{"id":"https://openalex.org/W2533904192","doi":null,"title":"Supporting Fault Tolerance in the Internet of Things","display_name":"Supporting Fault Tolerance in the Internet of Things","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2533904192","mag":"2533904192"},"language":"en","primary_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt2mp3t4k2","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/2mp3t4k2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"},"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/A5081365930","display_name":"Sen Zhou","orcid":"https://orcid.org/0009-0002-3186-2060","observed_orcids":["https://orcid.org/0009-0002-3186-2060"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sen Zhou","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-3186-2060","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5081365930"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8842999935150146,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8842999935150146,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.03849999979138374,"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":0.016200000420212746,"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/fault-tolerance","display_name":"fault tolerance","score":0.7730000019073486},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9990000128746033},{"id":"https://openalex.org/keywords/service-oriented-architecture","display_name":"service-oriented architecture","score":0.7929999828338623},{"id":"https://openalex.org/keywords/iot-middleware","display_name":"IoT middleware","score":0.9100000262260437},{"id":"https://openalex.org/keywords/device-heterogeneity","display_name":"heterogeneous devices","score":0.7110000252723694},{"id":"https://openalex.org/keywords/dynamic-binding","display_name":"dynamic binding","score":0.5479999780654907},{"id":"https://openalex.org/keywords/virtual-services","display_name":"virtual services","score":0.7409999966621399},{"id":"https://openalex.org/keywords/sensor-data-correlation","display_name":"sensor correlation","score":0.5730000138282776},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.6290000081062317},{"id":"https://openalex.org/keywords/integer-quadratic-programming","display_name":"integer quadratic programming","score":0.7910000085830688},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.796999990940094},{"id":"https://openalex.org/keywords/nsga-ii","display_name":"NSGA-II","score":0.9129999876022339},{"id":"https://openalex.org/keywords/service-discovery","display_name":"service discovery","score":0.5379999876022339},{"id":"https://openalex.org/keywords/service-mapping","display_name":"service mapping","score":0.9139999747276306},{"id":"https://openalex.org/keywords/service-execution","display_name":"service execution","score":0.6029999852180481},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"quality of service","score":0.640999972820282},{"id":"https://openalex.org/keywords/failure-resilience","display_name":"failure resilience","score":0.49399998784065247},{"id":"https://openalex.org/keywords/smart-home","display_name":"home automation","score":0.5630000233650208},{"id":"https://openalex.org/keywords/smart-office","display_name":"smart office","score":0.38999998569488525},{"id":"https://openalex.org/keywords/location-policy","display_name":"location policy","score":0.4410000145435333},{"id":"https://openalex.org/keywords/multi-objective-genetic-algorithm","display_name":"multi-objective genetic algorithm","score":0.4869999885559082},{"id":"https://openalex.org/keywords/multi-objective-evolutionary-algorithms","display_name":"multi-objective evolutionary algorithms","score":0.40400001406669617}],"concepts":[{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.7051663994789124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6951385736465454},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.6162183880805969},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5803167223930359},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.49738457798957825},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.49375709891319275},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.48288559913635254},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.46941930055618286},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43700727820396423},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4112016260623932},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3301212191581726},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.24617868661880493},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2296561896800995},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.1959550678730011},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10528218746185303},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:escholarship.org/ark:/13030/qt2mp3t4k2","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/2mp3t4k2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"},{"id":"pmh:qt2mp3t4k2","doi":null,"is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/2mp3t4k2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhou, Sen. (2015). Supporting Fault Tolerance in the Internet of Things. UC Irvine: Electrical and Computer Engineering. Retrieved from: