{"id":"https://openalex.org/W2537578276","doi":"https://doi.org/10.1109/igcc.2015.7393698","title":"Predicting data structures for energy efficient computing","display_name":"Predicting data structures for energy efficient computing","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2537578276","doi":"https://doi.org/10.1109/igcc.2015.7393698","mag":"2537578276"},"language":"en","primary_location":{"id":"doi:10.1109/igcc.2015.7393698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2015.7393698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sixth International Green and Sustainable Computing Conference (IGSC)","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/A5059821100","display_name":"Junya Michanan","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junya Michanan","raw_affiliation_strings":["Department of Computer Science, University of Denver, Denver, Colorado, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, Denver, Colorado, U.S.A","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053512791","display_name":"Rinku Dewri","orcid":"https://orcid.org/0000-0002-8332-2157"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rinku Dewri","raw_affiliation_strings":["Department of Computer Science, University of Denver, Denver, Colorado, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, Denver, Colorado, U.S.A","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030563924","display_name":"Matthew J. Rutherford","orcid":"https://orcid.org/0000-0001-6394-8606"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew J. Rutherford","raw_affiliation_strings":["Department of Computer Science, University of Denver, Denver, Colorado, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, Denver, Colorado, U.S.A","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059821100"],"corresponding_institution_ids":["https://openalex.org/I131651094"],"apc_list":null,"apc_paid":null,"fwci":0.5919,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7425264,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9998999834060669,"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":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.994700014591217,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9790999889373779,"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":0.7998484373092651},{"id":"https://openalex.org/keywords/bigram","display_name":"Bigram","score":0.5900903344154358},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5651056170463562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5645029544830322},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5472719669342041},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.5314515829086304},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5012741088867188},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4988842010498047},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47332510352134705},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4667307138442993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4239423871040344},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41994574666023254},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41633009910583496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37592995166778564},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2073276937007904},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13421449065208435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998484373092651},{"id":"https://openalex.org/C108757681","wikidata":"https://www.wikidata.org/wiki/Q2773912","display_name":"Bigram","level":3,"score":0.5900903344154358},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5651056170463562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5645029544830322},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5472719669342041},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.5314515829086304},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5012741088867188},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4988842010498047},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47332510352134705},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4667307138442993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4239423871040344},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41994574666023254},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41633009910583496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37592995166778564},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2073276937007904},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13421449065208435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igcc.2015.7393698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2015.7393698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sixth International Green and Sustainable Computing Conference (IGSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W21907488","https://openalex.org/W1483258291","https://openalex.org/W1680392829","https://openalex.org/W1981242579","https://openalex.org/W2007065650","https://openalex.org/W2098894836","https://openalex.org/W2112085716","https://openalex.org/W2119542077","https://openalex.org/W2145695845","https://openalex.org/W2162150048","https://openalex.org/W2165504557","https://openalex.org/W4205946278","https://openalex.org/W4250692521","https://openalex.org/W4281907692","https://openalex.org/W6600908904","https://openalex.org/W6628852910","https://openalex.org/W6637386731"],"related_works":["https://openalex.org/W3020951519","https://openalex.org/W3173084154","https://openalex.org/W2334448532","https://openalex.org/W2982021180","https://openalex.org/W2131563376","https://openalex.org/W2251497876","https://openalex.org/W2241081188","https://openalex.org/W2128567707","https://openalex.org/W4327499987","https://openalex.org/W2011383762"],"abstract_inverted_index":{"Dynamic":[0],"data":[1,28,56,71,81,110,128],"structures":[2,57,82],"in":[3,37,131],"software":[4],"applications":[5],"have":[6,10],"been":[7],"shown":[8],"to":[9,46,63,145],"a":[11,65,148],"large":[12],"impact":[13],"on":[14,84,107,113],"system":[15],"performance.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"explore":[21],"energy":[22,69,79,126],"saving":[23],"opportunities":[24,34],"of":[25,90,93],"interface-based":[26],"dynamic":[27],"structures.":[29,72],"Our":[30,73,118],"results":[31,103],"suggest":[32],"that":[33],"do":[35],"exist":[36],"the":[38,88,108,114,124],"C5":[39],"Collection,":[40],"at":[41],"least":[42],"16.95%":[43],"and":[44,96,111,134,143],"up":[45,144],"97.50%.":[47],"We":[48],"propose":[49],"an":[50],"architecture":[51],"for":[52,67],"building":[53],"adaptive":[54],"green":[55],"by":[58],"applying":[59],"machine":[60],"learning":[61],"tools":[62],"build":[64],"model":[66,76,120],"predicting":[68],"efficient":[70,80,127],"neural":[74],"network":[75],"can":[77,121],"classify":[78],"based":[83],"features":[85],"such":[86],"as":[87],"number":[89],"elements,":[91],"frequency":[92],"operations,":[94],"interface":[95],"set/bag":[97],"semantics.":[98],"The":[99],"10-fold":[100],"cross":[101],"validation":[102,116],"show":[104],"96.01%":[105],"accuracy":[106,142],"training":[109,115],"95.80%":[112],"data.":[117],"n-gram":[119],"accurately":[122],"predict":[123],"most":[125],"structure":[129],"sequence":[130],"19":[132],"simulated":[133],"real-world":[135],"programs-on":[136],"average,":[137],"with":[138],"more":[139],"than":[140],"50%":[141],"98%":[146],"using":[147],"bigram":[149],"predictor.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}