{"id":"https://openalex.org/W3200998187","doi":"https://doi.org/10.1145/3462513","title":"A Survey on Resilience in the IoT","display_name":"A Survey on Resilience in the IoT","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W3200998187","doi":"https://doi.org/10.1145/3462513","mag":"3200998187"},"language":"en","primary_location":{"id":"doi:10.1145/3462513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3462513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3462513","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3462513","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052101345","display_name":"Christian Berger","orcid":"https://orcid.org/0000-0003-2754-9530"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Berger","raw_affiliation_strings":["University of Passau, Passau, Germany","[Univ. of Passau, Passau, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]},{"raw_affiliation_string":"[Univ. of Passau, Passau, Germany]","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083976858","display_name":"Philipp Eichhammer","orcid":"https://orcid.org/0000-0003-0604-4437"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Eichhammer","raw_affiliation_strings":["University of Passau, Passau, Germany","[Univ. of Passau, Passau, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]},{"raw_affiliation_string":"[Univ. of Passau, Passau, Germany]","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085415375","display_name":"Hans P. Reiser","orcid":"https://orcid.org/0000-0002-2815-5747"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans P. Reiser","raw_affiliation_strings":["University of Passau, Passau, Germany","[Univ. of Passau, Passau, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]},{"raw_affiliation_string":"[Univ. of Passau, Passau, Germany]","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049446644","display_name":"J\u00f6rg Domaschka","orcid":"https://orcid.org/0000-0002-5451-3480"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Domaschka","raw_affiliation_strings":["Ulm University, Ulm, Germany","Ulm Univ., Ulm, , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Ulm Univ., Ulm, , Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063859087","display_name":"Franz J. Hauck","orcid":"https://orcid.org/0000-0002-7480-9617"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franz J. Hauck","raw_affiliation_strings":["Ulm University, Ulm, Germany","Ulm Univ., Ulm, , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Ulm Univ., Ulm, , Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066257197","display_name":"Gerhard Habiger","orcid":"https://orcid.org/0000-0001-5603-3838"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Habiger","raw_affiliation_strings":["Ulm University, Ulm, Germany","Ulm Univ., Ulm, , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Ulm Univ., Ulm, , Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1299,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5270351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"54","issue":"7","first_page":"1","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9943000078201294,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9943000078201294,"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":0.9905999898910522,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9901000261306763,"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/computer-science","display_name":"Computer science","score":0.7979825735092163},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7640462517738342},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.760026752948761},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5516650080680847},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5059599280357361},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4885505139827728},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4271988272666931},{"id":"https://openalex.org/keywords/operability","display_name":"Operability","score":0.4190168082714081},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3097672760486603},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.19405782222747803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1074317991733551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7979825735092163},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7640462517738342},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.760026752948761},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5516650080680847},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5059599280357361},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4885505139827728},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4271988272666931},{"id":"https://openalex.org/C126231374","wikidata":"https://www.wikidata.org/wiki/Q1061298","display_name":"Operability","level":2,"score":0.4190168082714081},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3097672760486603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19405782222747803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1074317991733551},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3462513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3462513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3462513","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3462513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3462513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3462513","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1667166596","display_name":null,"funder_award_id":"01IS18068, SORRIR","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5128550973","display_name":null,"funder_award_id":"01IS18068","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G668142282","display_name":"OptSCORE: Selbstoptimierte Effizienz, Sicherheit und Robustheit f\u00fcr aktive