{"id":"https://openalex.org/W2612839290","doi":"https://doi.org/10.1145/3077575","title":"Dynamic Power and Energy Management for Energy Harvesting Nonvolatile Processor Systems","display_name":"Dynamic Power and Energy Management for Energy Harvesting Nonvolatile Processor Systems","publication_year":2017,"publication_date":"2017-05-11","ids":{"openalex":"https://openalex.org/W2612839290","doi":"https://doi.org/10.1145/3077575","mag":"2612839290"},"language":"en","primary_location":{"id":"doi:10.1145/3077575","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077575","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","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/A5006570986","display_name":"Kaisheng Ma","orcid":"https://orcid.org/0000-0001-9226-3366"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaisheng Ma","raw_affiliation_strings":["Dept. of Computer Science and Engineering, The Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, The Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764674","display_name":"Xueqing Li","orcid":"https://orcid.org/0000-0002-8051-3345"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xueqing Li","raw_affiliation_strings":["Dept. of Computer Science and Engineering, The Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, The Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075382190","display_name":"Huichu Liu","orcid":"https://orcid.org/0000-0002-4379-9129"},"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":"Huichu Liu","raw_affiliation_strings":["Intel Labs, Intel Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs, Intel Corporation","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Sheng","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Sheng","raw_affiliation_strings":["Dept. of Electronic Engineering, Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Engineering, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355038","display_name":"Yiqun Wang","orcid":"https://orcid.org/0000-0002-4400-9379"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqun Wang","raw_affiliation_strings":["Dept. of Electronic Engineering, Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Engineering, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006304","display_name":"Karthik Swaminathan","orcid":"https://orcid.org/0000-0002-4799-7587"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik Swaminathan","raw_affiliation_strings":["IBM T.J Watson Research Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J Watson Research Center","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045721867","display_name":"Yongpan Liu","orcid":"https://orcid.org/0000-0002-4892-2309"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongpan Liu","raw_affiliation_strings":["Dept. of Electronic Engineering, Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electronic Engineering, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385336","display_name":"Yuan Xie","orcid":"https://orcid.org/0000-0003-2093-1788"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuan Xie","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of California at Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of California at Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111858123","display_name":"John J. Sampson","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Sampson","raw_affiliation_strings":["Dept. of Computer Science and Engineering, The Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, The Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101919131","display_name":"Vijaykrishnan Narayanan","orcid":"https://orcid.org/0000-0001-6266-6068"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijaykrishnan Narayanan","raw_affiliation_strings":["Dept. of Computer Science and Engineering, The Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, The Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1121,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.8794496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"4","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":1.0,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.996999979019165,"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/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.8416025042533875},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.7459329962730408},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.5741364359855652},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5670002698898315},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.5345705151557922},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4989478588104248},{"id":"https://openalex.org/keywords/backup","display_name":"Backup","score":0.4976332485675812},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.493915855884552},{"id":"https://openalex.org/keywords/dynamic-voltage-scaling","display_name":"Dynamic voltage scaling","score":0.4609191417694092},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43565553426742554},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4348437488079071},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.427916556596756},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4000851511955261},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36154064536094666},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.22820067405700684},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11519825458526611}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8416025042533875},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7459329962730408},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.5741364359855652},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5670002698898315},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.5345705151557922},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4989478588104248},{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.4976332485675812},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.493915855884552},{"id":"https://openalex.org/C2776047111","wikidata":"https://www.wikidata.org/wiki/Q632037","display_name":"Dynamic