{"id":"https://openalex.org/W6884853024","doi":"https://doi.org/10.13016/dspace/kjbz-mejg","title":"DYNAMIC PROGNOSTIC HEALTH MANAGEMENT FOR RESPONSE TIME BASED REMAINING USEFUL LIFE PREDICTION OF SOFTWARE SYSTEMS","display_name":"DYNAMIC PROGNOSTIC HEALTH MANAGEMENT FOR RESPONSE TIME BASED REMAINING USEFUL LIFE PREDICTION OF SOFTWARE SYSTEMS","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W6884853024","doi":"https://doi.org/10.13016/dspace/kjbz-mejg"},"language":"en","primary_location":{"id":"pmh:oai:drum.lib.umd.edu:1903/29914","is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/29914","pdf_url":"https://drum.lib.umd.edu/bitstreams/291a260e-e169-4f87-822e-e3a252983dd3/download","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,"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":"","raw_type":"Dissertation"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://drum.lib.umd.edu/bitstreams/291a260e-e169-4f87-822e-e3a252983dd3/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Islam, Mohammad Rubyet","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Islam, Mohammad Rubyet","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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":true,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.4018999934196472,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.4018999934196472,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.39250001311302185,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.06759999692440033,"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/prognostics","display_name":"Prognostics","score":0.8019999861717224},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.5343000292778015},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5230000019073486},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.512499988079071},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.492900013923645},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.476500004529953},{"id":"https://openalex.org/keywords/avionics-software","display_name":"Avionics software","score":0.4327999949455261},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"Software maintenance","score":0.4296000003814697},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.3783000111579895}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8019999861717224},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.7077999711036682},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.5343000292778015},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5230000019073486},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.512499988079071},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.492900013923645},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.476500004529953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43459999561309814},{"id":"https://openalex.org/C109905503","wikidata":"https://www.wikidata.org/wiki/Q4828920","display_name":"Avionics software","level":5,"score":0.4327999949455261},{"id":"https://openalex.org/C101317890","wikidata":"https://www.wikidata.org/wiki/Q940053","display_name":"Software maintenance","level":4,"score":0.4296000003814697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3815000057220459},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.3783000111579895},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.3723999857902527},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.36800000071525574},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.35899999737739563},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.34869998693466187},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3449999988079071},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.33559998869895935},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3352999985218048},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C50712370","wikidata":"https://www.wikidata.org/wiki/Q4269346","display_name":"Software fault tolerance","level":3,"score":0.30970001220703125},{"id":"https://openalex.org/C129529059","wikidata":"https://www.wikidata.org/wiki/Q2291518","display_name":"Corrective maintenance","level":3,"score":0.28850001096725464},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.27559998631477356},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.2669000029563904},{"id":"https://openalex.org/C123551368","wikidata":"https://www.wikidata.org/wiki/Q7122888","display_name":"Package development