Replikation","funder_award_id":"268730775","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7953413338","display_name":null,"funder_award_id":"268730775, OptSCORE","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3200998187.pdf","grobid_xml":"https://content.openalex.org/works/W3200998187.grobid-xml"},"referenced_works_count":116,"referenced_works":["https://openalex.org/W1493948443","https://openalex.org/W1615009901","https://openalex.org/W1863682313","https://openalex.org/W1975177131","https://openalex.org/W1976262362","https://openalex.org/W1980156780","https://openalex.org/W1989850654","https://openalex.org/W1990911977","https://openalex.org/W1993143336","https://openalex.org/W2023092315","https://openalex.org/W2025015023","https://openalex.org/W2036823834","https://openalex.org/W2062556108","https://openalex.org/W2084167723","https://openalex.org/W2107867209","https://openalex.org/W2116613408","https://openalex.org/W2129360963","https://openalex.org/W2137459517","https://openalex.org/W2138729760","https://openalex.org/W2145071552","https://openalex.org/W2152465173","https://openalex.org/W2159024459","https://openalex.org/W2167803967","https://openalex.org/W2171906256","https://openalex.org/W2182112800","https://openalex.org/W2263820755","https://openalex.org/W2292021756","https://openalex.org/W2360903897","https://openalex.org/W2392113277","https://openalex.org/W2440025422","https://openalex.org/W2472201937","https://openalex.org/W2514000247","https://openalex.org/W2515452363","https://openalex.org/W2519288941","https://openalex.org/W2525833315","https://openalex.org/W2560257463","https://openalex.org/W2578412880","https://openalex.org/W2579739707","https://openalex.org/W2590373591","https://openalex.org/W2606537796","https://openalex.org/W2607252733","https://openalex.org/W2615918556","https://openalex.org/W2621589142","https://openalex.org/W2735221370","https://openalex.org/W2738501932","https://openalex.org/W2742665190","https://openalex.org/W2750487218","https://openalex.org/W2750670292","https://openalex.org/W2755597067","https://openalex.org/W2763827256","https://openalex.org/W2765422939","https://openalex.org/W2775845333","https://openalex.org/W2794304309","https://openalex.org/W2794824705","https://openalex.org/W2798134103","https://openalex.org/W2801273934","https://openalex.org/W2805348733","https://openalex.org/W2805930283","https://openalex.org/W2807874172","https://openalex.org/W2809697408","https://openalex.org/W2810097037","https://openalex.org/W2883140778","https://openalex.org/W2883190183","https://openalex.org/W2885545845","https://openalex.org/W2887892418","https://openalex.org/W2889397393","https://openalex.org/W2891048762","https://openalex.org/W2891053519","https://openalex.org/W2896143299","https://openalex.org/W2897317743","https://openalex.org/W2899874511","https://openalex.org/W2901849107","https://openalex.org/W2902611619","https://openalex.org/W2903798343","https://openalex.org/W2904129194","https://openalex.org/W2922149035","https://openalex.org/W2935047029","https://openalex.org/W2938814935","https://openalex.org/W2944303438","https://openalex.org/W2945722842","https://openalex.org/W2952166300","https://openalex.org/W2952730772","https://openalex.org/W2955014922","https://openalex.org/W2963619937","https://openalex.org/W2963860791","https://openalex.org/W2964272149","https://openalex.org/W2964299618","https://openalex.org/W2965253281","https://openalex.org/W2968493828","https://openalex.org/W2970260046","https://openalex.org/W2972466827","https://openalex.org/W2976228003","https://openalex.org/W2979660840","https://openalex.org/W2982661883","https://openalex.org/W2990248047","https://openalex.org/W2999777856","https://openalex.org/W3003318749","https://openalex.org/W3010954760","https://openalex.org/W3013611019","https://openalex.org/W3014907911","https://openalex.org/W3029176236","https://openalex.org/W3041188700","https://openalex.org/W3047180833","https://openalex.org/W3081118847","https://openalex.org/W3096980218","https://openalex.org/W3097280437","https://openalex.org/W3098804373","https://openalex.org/W3105840141","https://openalex.org/W3106284536","https://openalex.org/W3106736588","https://openalex.org/W3112352665","https://openalex.org/W3124600629","https://openalex.org/W3137092842","https://openalex.org/W3200879036","https://openalex.org/W4232836212","https://openalex.org/W6634833259"],"related_works":["https://openalex.org/W1281918","https://openalex.org/W11177462","https://openalex.org/W11508541","https://openalex.org/W12204934","https://openalex.org/W11020380","https://openalex.org/W8317513","https://openalex.org/W6077262","https://openalex.org/W2063112","https://openalex.org/W8653742","https://openalex.org/W477383"],"abstract_inverted_index":{"Internet-of-Things":[0],"(IoT)":[1],"ecosystems":[2],"tend":[3],"to":[4,50,59,114],"grow":[5],"both":[6],"in":[7],"scale":[8],"and":[9,91,95,98,111],"complexity,":[10],"as":[11,41],"they":[12,42],"consist":[13],"of":[14,17,39,45,54,63,73,79,93,118,131],"a":[15,51,71,147],"variety":[16,53],"heterogeneous":[18],"devices":[19],"that":[20,57,104,125],"span":[21],"over":[22],"multiple":[23],"architectural":[24],"IoT":[25,32,81,151],"layers":[26],"(e.g.,":[27],"cloud,":[28],"edge,":[29],"sensors).":[30],"Further,":[31],"systems":[33,82,144],"increasingly":[34],"demand":[35],"the":[36,61,89,119,128],"resilient":[37,143],"operability":[38],"services,":[40],"become":[43],"part":[44,117],"critical":[46],"infrastructures.":[47],"This":[48],"leads":[49],"broad":[52],"research":[55,109],"works":[56],"aim":[58],"increase":[60],"resilience":[62,94,96,102,136],"these":[64],"systems.":[65,152],"In":[66,84],"this":[67],"article,":[68],"we":[69,86,121],"create":[70],"systematization":[72],"knowledge":[74],"about":[75],"existing":[76],"scientific":[77],"efforts":[78],"making":[80],"resilient.":[83],"particular,":[85],"first":[87],"discuss":[88,123],"taxonomy":[90],"classification":[92],"mechanisms":[97,103,137],"subsequently":[99],"survey":[100],"state-of-the-art":[101],"have":[105],"been":[106],"proposed":[107],"by":[108,145],"work":[110],"are":[112],"applicable":[113],"IoT.":[115],"As":[116],"survey,":[120],"also":[122],"questions":[124],"focus":[126],"on":[127,139],"practical":[129],"aspects":[130],"resilience,":[132],"e.g.,":[133],"which":[134],"constraints":[135],"impose":[138],"developers":[140],"when":[141],"designing":[142],"incorporating":[146],"specific":[148],"mechanism":[149],"into":[150]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2021-09-27T00:00:00"}
