","https://openalex.org/W2139613964","https://openalex.org/W2158316079","https://openalex.org/W2159456929","https://openalex.org/W2166437339","https://openalex.org/W2170996092","https://openalex.org/W2244657673","https://openalex.org/W2267176325","https://openalex.org/W4230938354","https://openalex.org/W4232165342","https://openalex.org/W4298135007","https://openalex.org/W6678653253"],"related_works":["https://openalex.org/W2248184567","https://openalex.org/W1602403167","https://openalex.org/W2120785414","https://openalex.org/W1989823508","https://openalex.org/W2057670835","https://openalex.org/W2887867580","https://openalex.org/W1554644772","https://openalex.org/W2003935582","https://openalex.org/W3148871973","https://openalex.org/W2950520577"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,79,84],"computing":[3],"technique":[4],"for":[5],"efficient":[6],"parallel":[7],"simulation":[8,47,77],"of":[9,51,78,86],"compute-intensive":[10],"DEVS":[11],"models":[12],"on":[13],"the":[14,27,39,46,52,58,66,76],"IBM":[15],"Cell":[16],"processor,":[17],"combining":[18],"multi-grained":[19],"parallelism":[20,43,60],"and":[21,63,68,100],"various":[22],"optimizations":[23],"to":[24,88,97],"speed":[25],"up":[26,87],"event":[28],"execution.":[29],"Unlike":[30],"most":[31,50],"existing":[32],"parallelization":[33,67],"strategies,":[34],"our":[35],"approach":[36],"explicitly":[37],"exploits":[38],"massive":[40],"fine-grained":[41],"event-level":[42],"inherent":[44],"in":[45],"process,":[48],"while":[49],"logical":[53],"processes":[54],"are":[55],"virtualized,":[56],"making":[57],"achievable":[59],"more":[61],"deterministic":[62],"predictable.":[64],"Together,":[65],"optimization":[69],"strategies":[70],"produced":[71],"promising":[72],"experimental":[73],"results,":[74],"accelerating":[75],"3D":[80],"environmental":[81],"model":[82],"by":[83],"factor":[85],"33.06.":[89],"The":[90],"proposed":[91],"methods":[92],"can":[93],"also":[94],"be":[95],"applied":[96],"other":[98],"multicore":[99],"shared-memory":[101],"architectures.":[102]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
