{"id":"https://openalex.org/W52474453","doi":null,"title":"A Networked Dataflow Simulation Environment for Signal Processing and Data Mining Applications","display_name":"A Networked Dataflow Simulation Environment for Signal Processing and Data Mining Applications","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W52474453","mag":"52474453"},"language":"en","primary_location":{"id":"pmh:oai:drum.lib.umd.edu:1903/13561","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/13561","pdf_url":"http://hdl.handle.net/1903/13561","source":{"id":"https://openalex.org/S4306401518","display_name":"University Libraries (University of Maryland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1903/13561","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073505597","display_name":"Stephen Won","orcid":"https://orcid.org/0009-0002-2942-1338","observed_orcids":["https://orcid.org/0009-0002-2942-1338"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stephen Won","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5073505597"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.1931000053882599,"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":0.1931000053882599,"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/T14270","display_name":"Simulation and Modeling Applications","score":0.14100000262260437,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.13650000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-flow-graphs","display_name":"data flow graphs","score":0.8840000033378601},{"id":"https://openalex.org/keywords/simulation-environment","display_name":"simulation environment","score":0.6940000057220459},{"id":"https://openalex.org/keywords/co-simulation","display_name":"co-simulation","score":0.8960000276565552},{"id":"https://openalex.org/keywords/dataflow-scheduling","display_name":"dataflow scheduling","score":0.722000002861023},{"id":"https://openalex.org/keywords/heterogeneous-systems","display_name":"heterogeneous systems","score":0.4860000014305115},{"id":"https://openalex.org/keywords/data-mining-systems","display_name":"data mining systems","score":0.7839999794960022}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.9291962385177612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415334582328796},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.565540075302124},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5497867465019226},{"id":"https://openalex.org/C176727019","wikidata":"https://www.wikidata.org/wiki/Q1172415","display_name":"Dataflow architecture","level":3,"score":0.4774266183376312},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.452642023563385},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.45212817192077637},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42344197630882263},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.41846320033073425},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.29143911600112915},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1856573522090912},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1733885109424591},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14301389455795288},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.12288990616798401},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:drum.lib.umd.edu:1903/13561","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/13561","pdf_url":"http://hdl.handle.net/1903/13561","source":{"id":"https://openalex.org/S4306401518","display_name":"University Libraries (University of Maryland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:52474453","doi":null,"is_oa":false,"landing_page_url":"https://drum.lib.umd.edu/bitstream/1903/13561/1/Won_umd_0117N_13869.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:drum.lib.umd.edu:1903/13561","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/13561","pdf_url":"http://hdl.handle.net/1903/13561","source":{"id":"https://openalex.org/S4306401518","display_name":"University Libraries (University of Maryland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W52474453.pdf","grobid_xml":"https://content.openalex.org/works/W52474453.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W30169036","https://openalex.org/W204780073","https://openalex.org/W1498034611","https://openalex.org/W1518754760","https://openalex.org/W2023933711","https://openalex.org/W2033872646","https://openalex.org/W2040898642","https://openalex.org/W2042184615","https://openalex.org/W2068890580","https://openalex.org/W2090678240","https://openalex.org/W2099708664","https://openalex.org/W2099931684","https://openalex.org/W2102302373","https://openalex.org/W2110417760","https://openalex.org/W2114780867","https://openalex.org/W2117909050","https://openalex.org/W2119960491","https://openalex.org/W2122000200","https://openalex.org/W2125551943","https://openalex.org/W2131441094","https://openalex.org/W2139570195","https://openalex.org/W2151103935","https://openalex.org/W2151415616","https://openalex.org/W2162747054","https://openalex.org/W2164128653"],"related_works":["https://openalex.org/W7097972900","https://openalex.org/W6949973308","https://openalex.org/W4253770858","https://openalex.org/W2117909050","https://openalex.org/W1968412103","https://openalex.org/W2060648632","https://openalex.org/W1956184086","https://openalex.org/W7096073355","https://openalex.org/W7099763705","https://openalex.org/W2599995827"],"abstract_inverted_index":{"In":[0,56],"networked":[1,78,109,135],"signal":[2,110,155],"processing":[3,13,111,156],"systems,":[4,27],"dataflow":[5,37,123],"graphs":[6,38],"can":[7],"be":[8],"used":[9],"to":[10,19,49],"describe":[11],"the":[12,21,31,44,50,53,66,82,88,93,145,150],"on":[14],"individual":[15,35,54],"network":[16,45,83,121],"nodes.":[17],"However,":[18],"analyze":[20],"correctness":[22],"and":[23,80,122,132,157],"performance":[24],"of":[25,52,77,96,108,117,134,147,152],"these":[26,34],"designers":[28],"must":[29],"understand":[30],"interactions":[32],"across":[33,43],"\"node-level''":[36],"---":[39,46],"as":[40],"they":[41],"communicate":[42],"in":[47,149],"addition":[48],"characteristics":[51],"graphs.":[55],"this":[57],"thesis,":[58],"we":[59],"present":[60,138],"a":[61,97,114,153],"novel":[62,102,115],"simulation":[63,107,131],"environment,":[64],"called":[65],"NS-2":[67],"--":[68],"TDIF":[69],"SIMulation":[70],"environment":[71,128],"(NT-SIM).":[72],"NT-SIM":[73,127,148],"provides":[74],"integrated":[75],"co-simulation":[76],"systems":[79],"combines":[81],"analysis":[84,133],"capabilities":[85,95],"provided":[86],"by":[87],"Network":[89],"Simulator":[90],"(ns)":[91],"with":[92],"scheduling":[94],"dataflow-based":[98],"framework,":[99],"thereby":[100],"providing":[101],"features":[103],"for":[104,120],"more":[105],"comprehensive":[106,130],"systems.":[112,136],"Through":[113],"integration":[116],"advanced":[118],"tools":[119],"graph":[124],"simulation,":[125],"our":[126],"allows":[129],"We":[137],"two":[139],"case":[140],"studies":[141],"that":[142],"concretely":[143],"demonstrate":[144],"utility":[146],"contexts":[151],"heterogeneous":[154],"data":[158],"mining":[159],"system":[160],"design.":[161]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2016-06-24T00:00:00"}