voltage scaling","level":3,"score":0.4609191417694092},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43565553426742554},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4348437488079071},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.427916556596756},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4000851511955261},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36154064536094666},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.22820067405700684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11519825458526611},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3077575","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077575","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-133512","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=1539-9087&rft.volume=16&rft.issue=4&rft.date=2017&rft.spage=&rft.aulast=Ma&rft.aufirst=Kaisheng&rft.atitle=Dynamic+power+and+energy+management+for+energy+harvesting+nonvolatile+processor+systems&rft.title=ACM+Transactions+on+Embedded+Computing+Systems","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1533121806","https://openalex.org/W1538245821","https://openalex.org/W1930556231","https://openalex.org/W1967733029","https://openalex.org/W1979979548","https://openalex.org/W1981314133","https://openalex.org/W1982640695","https://openalex.org/W1991781995","https://openalex.org/W1994534915","https://openalex.org/W1998549161","https://openalex.org/W2002879741","https://openalex.org/W2009053018","https://openalex.org/W2010362560","https://openalex.org/W2019240782","https://openalex.org/W2039910645","https://openalex.org/W2040231358","https://openalex.org/W2040581399","https://openalex.org/W2049260432","https://openalex.org/W2059833876","https://openalex.org/W2062552659","https://openalex.org/W2066253501","https://openalex.org/W2080332172","https://openalex.org/W2082137950","https://openalex.org/W2082216116","https://openalex.org/W2085031088","https://openalex.org/W2086724906","https://openalex.org/W2091484511","https://openalex.org/W2094860564","https://openalex.org/W2115412309","https://openalex.org/W2116955676","https://openalex.org/W2119988986","https://openalex.org/W2133448105","https://openalex.org/W2140042874","https://openalex.org/W2407647853","https://openalex.org/W2436300686","https://openalex.org/W2527193322","https://openalex.org/W2537482850","https://openalex.org/W2555030058","https://openalex.org/W2579007041","https://openalex.org/W2587845665","https://openalex.org/W2611629535","https://openalex.org/W2613130609","https://openalex.org/W4240760482","https://openalex.org/W4244040908","https://openalex.org/W4245305001","https://openalex.org/W4251871580","https://openalex.org/W6600103761"],"related_works":["https://openalex.org/W2443567922","https://openalex.org/W2185484302","https://openalex.org/W2021881159","https://openalex.org/W2054730497","https://openalex.org/W2143527616","https://openalex.org/W2019292693","https://openalex.org/W2387198210","https://openalex.org/W2323149034","https://openalex.org/W2048733036","https://openalex.org/W2612839290"],"abstract_inverted_index":{"Self-powered":[0],"systems":[1,26],"running":[2],"on":[3,68,75],"scavenged":[4],"energy":[5,49,54,98,115,142],"will":[6],"be":[7],"a":[8,69,76,81],"key":[9],"enabler":[10],"for":[11,185,198],"pervasive":[12],"computing":[13],"across":[14],"the":[15,28,36,42,62,88,96,111,153,168,174],"Internet":[16],"of":[17,21,30,90,113,135,139,148,170,176],"Things.":[18],"The":[19],"variability":[20],"input":[22,114,141],"power":[23,101],"in":[24,208],"energy-harvesting":[25,72],"limits":[27],"effectiveness":[29],"static":[31,155,204],"optimizations":[32,56],"aimed":[33],"at":[34],"maximizing":[35],"input-energy-to-computation":[37],"ratio.":[38],"We":[39,64,79,127],"show":[40,133],"that":[41,53],"resultant":[43],"gap":[44],"between":[45],"available":[46,99],"and":[47,52,104,121,124,132,173,183,189,193],"exploitable":[48],"is":[50],"significant,":[51],"storage":[55],"alone":[57],"do":[58],"not":[59],"significantly":[60],"close":[61],"gap.":[63],"characterize":[65],"these":[66,130,210],"effects":[67],"real,":[70],"fabricated":[71],"system":[73],"based":[74],"nonvolatile":[77],"processor.":[78],"introduce":[80],"unified":[82],"energy-oriented":[83],"approach":[84],"to":[85,116,137,181,191,195],"first":[86],"optimize":[87,106],"number":[89],"backups,":[91],"by":[92],"more":[93],"aggressively":[94],"using":[95],"stored":[97],"when":[100],"failure":[102],"occurs,":[103],"then":[105],"forward":[107,171],"progress":[108,172],"via":[109,118],"improving":[110],"rate":[112,169,175],"computation":[117],"dynamic":[119],"voltage":[120],"frequency":[122,205],"scaling":[123],"self-learning":[125],"techniques.":[126],"evaluate":[128],"combining":[129],"schemes":[131],"capture":[134],"up":[136,180,190],"75.5%":[138],"all":[140],"toward":[143],"processor":[144],"computation,":[145],"an":[146],"average":[147],"1.54":[149],"\u00d7":[150],"increase":[151],"over":[152],"best":[154],"\u201cForward":[156],"Progress\u201d":[157],"baseline":[158],"system.":[159],"Notably,":[160],"our":[161],"energy-optimizing":[162],"policy":[163],"combinations":[164],"simultaneously":[165],"improve":[166],"both":[167],"backup":[177],"events":[178],"(by":[179],"60.7%":[182],"79.2%":[184],"RF":[186],"power,":[187],"respectively,":[188,197],"231.2%":[192],"reduced":[194],"zero,":[196],"solar":[199],"power).":[200],"This":[201],"contrasts":[202],"with":[203],"optimization":[206],"approaches":[207],"which":[209],"two":[211],"metrics":[212],"are":[213],"antagonistic.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}