{"id":"https://openalex.org/W1995392967","doi":"https://doi.org/10.1145/2610384.2610414","title":"Integrated energy-directed test suite optimization","display_name":"Integrated energy-directed test suite optimization","publication_year":2014,"publication_date":"2014-07-11","ids":{"openalex":"https://openalex.org/W1995392967","doi":"https://doi.org/10.1145/2610384.2610414","mag":"1995392967"},"language":"en","primary_location":{"id":"doi:10.1145/2610384.2610414","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2610384.2610414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 International Symposium on Software Testing and Analysis","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/A5100449514","display_name":"Ding Li","orcid":"https://orcid.org/0000-0002-3953-0426"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ding Li","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067667405","display_name":"Yuchen Jin","orcid":"https://orcid.org/0000-0003-4518-8660"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuchen Jin","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072176851","display_name":"Cagri Sahin","orcid":"https://orcid.org/0000-0001-5800-6243"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cagri Sahin","raw_affiliation_strings":["University of Delaware, USA","University of Delaware, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, USA","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, , USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012290484","display_name":"James Clause","orcid":"https://orcid.org/0000-0003-2728-3840"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Clause","raw_affiliation_strings":["University of Delaware, USA","University of Delaware, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, USA","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, , USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036531724","display_name":"William G. J. Halfond","orcid":"https://orcid.org/0000-0003-4951-9367"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William G. J. Halfond","raw_affiliation_strings":["University of Southern California, USA","University of Southern , California , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern , California , USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9725,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.95700274,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9979000091552734,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.8040231466293335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7477335929870605},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.6457059383392334},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6425305604934692},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5834997892379761},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.49212878942489624},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4810045659542084},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4613388478755951},{"id":"https://openalex.org/keywords/system-under-test","display_name":"System under test","score":0.43369171023368835},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4319513142108917},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4199775755405426},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4155893921852112},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.4074075520038605},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29126739501953125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18108591437339783},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0776648223400116}],"concepts":[{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.8040231466293335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7477335929870605},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6457059383392334},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6425305604934692},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5834997892379761},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.49212878942489624},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4810045659542084},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4613388478755951},{"id":"https://openalex.org/C108913964","wikidata":"https://www.wikidata.org/wiki/Q2376856","display_name":"System under test","level":4,"score":0.43369171023368835},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4319513142108917},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4199775755405426},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4155893921852112},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.4074075520038605},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29126739501953125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18108591437339783},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0776648223400116},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2610384.2610414","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2610384.2610414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 International Symposium on Software Testing and Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.711.1449","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.711.1449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-bcf.usc.edu/%7Ehalfond/papers/li13greens.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1603219075","https://openalex.org/W1963976346","https://openalex.org/W1966736954","https://openalex.org/W1983885898","https://openalex.org/W1996047663","https://openalex.org/W2003801825","https://openalex.org/W2011233235","https://openalex.org/W2014515160","https://openalex.org/W2015380088","https://openalex.org/W2017634428","https://openalex.org/W2020369192","https://openalex.org/W2020538887","https://openalex.org/W2039907425","https://openalex.org/W2046830558","https://openalex.org/W2078619945","https://openalex.org/W2083577797","https://openalex.org/W2084973704","https://openalex.org/W2097204446","https://openalex.org/W2101134669","https://openalex.org/W2102727118","https://openalex.org/W2106485494","https://openalex.org/W2106676240","https://openalex.org/W2111454275","https://openalex.org/W2122097005","https://openalex.org/W2124567303","https://openalex.org/W2126841099","https://openalex.org/W2130169574","https://openalex.org/W2145032215","https://openalex.org/W2146066139","https://openalex.org/W2147117072","https://openalex.org/W2148772137","https://openalex.org/W2153342620","https://openalex.org/W2155246571","https://openalex.org/W2155891645","https://openalex.org/W2160003111","https://openalex.org/W2162376048","https://openalex.org/W2166616527","https://openalex.org/W2166760478","https://openalex.org/W2914040074","https://openalex.org/W3139907358","https://openalex.org/W3140655598","https://openalex.org/W3141512170","https://openalex.org/W3141699076","https://openalex.org/W4233319527","https://openalex.org/W4244255584"],"related_works":["https://openalex.org/W2061183036","https://openalex.org/W104651978","https://openalex.org/W2129761255","https://openalex.org/W2243231242","https://openalex.org/W2587114527","https://openalex.org/W2204156854","https://openalex.org/W1307934","https://openalex.org/W2040940479","https://openalex.org/W2114572461","https://openalex.org/W1978406750"],"abstract_inverted_index":{"In":[0,51],"situ":[1,37],"testing":[2,135],"techniques":[3,25,57],"have":[4],"become":[5],"an":[6,87],"important":[7],"means":[8],"of":[9,13,34,48,91,105,133],"ensuring":[10],"the":[11,21,31,44,95,106,134],"reliability":[12],"embedded":[14],"systems":[15],"after":[16],"they":[17],"are":[18],"deployed":[19],"in":[20,36,62,116],"field.":[22],"However,":[23],"these":[24,49],"do":[26],"not":[27],"help":[28],"testers":[29,69],"optimize":[30],"energy":[32,129],"consumption":[33],"their":[35,81],"test":[38,59,74,96,121],"suites,":[39],"which":[40],"can":[41],"needlessly":[42],"waste":[43],"limited":[45],"battery":[46],"power":[47],"systems.":[50],"this":[52],"work,":[53],"we":[54],"extend":[55],"prior":[56],"for":[58,99],"suite":[60],"minimization":[61],"such":[63],"a":[64],"way":[65],"as":[66],"to":[67,70,80,126],"allow":[68],"generate":[71],"energy-efficient,":[72],"minimized":[73],"suites":[75,97,122],"with":[76],"only":[77],"minimal":[78],"modifications":[79],"existing":[82],"work":[83],"flow.":[84],"We":[85],"perform":[86],"extensive":[88],"empirical":[89],"evaluation":[90,107],"our":[92,110],"approach":[93],"using":[94],"provided":[98],"real":[100],"world":[101],"applications.":[102],"The":[103],"results":[104],"show":[108],"that":[109,123],"technique":[111],"is":[112],"effective":[113],"at":[114],"generating,":[115],"less":[117,128],"than":[118],"one":[119],"second,":[120],"consume":[124],"up":[125],"95%":[127],"while":[130],"maintaining":[131],"coverage":[132],"requirements.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
