{"id":"https://openalex.org/W4296899992","doi":"https://doi.org/10.1007/978-3-031-17196-3_21","title":"Real-Time Visualization of\u00a0Stream-Based Monitoring Data","display_name":"Real-Time Visualization of\u00a0Stream-Based Monitoring Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296899992","doi":"https://doi.org/10.1007/978-3-031-17196-3_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17196-3_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-17196-3_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-17196-3_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-17196-3_21.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014234993","display_name":"Jan Baumeister","orcid":"https://orcid.org/0000-0002-8891-7483"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Baumeister","raw_affiliation_strings":["CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8891-7483","affiliations":[{"raw_affiliation_string":"CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210128801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048189898","display_name":"Bernd Finkbeiner","orcid":"https://orcid.org/0000-0002-4280-8441"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Finkbeiner","raw_affiliation_strings":["CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4280-8441","affiliations":[{"raw_affiliation_string":"CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210128801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000173125","display_name":"Stefan Gumhold","orcid":"https://orcid.org/0000-0003-2467-5734"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Gumhold","raw_affiliation_strings":["Technische Universit\u00e4t Dresden, 01069, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Dresden, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089087791","display_name":"Malte Schledjewski","orcid":"https://orcid.org/0000-0002-5221-9253"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Malte Schledjewski","raw_affiliation_strings":["CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5221-9253","affiliations":[{"raw_affiliation_string":"CISPA Helmholtz Center for Information Security, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210128801"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014234993"],"corresponding_institution_ids":["https://openalex.org/I4210128801"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.6955,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80918082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9871000051498413,"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/computer-science","display_name":"Computer science","score":0.8870828151702881},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8276318311691284},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6454012393951416},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5550652146339417},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5006778240203857},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4935699701309204},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.48184049129486084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.466337651014328},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4517282545566559},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4413924813270569},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.419231116771698},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.412078857421875},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08030262589454651}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8870828151702881},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8276318311691284},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6454012393951416},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5550652146339417},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5006778240203857},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4935699701309204},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.48184049129486084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.466337651014328},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4517282545566559},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4413924813270569},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.419231116771698},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.412078857421875},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08030262589454651},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17196-3_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-17196-3_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-17196-3_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-17196-3_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-17196-3_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-17196-3_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296899992.pdf","grobid_xml":"https://content.openalex.org/works/W4296899992.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1497515134","https://openalex.org/W1575809242","https://openalex.org/W1740522204","https://openalex.org/W2028637393","https://openalex.org/W2030155517","https://openalex.org/W2094909208","https://openalex.org/W2101804404","https://openalex.org/W2113012730","https://openalex.org/W2124130656","https://openalex.org/W2125202255","https://openalex.org/W2238768211","https://openalex.org/W2523125815","https://openalex.org/W2542382099","https://openalex.org/W2588344882","https://openalex.org/W2608488893","https://openalex.org/W2751867703","https://openalex.org/W2753555418","https://openalex.org/W2789892040","https://openalex.org/W2888811801","https://openalex.org/W2899781265","https://openalex.org/W2961558634","https://openalex.org/W2979502960","https://openalex.org/W3046292244","https://openalex.org/W3137244062","https://openalex.org/W4285133655"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W4361801939","https://openalex.org/W4225274103","https://openalex.org/W2013728941"],"abstract_inverted_index":{"Abstract":[0],"Stream-based":[1],"runtime":[2],"monitors":[3],"are":[4],"used":[5],"in":[6,33],"safety-critical":[7],"applications":[8],"such":[9,37],"as":[10,139,164,166],"Unmanned":[11],"Aerial":[12],"Systems":[13],"(UAS)":[14],"to":[15,145,160,167],"compute":[16],"comprehensive":[17],"statistics":[18],"and":[19,79,81,83,143,169],"logical":[20],"assessments":[21],"of":[22,42,73,85,113,121,132],"system":[23],"health":[24],"that":[25,105],"provide":[26],"the":[27,43,52,71,94,103,106,111,114,119,129,133,146],"human":[28],"operator":[29],"with":[30],"critical":[31],"information":[32],"hand-over":[34],"situations.":[35],"In":[36,154],"applications,":[38],"a":[39,57,90,150],"visual":[40],"display":[41],"monitoring":[44,96,172],"data":[45,67,74,108,134],"can":[46,136],"be":[47,137],"much":[48],"more":[49,58],"helpful":[50],"than":[51,118],"textual":[53],"alerts":[54],"provided":[55],"by":[56],"traditional":[59],"user":[60,86],"interface.":[61,153],"This":[62],"visualization":[63,91,124,147],"requires":[64],"extensive":[65],"real-time":[66],"processing,":[68],"which":[69],"includes":[70],"synchronization":[72],"from":[75],"different":[76],"streams,":[77],"filtering":[78],"aggregation,":[80],"priorization":[82],"management":[84],"attention.":[87],"We":[88,126],"present":[89],"approach":[92,99,158],"for":[93],"RTLola":[95,140],"framework.":[97],"Our":[98],"is":[100,110],"based":[101],"on":[102],"principle":[104],"necessary":[107],"processing":[109],"responsibility":[112,120],"monitor":[115],"itself,":[116],"rather":[117],"some":[122],"external":[123],"tool.":[125],"show":[127],"how":[128],"various":[130],"aspects":[131],"transformation":[135],"described":[138],"stream":[141],"equations":[142],"linked":[144],"component":[148],"through":[149],"bidirectional":[151],"synchronous":[152],"our":[155],"experience,":[156],"this":[157],"leads":[159],"highly":[161],"informative":[162],"visualizations":[163],"well":[165],"understandable":[168],"easily":[170],"maintainable":[171],"code.":[173]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}