{"id":"https://openalex.org/W3089190062","doi":"https://doi.org/10.1145/3387940.3392216","title":"Finding Load Inducing Test Scenarios Using Genetic Algorithms and Tree Based Encoding","display_name":"Finding Load Inducing Test Scenarios Using Genetic Algorithms and Tree Based Encoding","publication_year":2020,"publication_date":"2020-06-27","ids":{"openalex":"https://openalex.org/W3089190062","doi":"https://doi.org/10.1145/3387940.3392216","mag":"3089190062"},"language":"en","primary_location":{"id":"doi:10.1145/3387940.3392216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3387940.3392216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops","raw_type":"proceedings-article"},"type":"article","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/A5002584544","display_name":"E. Apak","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ege Apak","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089239701","display_name":"Ay\u015fe Tosun","orcid":"https://orcid.org/0000-0003-1859-7872"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ayse Tosun","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16573557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7289303541183472},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.6526211500167847},{"id":"https://openalex.org/keywords/load-testing","display_name":"Load testing","score":0.6182658076286316},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5272212028503418},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.48083266615867615},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4783591628074646},{"id":"https://openalex.org/keywords/scenario-testing","display_name":"Scenario testing","score":0.4653514325618744},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.46118977665901184},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43779605627059937},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.434223473072052},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3217126131057739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2608935832977295},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10732796788215637},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1068907082080841},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09805196523666382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289303541183472},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6526211500167847},{"id":"https://openalex.org/C48460631","wikidata":"https://www.wikidata.org/wiki/Q4311799","display_name":"Load testing","level":2,"score":0.6182658076286316},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5272212028503418},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.48083266615867615},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4783591628074646},{"id":"https://openalex.org/C80519477","wikidata":"https://www.wikidata.org/wiki/Q3532236","display_name":"Scenario testing","level":3,"score":0.4653514325618744},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.46118977665901184},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43779605627059937},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.434223473072052},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3217126131057739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2608935832977295},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10732796788215637},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1068907082080841},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09805196523666382},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3387940.3392216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3387940.3392216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/57739","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/57739","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1969938843","https://openalex.org/W2074770709","https://openalex.org/W2080417081","https://openalex.org/W2154941531","https://openalex.org/W3149216967"],"related_works":["https://openalex.org/W4309227563","https://openalex.org/W1567814420","https://openalex.org/W2947911386","https://openalex.org/W3188516938","https://openalex.org/W2125022076","https://openalex.org/W3185403326","https://openalex.org/W2964728696","https://openalex.org/W4288411761","https://openalex.org/W2347378298","https://openalex.org/W58987432"],"abstract_inverted_index":{"Load":[0],"test":[1],"is":[2,35,53,77],"conducted":[3],"in":[4],"order":[5],"to":[6,10,33,83],"gain":[7],"an":[8],"insight":[9],"the":[11,22,38,68,85],"characteristics":[12],"of":[13,19,24,40,75],"a":[14,27,42,48,61,72],"system":[15],"under":[16],"various":[17],"amount":[18,74],"load.":[20],"Since":[21],"combination":[23],"possible":[25,69],"actions":[26],"user":[28],"can":[29],"follow":[30],"from":[31],"start":[32],"finish":[34],"possibly":[36],"endless,":[37],"possibility":[39],"missing":[41],"load":[43,50,76],"inducing":[44],"scenario":[45,63],"by":[46,79],"using":[47,80],"traditional":[49],"testing":[51],"software":[52],"highly":[54],"probable.":[55],"In":[56],"this":[57],"work,":[58],"we":[59],"implement":[60],"rule-aided":[62],"generation":[64],"algorithm":[65],"and":[66],"find":[67],"scenarios":[70],"that":[71],"high":[73],"generated":[78],"genetic":[81],"algorithms":[82],"drive":[84],"search":[86],"forward.":[87]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
