{"id":"https://openalex.org/W2060797491","doi":"https://doi.org/10.1109/tmc.2014.2374153","title":"Mantis: Efficient Predictions of Execution Time, Energy Usage, Memory Usage and Network Usage on Smart Mobile Devices","display_name":"Mantis: Efficient Predictions of Execution Time, Energy Usage, Memory Usage and Network Usage on Smart Mobile Devices","publication_year":2014,"publication_date":"2014-12-19","ids":{"openalex":"https://openalex.org/W2060797491","doi":"https://doi.org/10.1109/tmc.2014.2374153","mag":"2060797491"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2014.2374153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2014.2374153","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-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/A5103215088","display_name":"Yongin Kwon","orcid":"https://orcid.org/0000-0002-7538-5481"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yongin Kwon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319591","display_name":"Sang-Min Lee","orcid":"https://orcid.org/0000-0001-5429-2983"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangmin Lee","raw_affiliation_strings":["Department of Computer Science, University of Texas at Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056175258","display_name":"Hayoon Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hayoon Yi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068795865","display_name":"Donghyun Kwon","orcid":"https://orcid.org/0000-0002-7507-3111"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donghyun Kwon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112519089","display_name":"Seungjun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungjun Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083084972","display_name":"Byung-Gon Chun","orcid":"https://orcid.org/0000-0002-9863-7186"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byung-gon Chun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082878554","display_name":"Ling Huang","orcid":"https://orcid.org/0000-0001-5089-4637"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ling Huang","raw_affiliation_strings":["Research Department, Intel Labs, 2150 Shattuck, Suite 1300, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Research Department, Intel Labs, 2150 Shattuck, Suite 1300, Berkeley, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102725147","display_name":"Petros Maniatis","orcid":"https://orcid.org/0000-0003-3777-5291"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petros Maniatis","raw_affiliation_strings":["Research Department, Intel Labs, 2150 Shattuck, Suite 1300, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Research Department, Intel Labs, 2150 Shattuck, Suite 1300, Berkeley, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075879790","display_name":"Mayur Naik","orcid":"https://orcid.org/0000-0003-1348-8618"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayur Naik","raw_affiliation_strings":["School of Computer Science, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082524666","display_name":"Yunheung Paek","orcid":"https://orcid.org/0000-0002-6412-2926"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunheung Paek","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Kwanak-gu Kwanak-ro 1, Seoul#TAB#","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5103215088"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":1.884,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87497855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"10","first_page":"2059","last_page":"2072"},"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/T13553","display_name":"Age of Information Optimization","score":0.9972000122070312,"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":0.9955999851226807,"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/computer-science","display_name":"Computer science","score":0.8635667562484741},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5352592468261719},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5172505974769592},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.49381765723228455},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.42506420612335205},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4120192527770996},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2536126971244812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8635667562484741},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5352592468261719},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5172505974769592},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.49381765723228455},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42506420612335205},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4120192527770996},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2536126971244812