http://www.escholarship.org/uc/item/2mp3t4k2","raw_type":"dissertation"},{"id":"mag:2533904192","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/content/qt2mp3t4k2/qt2mp3t4k2.pdf?t=oeiqys","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":[{"score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"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/W2129167764","https://openalex.org/W3096106603","https://openalex.org/W2277359127","https://openalex.org/W3148354790","https://openalex.org/W2972534883","https://openalex.org/W3209012658","https://openalex.org/W3199873229","https://openalex.org/W6996866712","https://openalex.org/W4405909035","https://openalex.org/W4402926172"],"abstract_inverted_index":{"This":[0,74,118,148],"thesis":[1,249],"addresses":[2],"the":[3,9,69,82,92,150,192,210,214,224,272,278,314,367,402,405,441,459,475,488,522,530,534,558,578,591],"issue":[4,476],"of":[5,11,15,47,123,170,179,194,219,236,264,280,342,347,366,404,415,477,590],"fault":[6,16,201,205,274,481,508,526,592,603],"tolerance":[7,17,593],"in":[8,18,33,68,81,130,232,454,483,540],"Internet":[10],"Things(IoT).":[12],"The":[13,226],"goal":[14],"IoT":[19,35,48,124,127,175,188,484],"is":[20,149,451,518],"to":[21,24,54,60,77,103,109,121,132,161,190,197,207,222,270,290,303,392,400,433,456,458,503,520],"better":[22],"adapt":[23,457],"changing":[25,61,88],"environments":[26],"and":[27,44,58,101,108,126,181,305,369,399,426,447,514,556,599],"build":[28],"up":[29,56,466],"trustworthy":[30],"redundancy.":[31],"However,":[32],"real":[34],"deployment":[36,346],"scenarios":[37],"like":[38],"smart":[39],"homes":[40],"or":[41,326],"offices,":[42],"heterogeneity":[43],"constant":[45],"evolution":[46],"systems":[49],"pose":[50],"a":[51,87,167,177,204,208,251,383,422,428,494,582],"big":[52],"challenge":[53],"building":[55],"redundancies":[57],"adapting":[59],"environment.":[62],"Firstly,":[63],"heterogeneous":[64,136],"devices":[65,80,196,218,289],"are":[66,230,390,445],"deployed":[67,97],"environment":[70],"with":[71,86,98,105,115,176,321,412,581],"limited":[72],"duplications.":[73],"brings":[75,119],"challenges":[76,120],"find":[78],"redundant":[79],"first":[83],"place.":[84],"Secondly,":[85],"environment,":[89],"there":[90],"comes":[91],"need":[93],"for":[94,152,256,332,364,374,469,480,525,551],"devices,":[95,137],"though":[96],"different":[99,113,195,234,265],"purposes":[100],"capabilities,":[102],"collaborate":[104],"one":[106],"another":[107],"be":[110,146,268,511],"sharable":[111],"among":[112],"applications":[114,125],"QoS":[116],"requirements.":[117],"management":[122],"devices.":[128],"Thirdly,":[129],"order":[131,455,502],"achieve":[133,198],"failure-resilience":[134],"on":[135,295,313,576],"an":[138,187,292,541],"evolving":[139],"yet":[140],"lightweight":[141],"dynamic":[142],"binding":[143],"mechanism":[144],"should":[145],"designed.":[147],"basis":[151],"supporting":[153],"both":[154,553],"previous":[155],"points.In":[156],"this":[157,163,199,248,397],"dissertation,":[158],"we":[159,318,354,379,418,464,586],"propose":[160,277],"address":[162],"above":[164,228,597],"issues":[165],"from":[166,286,440,601],"service-oriented":[168],"point":[169],"view.":[171],"Service-Oriented":[172],"Architecture(SOA)":[173],"provides":[174],"abstraction":[178],"integratable":[180],"manageable":[182],"services.":[183,260],"We":[184,276,299,473,486,528,546],"have":[185],"designed":[186],"middleware":[189,211],"facilitate":[191],"cooperation":[193],"cross-modality":[200],"tolerance.":[202,275],"When":[203],"happens":[206],"device,":[209],"can":[212,319,571],"reconfigure":[213],"system":[215,273],"by":[216,532],"using":[217,309],"other":[220,287],"modalities":[221,266],"cover":[223],"fault.":[225],"three":[227,233],"problems":[229],"addressed":[231],"stages":[235,598],"service":[237,239,241,243,246,294,334,352,462,471],"management:":[238],"discovery,":[240,247],"mapping,":[242,353,378,398,411],"execution.":[244],"For":[245,351,376,408],"presents":[250],"sensing":[252],"device":[253,478,505],"adaptation":[254],"scheme":[255],"composing":[257],"more":[258,340,437],"available":[259,310],"In":[261,501],"IoT,":[262],"sensors":[263],"may":[267],"used":[269,391],"enhance":[271],"concept":[279],"virtual":[281,307,333,337,416,443],"services":[282,308,338,344,444],"which":[283,595],"use":[284,320,427],"data":[285,439],"sensor":[288,315,438],"replace":[291],"actual":[293],"some":[296],"faulty":[297],"device.":[298],"do":[300],"regression":[301,329],"analysis":[302],"identify":[304],"generate":[306],"sensors.":[311,350],"Depending":[312],"correlation":[316],"types,":[317],"recursive":[322],"least":[323],"squares":[324],"(RLS)":[325],"multivariate":[327],"adaptive":[328],"splines":[330],"(MARS)":[331],"generation.":[335],"These":[336],"provide":[339,587],"choices":[341],"backup":[343,349],"without":[345,498],"duplicate":[348],"separate":[355],"it":[356,381,420,517],"into":[357,382,421],"two":[358],"steps:":[359],"phase":[360,370,409,448],"1":[361],"pre-runtime":[362,377],"mapping":[363,373,450],"functionality":[365],"application":[368],"2":[371,410,449],"run-time":[372],"fault-tolerance.":[375],"model":[380,419,487],"quadratic":[384],"integer":[385,542],"programming":[386,543],"problem.":[387,407,500],"Location":[388],"policies":[389],"specify":[393],"user":[394],"preference":[395],"during":[396],"limit":[401],"size":[403],"QLP":[406],"abundant":[413],"provision":[414],"services,":[417],"multiobjective":[423,429],"optimization":[424],"problem":[425,492,531,538],"genetic":[430],"algorithm,":[431],"NSGA-ii,":[432],"solve":[434],"it.":[435],"With":[436],"network,":[442],"updated,":[446],"triggered":[452],"periodically":[453],"changed":[460],"environment.For":[461],"execution,":[463],"set":[465],"hierarchical":[467],"monitoring":[468,470,482,490,509,554,559],"status.":[472],"investigate":[474],"clustering":[479,491],"systems.":[485],"new":[489],"as":[493],"multiple":[495,535],"traveling":[496,536],"salesman":[497,537],"depot":[499],"detect":[504],"faults":[506],"quickly,":[507],"must":[510],"conducted":[512],"regularly":[513],"frequently.":[515],"Therefore,":[516],"desirable":[519],"reduce":[521],"communication":[523,579],"cost":[524],"monitoring.":[527],"define":[529],"extending":[533],"(mTSP)":[539],"(IP)":[544],"formulation.":[545],"also":[547,557],"present":[548],"heuristic":[549,569],"algorithms":[550,570],"constructing":[552],"clusters":[555],"route":[560],"within":[561],"each":[562],"cluster.":[563],"Simulation":[564],"results":[565],"show":[566],"that":[567],"our":[568,602],"deliver":[572],"near":[573],"optimal":[574],"solutions":[575],"reducing":[577],"cost,":[580],"low":[583],"complexity.":[584],"Finally,":[585],"detailed":[588],"design":[589],"framework,":[594],"incorporate":[596],"support":[600],"recovery":[604],"mechanism.":[605]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-10-28T00:00:00"}