{"id":"https://openalex.org/W2969991111","doi":"https://doi.org/10.1145/3324609","title":"Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power","display_name":"Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power","publication_year":2019,"publication_date":"2019-07-31","ids":{"openalex":"https://openalex.org/W2969991111","doi":"https://doi.org/10.1145/3324609","mag":"2969991111"},"language":"en","primary_location":{"id":"doi:10.1145/3324609","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3324609","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3324609","source":{"id":"https://openalex.org/S2506189754","display_name":"ACM Transactions on Cyber-Physical Systems","issn_l":"2378-962X","issn":["2378-962X","2378-9638"],"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 Cyber-Physical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3324609","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100435224","display_name":"Pan Chen","orcid":"https://orcid.org/0000-0002-7375-7608"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Pan","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7375-7608","affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059911353","display_name":"Mimi Xie","orcid":"https://orcid.org/0000-0003-1973-2909"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mimi Xie","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623628","display_name":"Song Han","orcid":"https://orcid.org/0000-0002-1491-7675"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Han","raw_affiliation_strings":["University of Connecticut, Storrs, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010117375","display_name":"Zhi\u2010Hong Mao","orcid":"https://orcid.org/0000-0002-3025-463X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi-Hong Mao","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066534595","display_name":"Jingtong Hu","orcid":"https://orcid.org/0000-0003-4029-4034"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingtong Hu","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0508,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.77560591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":"3","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11392","display_name":"Energy Harvesting in Wireless Networks","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/T11230","display_name":"Innovative Energy Harvesting Technologies","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7873339653015137},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7537823915481567},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6285305023193359},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.589429497718811},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.5480731129646301},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5284069776535034},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4897451400756836},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4884113669395447},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4806198477745056},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45148947834968567},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.450234979391098},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4300024211406708},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3738325238227844},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3328084945678711},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14164242148399353},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1376827359199524},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10527735948562622},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.10036706924438477},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09501579403877258},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08553493022918701}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7873339653015137},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7537823915481567},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6285305023193359},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.589429497718811},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.5480731129646301},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5284069776535034},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4897451400756836},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4884113669395447},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4806198477745056},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45148947834968567},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.450234979391098},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4300024211406708},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3738325238227844},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3328084945678711},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14164242148399353},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1376827359199524},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10527735948562622},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.10036706924438477},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09501579403877258},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08553493022918701},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3324609","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3324609","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3324609","source":{"id":"https://openalex.org/S2506189754","display_name":"ACM Transactions on Cyber-Physical Systems","issn_l":"2378-962X","issn":["2378-962X","2378-9638"],"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 Cyber-Physical Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3324609","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3324609","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3324609","source":{"id":"https://openalex.org/S2506189754","display_name":"ACM Transactions on Cyber-Physical Systems","issn_l":"2378-962X","issn":["2378-962X","2378-9638"],"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 Cyber-Physical Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G948682197","display_name":null,"funder_award_id":"CNS-1830891","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969991111.pdf","grobid_xml":"https://content.openalex.org/works/W2969991111.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1908446933","https://openalex.org/W1991714340","https://openalex.org/W1993412199","https://openalex.org/W1997121451","https://openalex.org/W1998549161","https://openalex.org/W2002608776","https://openalex.org/W2017092882","https://openalex.org/W2019240782","https://openalex.org/W2020264032","https://openalex.org/W2023005139","https://openalex.org/W2024338138","https://openalex.org/W2030425718","https://openalex.org/W2080895310","https://openalex.org/W2115598106","https://openalex.org/W2116470864","https://openalex.org/W2117175221","https://openalex.org/W2121497251","https://openalex.org/W2122373168","https://openalex.org/W2129656202","https://openalex.org/W2135548493","https://openalex.org/W2141901012","https://openalex.org/W2143911155","https://openalex.org/W2148900248","https://openalex.org/W2164298032","https://openalex.org/W2169147512","https://openalex.org/W2292257019","https://openalex.org/W2343016300","https://openalex.org/W2404199137","https://openalex.org/W2538058131","https://openalex.org/W2596815624","https://openalex.org/W2613457965","https://openalex.org/W2621412271","https://openalex.org/W2757400567","https://openalex.org/W4234647862","https://openalex.org/W4245958820","https://openalex.org/W4256601485"],"related_works":["https://openalex.org/W2160425906","https://openalex.org/W1882733036","https://openalex.org/W2391167130","https://openalex.org/W2092071486","https://openalex.org/W2546696010","https://openalex.org/W4283067488","https://openalex.org/W1992741870","https://openalex.org/W2460246254","https://openalex.org/W3082323117","https://openalex.org/W2907924051"],"abstract_inverted_index":{"Energy":[0],"harvesters":[1],"are":[2],"becoming":[3],"increasingly":[4],"popular":[5],"as":[6],"power":[7,25,58,70,195],"sources":[8],"for":[9,136,167],"IoT":[10],"edge":[11,36,153,185],"devices.":[12],"However,":[13],"one":[14],"of":[15,19,106,122,139],"the":[16,53,103,120,152,159,181,190,198,209,216],"intrinsic":[17],"problems":[18],"energy":[20,33,83,94,104,169,199],"harvester":[21],"is":[22,26,116,131,147,165,187],"that":[23],"harvesting":[24,34],"often":[27],"weak":[28,192],"and":[29,77,97,162,193,197,212],"frequently":[30],"interrupted.":[31],"Therefore,":[32],"powered":[35],"devices":[37],"have":[38],"to":[39,49,101,118,133,149,189],"work":[40],"intermittently.":[41],"To":[42,85],"maintain":[43],"execution":[44,46,64],"progress,":[45],"states":[47,65],"need":[48],"be":[50,67,202],"checkpointed":[51],"into":[52],"non-volatile":[54,111],"memory":[55],"before":[56],"each":[57],"failure.":[59],"In":[60],"this":[61,89],"way,":[62],"previous":[63],"can":[66,201],"resumed":[68],"after":[69],"comes":[71],"back":[72],"again.":[73],"Nevertheless,":[74],"frequent":[75],"checkpointing":[76,123,128,135,140],"low":[78],"charging":[79],"efficiency":[80,95,105,170,200],"generate":[81],"significant":[82],"overhead.":[84,141],"alleviate":[86],"these":[87],"problems,":[88],"article":[90],"conducts":[91],"a":[92,110,126,143,175],"thorough":[93],"analysis":[96],"proposes":[98],"three":[99],"algorithms":[100],"maximize":[102],"program":[107],"execution.":[108],"First,":[109],"processor-aware":[112],"task":[113],"scheduling":[114],"algorithm":[115],"proposed":[117,132,148,182],"reduce":[119],"size":[121],"data.":[124],"Second,":[125],"tentative":[127],"avoidance":[129],"technique":[130],"avoid":[134],"further":[137,168],"reduction":[138],"Finally,":[142],"dynamic":[144],"wake-up":[145],"strategy":[146],"wake":[150],"up":[151],"device":[154,186],"at":[155],"proper":[156],"voltages":[157],"where":[158],"total":[160],"hardware":[161],"software":[163],"overhead":[164],"minimized":[166],"maximization.":[171],"The":[172],"experiments":[173],"on":[174],"real":[176],"testbed":[177],"demonstrate":[178],"that,":[179],"with":[180],"algorithms,":[183],"an":[184],"resilient":[188],"extremely":[191],"intermittent":[194],"supply":[196],"achieved":[203],"more":[204],"than":[205,208,215],"2\u00d7":[206],"higher":[207,214],"fundamental":[210],"baseline":[211],"1.5\u00d7":[213],"state-of-the-art":[217],"technique.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