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2014.2374153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2014.2374153","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7202330001","display_name":null,"funder_award_id":"2014R1A2A1A10051792","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8196402134","display_name":null,"funder_award_id":"K10047212","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W6828443","https://openalex.org/W114517082","https://openalex.org/W303139982","https://openalex.org/W339937496","https://openalex.org/W1480376833","https://openalex.org/W1492171827","https://openalex.org/W1539689205","https://openalex.org/W1541722909","https://openalex.org/W1575308494","https://openalex.org/W1980225486","https://openalex.org/W1987142766","https://openalex.org/W2018161659","https://openalex.org/W2023380813","https://openalex.org/W2028806953","https://openalex.org/W2052279347","https://openalex.org/W2061291692","https://openalex.org/W2063978378","https://openalex.org/W2066402450","https://openalex.org/W2071823333","https://openalex.org/W2088140535","https://openalex.org/W2100773341","https://openalex.org/W2100779981","https://openalex.org/W2101754961","https://openalex.org/W2101788345","https://openalex.org/W2106294397","https://openalex.org/W2106916261","https://openalex.org/W2107493680","https://openalex.org/W2107588378","https://openalex.org/W2109863363","https://openalex.org/W2115374750","https://openalex.org/W2119095262","https://openalex.org/W2126462381","https://openalex.org/W2132219981","https://openalex.org/W2135046866","https://openalex.org/W2139028886","https://openalex.org/W2143161696","https://openalex.org/W2146874116","https://openalex.org/W2150304332","https://openalex.org/W2150476673","https://openalex.org/W2153456949","https://openalex.org/W2154217324","https://openalex.org/W2155575073","https://openalex.org/W2157777898","https://openalex.org/W2159586681","https://openalex.org/W2161938901","https://openalex.org/W2162376048","https://openalex.org/W2166536280","https://openalex.org/W2170812753","https://openalex.org/W2293624369","https://openalex.org/W2295857493","https://openalex.org/W2541360572","https://openalex.org/W2787894218","https://openalex.org/W2976775806","https://openalex.org/W3022380717","https://openalex.org/W3145223465","https://openalex.org/W4233319527","https://openalex.org/W4247632680","https://openalex.org/W4253029824","https://openalex.org/W4255485865","https://openalex.org/W6604653223","https://openalex.org/W6610773549","https://openalex.org/W6632410348","https://openalex.org/W6665520758","https://openalex.org/W6666708836","https://openalex.org/W6675251851","https://openalex.org/W6676221010","https://openalex.org/W6680156768","https://openalex.org/W6683165048","https://openalex.org/W6683984761"],"related_works":["https://openalex.org/W2130966263","https://openalex.org/W1887895966","https://openalex.org/W2379839683","https://openalex.org/W2989908039","https://openalex.org/W1577085395","https://openalex.org/W1521667528","https://openalex.org/W1602935914","https://openalex.org/W1565435685","https://openalex.org/W2487510170","https://openalex.org/W2347778460"],"abstract_inverted_index":{"We":[0,88],"present":[1],"Mantis,":[2],"a":[3,68,97],"framework":[4],"for":[5,105],"predicting":[6],"the":[7,75,85,126],"computational":[8],"resource":[9],"consumption":[10],"(CRC)":[11],"of":[12,96,118,128,140],"Android":[13,120],"applications":[14],"on":[15,144],"given":[16],"inputs":[17],"accurately,":[18],"and":[19,37,52,99],"efficiently.":[20,44],"A":[21],"key":[22],"insight":[23],"underlying":[24],"Mantis":[25,45,113],"is":[26],"that":[27,33,70,112],"program":[28,50,64,90],"codes":[29],"often":[30],"contain":[31],"features":[32,39,66],"correlate":[34],"with":[35,74,122],"performance":[36],"these":[38],"can":[40,80],"be":[41,81],"automatically":[42,100],"computed":[43],"synergistically":[46],"combines":[47],"techniques":[48],"from":[49,62,84],"analysis":[51],"machine":[53],"learning.":[54],"It":[55],"constructs":[56],"concise":[57],"CRC":[58,77,116],"models":[59],"by":[60,131],"choosing":[61],"many":[63],"execution":[65,142],"only":[67],"handful":[69],"are":[71],"most":[72,137],"correlated":[73],"program's":[76,86],"metric":[78],"yet":[79],"evaluated":[82],"efficiently":[83,106],"input.":[87],"apply":[89],"slicing":[91],"to":[92],"reduce":[93],"evaluation":[94,110],"time":[95,143],"feature":[98],"generate":[101],"executable":[102],"code":[103,134],"snippets":[104],"evaluating":[107],"features.":[108],"Our":[109],"shows":[111],"predicts":[114],"four":[115],"metrics":[117],"seven":[119],"apps":[121],"estimation":[123],"error":[124],"in":[125],"range":[127],"0-11.1":[129],"percent":[130,139],"executing":[132],"predictor":[133],"spending":[135],"at":[136],"1.3":[138],"their":[141],"Galaxy":[145],"Nexus.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}