{"id":"https://openalex.org/W2883475248","doi":"https://doi.org/10.1145/3194095.3194097","title":"Learning-based response time analysis in real-time embedded systems","display_name":"Learning-based response time analysis in real-time embedded systems","publication_year":2018,"publication_date":"2018-05-28","ids":{"openalex":"https://openalex.org/W2883475248","doi":"https://doi.org/10.1145/3194095.3194097","mag":"2883475248"},"language":"en","primary_location":{"id":"doi:10.1145/3194095.3194097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3194095.3194097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Software Qualities and Their Dependencies","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5063443669","display_name":"Mahshid Helali Moghadam","orcid":"https://orcid.org/0000-0003-3354-1463"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mahshid Helali Moghadam","raw_affiliation_strings":["RISE SICS V\u00e5ster\u00e5s and M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISE SICS V\u00e5ster\u00e5s and M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004738250","display_name":"Mehrdad Saadatmand","orcid":"https://orcid.org/0000-0002-1512-0844"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mehrdad Saadatmand","raw_affiliation_strings":["RISE SICS V\u00e5ster\u00e5s, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISE SICS V\u00e5ster\u00e5s, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004374106","display_name":"Markus Borg","orcid":"https://orcid.org/0000-0001-7879-4371"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Markus Borg","raw_affiliation_strings":["RISE SICS Lund, Lund, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISE SICS Lund, Lund, Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021919739","display_name":"Markus Bohlin","orcid":"https://orcid.org/0000-0003-1597-6738"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Markus Bohlin","raw_affiliation_strings":["RISE SICS V\u00e5ster\u00e5s, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISE SICS V\u00e5ster\u00e5s, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062612658","display_name":"Bj\u00f6rn Lisper","orcid":"https://orcid.org/0000-0001-5297-6548"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Lisper","raw_affiliation_strings":["M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"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":"21","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12810","display_name":"Real-time simulation and control systems","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8344157338142395},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.8106582760810852},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5571507811546326},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.550747275352478},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5227518081665039},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.4911164939403534},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.4257068932056427},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.41036301851272583},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.378610759973526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2562851905822754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11126673221588135},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08800613880157471}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8344157338142395},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.8106582760810852},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5571507811546326},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.550747275352478},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5227518081665039},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.4911164939403534},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.4257068932056427},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.41036301851272583},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.378610759973526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2562851905822754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11126673221588135},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08800613880157471},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3194095.3194097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3194095.3194097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Software Qualities and Their Dependencies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W150796594","https://openalex.org/W644998382","https://openalex.org/W652473773","https://openalex.org/W1490174819","https://openalex.org/W1522517002","https://openalex.org/W1529808767","https://openalex.org/W1964130339","https://openalex.org/W1971446127","https://openalex.org/W1990203485","https://openalex.org/W2076285066","https://openalex.org/W2114651022","https://openalex.org/W2121863487","https://openalex.org/W2123763420","https://openalex.org/W2125942774","https://openalex.org/W2140948502","https://openalex.org/W2148449768","https://openalex.org/W4214717370","https://openalex.org/W4235705169","https://openalex.org/W4250842682"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W1843100083","https://openalex.org/W1510578411","https://openalex.org/W1550753226","https://openalex.org/W2122498864","https://openalex.org/W2004694979"],"abstract_inverted_index":{"Response":[0],"time":[1,16,79,109],"analysis":[2,17,36,80],"is":[3,37,48],"an":[4],"essential":[5],"task":[6],"to":[7,22,51,85,91,100,139,149],"verify":[8],"the":[9,52,56,87,92,106,112,123,130,134,145,150],"behavior":[10],"of":[11,33,55,105,133,144],"real-time":[12,28,58,136],"systems.":[13,69],"Several":[14],"response":[15,78,94,108,152],"methods":[18],"have":[19],"been":[20],"proposed":[21,124],"address":[23],"this":[24,42,71],"challenge,":[25],"particularly":[26],"for":[27],"systems":[29,138],"with":[30],"different":[31],"levels":[32],"complexity.":[34],"Static":[35],"a":[38,76,102,141],"popular":[39],"approach":[40,81,97,125],"in":[41,67,129],"context,":[43],"but":[44],"its":[45],"practical":[46,103,142],"applicability":[47],"limited":[49],"due":[50],"high":[53],"complexity":[54],"industrial":[57,135],"systems,":[59],"as":[60,62],"well":[61],"many":[63],"unpredictable":[64],"runtime":[65],"events":[66],"these":[68],"In":[70],"work-in-progress":[72],"paper,":[73],"we":[74],"propose":[75],"simulation-based":[77],"using":[82],"reinforcement":[83],"learning":[84],"find":[86],"execution":[88,146],"scenarios":[89,147],"leading":[90,148],"worst-case":[93,107,151],"time.":[95],"The":[96],"learns":[98],"how":[99],"provide":[101,140],"estimation":[104,143],"through":[110],"simulating":[111],"program":[113],"without":[114],"performing":[115],"static":[116],"analysis.":[117],"Our":[118],"initial":[119],"study":[120],"suggests":[121],"that":[122],"could":[126],"be":[127],"applicable":[128],"simulation":[131],"environments":[132],"control":[137],"time.1":[153]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}