{"id":"https://openalex.org/W2160491751","doi":"https://doi.org/10.1109/dsn.2002.1029011","title":"Parallel randomization for large structured Markov chains","display_name":"Parallel randomization for large structured Markov chains","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2160491751","doi":"https://doi.org/10.1109/dsn.2002.1029011","mag":"2160491751"},"language":"en","primary_location":{"id":"doi:10.1109/dsn.2002.1029011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn.2002.1029011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings International Conference on Dependable Systems and Networks","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/A5108592838","display_name":"Peter Kemper","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"P. Kemper","raw_affiliation_strings":["Informatik IV, Universit\u00e4t Dortmund, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Informatik IV, Universit\u00e4t Dortmund, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108592838"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":0.7546,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74515343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"657","last_page":"666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9993000030517578,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7654235363006592},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7511446475982666},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6159662008285522},{"id":"https://openalex.org/keywords/multiprocessing","display_name":"Multiprocessing","score":0.6076318025588989},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.5139989256858826},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.4389740228652954},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.4194164276123047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15828865766525269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7654235363006592},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7511446475982666},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6159662008285522},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.6076318025588989},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.5139989256858826},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.4389740228652954},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.4194164276123047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15828865766525269},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsn.2002.1029011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn.2002.1029011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings International Conference on Dependable Systems and Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1500566338","https://openalex.org/W1511470875","https://openalex.org/W1534876514","https://openalex.org/W1596739056","https://openalex.org/W1603765807","https://openalex.org/W1655884486","https://openalex.org/W1846780041","https://openalex.org/W1969620704","https://openalex.org/W2009743150","https://openalex.org/W2015952670","https://openalex.org/W2049229863","https://openalex.org/W2061297568","https://openalex.org/W2067463757","https://openalex.org/W2090311494","https://openalex.org/W2102840360","https://openalex.org/W2107224406","https://openalex.org/W2107561541","https://openalex.org/W2118744069","https://openalex.org/W2121451727","https://openalex.org/W2146432221","https://openalex.org/W2150507951","https://openalex.org/W2153851383","https://openalex.org/W2169174934","https://openalex.org/W2562312425","https://openalex.org/W6629961777","https://openalex.org/W6632035625","https://openalex.org/W6636938487","https://openalex.org/W6676102781","https://openalex.org/W6682388337"],"related_works":["https://openalex.org/W1983557625","https://openalex.org/W3099313426","https://openalex.org/W4287593139","https://openalex.org/W1506547947","https://openalex.org/W4206811032","https://openalex.org/W2995605830","https://openalex.org/W4239424132","https://openalex.org/W2596457687","https://openalex.org/W3212757063","https://openalex.org/W2086123442"],"abstract_inverted_index":{"Multiprocessor":[0],"architectures":[1],"with":[2,28,47],"few":[3],"but":[4],"powerful":[5],"processors":[6],"are":[7,76],"gaining":[8],"more":[9,11],"and":[10,52,85],"popularity.":[12],"We":[13],"describe":[14],"a":[15,23,29,33,43,48,65,68,82,86],"parallel":[16,44],"iterative":[17],"algorithm":[18],"to":[19,90],"perform":[20],"randomization":[21],"for":[22,42,71],"continuous":[24],"time":[25],"Markov":[26],"chain":[27],"Kronecker":[30,38],"representation":[31,39],"on":[32,56,64,78],"shared":[34],"memory":[35],"architecture.":[36],"The":[37,59],"is":[40,62],"modified":[41],"matrix-vector":[45],"multiplication":[46,50],"fast":[49],"scheme":[51],"no":[53],"write":[54],"conflicts":[55],"iteration":[57],"vectors.":[58],"proposed":[60],"technique":[61],"applied":[63],"model":[66],"of":[67],"workstation":[69],"cluster":[70],"dependability":[72],"analysis,":[73],"corresponding":[74],"computations":[75],"performed":[77],"two":[79],"multiprocessor":[80],"architectures,":[81],"Sun":[83],"enterprise":[84],"SGI":[87],"Origin":[88],"2000":[89],"measure":[91],"its":[92],"performance.":[93]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}