process","level":5,"score":0.2547000050544739}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:drum.lib.umd.edu:1903/29914","is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/29914","pdf_url":"https://drum.lib.umd.edu/bitstreams/291a260e-e169-4f87-822e-e3a252983dd3/download","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,"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":"","raw_type":"Dissertation"},{"id":"doi:10.13016/dspace/kjbz-mejg","is_oa":true,"landing_page_url":"https://doi.org/10.13016/dspace/kjbz-mejg","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Collection"}],"best_oa_location":{"id":"pmh:oai:drum.lib.umd.edu:1903/29914","is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/29914","pdf_url":"https://drum.lib.umd.edu/bitstreams/291a260e-e169-4f87-822e-e3a252983dd3/download","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,"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":"","raw_type":"Dissertation"},"sustainable_development_goals":[{"score":0.4551562964916229,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"},{"id":"https://openalex.org/F4320314093","display_name":"U.S. General Services Administration","ror":"https://ror.org/01kb3t575"},{"id":"https://openalex.org/F4320332467","display_name":"U.S. Air Force","ror":"https://ror.org/006gmme17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6884853024.pdf","grobid_xml":"https://content.openalex.org/works/W6884853024.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Prognostics":[0],"and":[1,48,131,171,198,207,223,227,304],"Health":[2],"Management":[3],"(PHM)":[4],"is":[5,28,74,86,262],"an":[6,153],"engineering":[7],"discipline":[8],"focused":[9],"on":[10,217,265,312],"predicting":[11],"the":[12,46,106,109,112,160,210,221,270],"future":[13],"point":[14],"at":[15],"which":[16,150],"systems":[17,44,167,188],"or":[18],"components":[19],"will":[20,102],"no":[21],"longer":[22],"perform":[23],"as":[24,31,118,190],"intended.":[25],"The":[26,233],"prediction":[27],"often":[29],"articulated":[30],"a":[32,75,203,213],"Remaining":[33],"Useful":[34],"Life":[35],"(RUL).":[36],"PHM":[37,163,179,296],"has":[38,52,239,254],"been":[39,54,240,256],"widely":[40],"applied":[41,300],"to":[42,88,105,165,183,205,282,287,301,309],"hardware":[43],"in":[45,111,236],"electronics":[47],"non-electronics":[49],"domains":[50],"but":[51,136],"not":[53,62],"explored":[55],"for":[56,155,168,186,269,276],"software":[57,60,83,119,122,129,132,166,187,214,302,313],"applications.":[58],"While":[59],"does":[61],"decay":[63],"over":[64,69],"time,":[65],"it":[66],"can":[67,151,180,298,306],"degrade":[68],"release":[70],"cycles.":[71],"Software":[72],"degradation":[73],"common":[76],"problem":[77],"faced":[78],"by":[79,242],"legacy":[80],"systems.":[81],"Today,":[82],"health":[84],"management":[85],"confined":[87],"diagnostic":[89,141],"assessments":[90],"that":[91,295],"identify":[92],"problems.":[93],"In":[94],"contrast,":[95],"prognostic":[96],"assessment":[97],"potentially":[98],"indicates":[99],"what":[100],"problems":[101],"become":[103],"detrimental":[104],"operation":[107],"of":[108,127,138,149,162,212,225],"system":[110,215],"future.":[113],"Relevant":[114],"research":[115],"areas":[116],"such":[117,189],"defect":[120],"prediction,":[121,124,134],"reliability":[123],"predictive":[125],"maintenance":[126,196],"software,":[128],"degradation,":[130],"performance":[133,228],"exist,":[135],"all":[137],"these":[139],"represent":[140],"models":[142],"built":[143],"upon":[144],"historical":[145],"data":[146,245,268],"\u2013":[147],"none":[148],"predict":[152,209],"RUL":[154,172,211,305],"software.":[156],"This":[157,200,291],"dissertation":[158,176,201,238],"addresses":[159,177],"application":[161],"concepts":[164,297],"fault":[169],"predictions":[170],"estimation.":[173],"Specifically,":[174],"this":[175,237],"how":[178],"be":[181,299,307],"used":[182],"make":[184,310],"decisions":[185,311],"version":[191],"update/upgrade,":[192],"module":[193],"changes,":[194],"rejuvenation,":[195],"schedules,":[197],"abandonment.":[199],"presents":[202],"method":[204],"prognostically":[206],"continuously":[208],"based":[216,264],"usage":[218],"parameters":[219,229],"(e.g.,":[220,230],"numbers":[222],"categories":[224],"releases)":[226],"response":[231],"time).":[232],"model":[234],"developed":[235],"validated":[241],"comparing":[243],"actual":[244],"generated":[246],"using":[247],"test":[248,274],"beds.":[249],"Statistical":[250],"validation":[251],"(regression":[252],"validation)":[253],"also":[255],"carried":[257],"out.":[258],"A":[259],"case":[260,292],"study":[261,293],"presented":[263],"publicly":[266],"available":[267],"Bugzilla":[271,278],"application.":[272],"Controlled":[273],"beds":[275],"multiple":[277],"releases":[279],"are":[280],"prepared":[281],"formulate":[283],"standard":[284],"staging":[285],"environments":[286],"populate":[288],"relevant":[289],"data.":[290],"demonstrates":[294],"systems,":[303],"calculated":[308],"management.":[314]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
