{"id":"https://openalex.org/W2610700259","doi":null,"title":"Modeling and analysis of stochastic networks with shared resources.","display_name":"Modeling and analysis of stochastic networks with shared resources.","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2610700259","mag":"2610700259"},"language":"en","primary_location":{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/123328","doi":null,"is_oa":false,"landing_page_url":"https://deepblue.lib.umich.edu/bitstreams/c4f0b2a7-f89f-40f6-bedc-882b57035f4d/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057386868","display_name":"Ying\u2010Chao Hung","orcid":"https://orcid.org/0000-0002-7666-2233","observed_orcids":["https://orcid.org/0000-0002-7666-2233"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ying\u2010Chao Hung","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7666-2233","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5057386868"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.5913000106811523,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.5913000106811523,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.2628999948501587,"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":0.020400000736117363,"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/stochastic-networks","display_name":"stochastic networks","score":0.9359999895095825},{"id":"https://openalex.org/keywords/community-resources","display_name":"community resources","score":0.9890000224113464},{"id":"https://openalex.org/keywords/throughput-optimization","display_name":"throughput maximization","score":0.890999972820282},{"id":"https://openalex.org/keywords/delay-performance","display_name":"delay performance","score":0.8840000033378601},{"id":"https://openalex.org/keywords/load-balancing","display_name":"load balancing","score":0.8859999775886536},{"id":"https://openalex.org/keywords/reliability","display_name":"reliability","score":0.5329999923706055},{"id":"https://openalex.org/keywords/simulation-optimization","display_name":"simulation-based optimization","score":0.5360000133514404},{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"response surface methodology","score":0.6710000038146973},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.8550000190734863},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"multivariate adaptive regression splines","score":0.9229999780654907},{"id":"https://openalex.org/keywords/performance-indicators","display_name":"performance indicators","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4949340224266052}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/123328","doi":null,"is_oa":false,"landing_page_url":"https://deepblue.lib.umich.edu/bitstreams/c4f0b2a7-f89f-40f6-bedc-882b57035f4d/download","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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:2610700259","doi":null,"is_oa":false,"landing_page_url":"https://deepblue.lib.umich.edu/handle/2027.42/123328","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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1592356636","https://openalex.org/W2148994317","https://openalex.org/W2048806878","https://openalex.org/W2122891345","https://openalex.org/W1588879016","https://openalex.org/W2103098926","https://openalex.org/W7096237017","https://openalex.org/W7070905032","https://openalex.org/W2095304660","https://openalex.org/W1956888873"],"abstract_inverted_index":{"Traditional":[0],"network":[1],"models":[2,133,166],"have":[3],"played":[4],"an":[5],"important":[6],"role":[7],"over":[8],"the":[9,17,26,46,59,66,75,97,128,136,160,164,172,175,212,222,229,253,258,261,269],"last":[10],"four":[11],"decades":[12],"in":[13,16,201,276],"providing":[14],"insight":[15],"dynamics":[18,67],"of":[19,28,49,58,68,119,139,150,163,178,195,203,207,226,233,245,263],"telecommunication,":[20],"computer":[21,215],"and":[22,51,74,110,156,184,206],"manufacturing":[23],"systems.":[24,55],"At":[25],"core":[27],"database":[29],"management":[30],"systems,":[31],"high":[32],"speed":[33],"packet":[34],"switching":[35],"architectures,":[36,41],"online":[37],"computing,":[38],"web":[39],"server":[40],"etc.,":[42],"one":[43,87],"can":[44,95],"find":[45],"fundamental":[47],"features":[48,138],"Parallel":[50],"Distributed":[52],"Processing":[53],"(PDP)":[54],"The":[56,116],"goal":[57],"research":[60],"presented":[61],"here":[62],"is":[63,122,191,240,250],"to":[64,88,101,158,210,219],"study":[65],"PDP":[69],"systems":[70,98,143,197],"with":[71,80,99,242],"shared":[72],"resources":[73],"various":[76,102],"optimization":[77],"issues":[78],"arising":[79],"their":[81],"dynamical":[82],"behavior.":[83],"This":[84],"would":[85],"allow":[86],"construct":[89],"efficient":[90],"real-time":[91],"operational":[92],"schemes":[93],"which":[94],"optimize":[96],"respect":[100],"performance":[103,177],"metrics,":[104],"such":[105],"as":[106],"throughput,":[107],"job":[108],"delays":[109],"backlogs,":[111],"load":[112],"balancing,":[113],"reliability,":[114],"etc.":[115],"main":[117],"result":[118],"this":[120],"thesis":[121],"divided":[123],"into":[124],"two":[125,131],"parts.":[126],"In":[127,146,171,217],"first":[129],"part,":[130,174],"general":[132,237],"that":[134,193,252],"capture":[135,221],"basic":[137],"many":[140],"real":[141],"life":[142],"are":[144,154,182,198],"introduced.":[145],"addition,":[147],"a":[148,187,236,243,246],"class":[149],"dynamic":[151],"control":[152,180],"policies":[153,181],"introduced":[155],"shown":[157],"maximize":[159],"throughput":[161],"capacity":[162],"proposed":[165,254],"under":[167],"weak":[168],"stochastic":[169],"assumptions.":[170],"second":[173],"delay":[176],"several":[179],"examined":[183],"compared":[185],"via":[186],"simulation":[188,234],"study.":[189],"It":[190,249],"noted":[192,251],"simulations":[194],"large":[196],"expensive":[199],"both":[200],"terms":[202],"CPU":[204],"time":[205,208],"required":[209],"write":[211],"usually":[213],"custom-made":[214],"code.":[216],"order":[218],"adequately":[220],"underlying":[223],"response":[224],"surface":[225],"interest":[227],"using":[228],"smallest":[230],"possible":[231],"number":[232],"runs,":[235],"methodological":[238],"framework":[239],"introduced,":[241],"demonstration":[244],"few":[247],"examples.":[248],"flexible":[255],"methodology":[256],"borrows":[257],"ideas":[259],"from":[260],"field":[262],"experimental":[264],"design,":[265],"and,":[266],"it":[267],"outperforms":[268],"multivariate":[270],"adaptive":[271],"regression":[272],"splines":[273],"(MARS)":[274],"approach":[275],"prediction.":[277]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-15T10:00:46.086208","created_date":"2017-05-12T00:00:00"}