{"id":"https://openalex.org/W7134918625","doi":"https://doi.org/10.1145/3779212.3790182","title":"Lifetime-Aware Design for Item-Level Intelligence at the Extreme Edge","display_name":"Lifetime-Aware Design for Item-Level Intelligence at the Extreme Edge","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134918625","doi":"https://doi.org/10.1145/3779212.3790182"},"language":null,"primary_location":{"id":"doi:10.1145/3779212.3790182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779212.3790182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3779212.3790182","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128700570","display_name":"Shvetank Prakash","orcid":null},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shvetank Prakash","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0002-0748-5157","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128769555","display_name":"Andrew Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Cheng","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0009-0003-8641-0579","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062605802","display_name":"Olof Kindgren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109626","display_name":"Qamcom Research and Technology (Sweden)","ror":"https://ror.org/01jkn7h76","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210109626"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Olof Kindgren","raw_affiliation_strings":["Qamcom Research &amp;#38; Technology, Karlstad, Sweden"],"raw_orcid":"https://orcid.org/0009-0006-5101-5693","affiliations":[{"raw_affiliation_string":"Qamcom Research &amp;#38; Technology, Karlstad, Sweden","institution_ids":["https://openalex.org/I4210109626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104206522","display_name":"Ashiq Ahamed","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ashiq Ahamed","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-0346-4073","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128765948","display_name":"Graham Knight","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Graham Knight","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8255-1225","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004504175","display_name":"Jedrzej Kufel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jedrzej Kufel","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0003-3648-5898","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128793703","display_name":"Francisco Rodriguez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francisco Rodriguez","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1213-0999","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arya Tschand","orcid":"https://orcid.org/0009-0000-9355-638X"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arya Tschand","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0009-0000-9355-638X","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124330315","display_name":"D. Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kong","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0009-0002-6117-2925","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042200137","display_name":"Mariam Elgamal","orcid":"https://orcid.org/0000-0003-0002-3926"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mariam Elgamal","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0003-0002-3926","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jerry Huang","orcid":"https://orcid.org/0009-0002-8180-7262"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jerry Huang","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0009-0002-8180-7262","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005514953","display_name":"Emma Chen","orcid":"https://orcid.org/0000-0002-7528-5229"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma Chen","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0002-7528-5229","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003214642","display_name":"Gage Hills","orcid":"https://orcid.org/0000-0002-4912-814X"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gage Hills","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0002-4912-814X","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Richard Price","orcid":"https://orcid.org/0009-0000-8412-1739"},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Price","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0000-8412-1739","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060902414","display_name":"Emre \u00d6zer","orcid":"https://orcid.org/0000-0001-8285-1551"},"institutions":[{"id":"https://openalex.org/I4210098888","display_name":"PragmatIC (United Kingdom)","ror":"https://ror.org/00ykc7z09","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098888"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emre Ozer","raw_affiliation_strings":["Pragmatic Semiconductor, Cambridge, England, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8285-1551","affiliations":[{"raw_affiliation_string":"Pragmatic Semiconductor, Cambridge, England, United Kingdom","institution_ids":["https://openalex.org/I4210098888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000635267","display_name":"Vijay Janapa Reddi","orcid":"https://orcid.org/0000-0002-5259-7721"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijay Janapa Reddi","raw_affiliation_strings":["Harvard University, Cambridge, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0002-5259-7721","affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I2801851002"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5128700570"],"corresponding_institution_ids":["https://openalex.org/I2801851002"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47537816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1089","last_page":"1112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.15469999611377716,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.15469999611377716,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.1354999989271164,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.11640000343322754,"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/carbon-footprint","display_name":"Carbon footprint","score":0.8292999863624573},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8093000054359436},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.6535000205039978},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5311999917030334},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.46790000796318054},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4025000035762787},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4023999869823456},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.38100001215934753}],"concepts":[{"id":"https://openalex.org/C2780936489","wikidata":"https://www.wikidata.org/wiki/Q310667","display_name":"Carbon footprint","level":3,"score":0.8292999863624573},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8093000054359436},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.6535000205039978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5782999992370605},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5311999917030334},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.46790000796318054},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3643999993801117},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35339999198913574},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.32839998602867126},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2913999855518341},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.28349998593330383},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.27720001339912415},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C83516724","wikidata":"https://www.wikidata.org/wiki/Q234173","display_name":"Ecological footprint","level":3,"score":0.2630999982357025},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.25440001487731934},{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3779212.3790182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779212.3790182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3779212.3790182","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3779212.3790182","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.428589403629303,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W46151247","https://openalex.org/W2026858661","https://openalex.org/W2040731319","https://openalex.org/W2100074107","https://openalex.org/W2177433539","https://openalex.org/W2182886880","https://openalex.org/W2213315527","https://openalex.org/W2340972631","https://openalex.org/W2405564622","https://openalex.org/W2564630286","https://openalex.org/W2581557417","https://openalex.org/W2582343773","https://openalex.org/W2765786904","https://openalex.org/W2946332877","https://openalex.org/W2966906842","https://openalex.org/W3012831098","https://openalex.org/W3020929628","https://openalex.org/W3033768028","https://openalex.org/W3095852179","https://openalex.org/W3097771515","https://openalex.org/W3117080414","https://openalex.org/W3157218387","https://openalex.org/W4205867427","https://openalex.org/W4220802275","https://openalex.org/W4244736679","https://openalex.org/W4280583385","https://openalex.org/W4280586535","https://openalex.org/W4281971810","https://openalex.org/W4284678162","https://openalex.org/W4289636001","https://openalex.org/W4296126282","https://openalex.org/W4309908791","https://openalex.org/W4310059893","https://openalex.org/W4320038758","https://openalex.org/W4321094458","https://openalex.org/W4377295722","https://openalex.org/W4380881165","https://openalex.org/W4382142107","https://openalex.org/W4385411723","https://openalex.org/W4386706488","https://openalex.org/W4387803223","https://openalex.org/W4388425291","https://openalex.org/W4389232442","https://openalex.org/W4391447712","https://openalex.org/W4391547476","https://openalex.org/W4394999098","https://openalex.org/W4395071189","https://openalex.org/W4396918208","https://openalex.org/W4399621589","https://openalex.org/W4402050830","https://openalex.org/W4402827382","https://openalex.org/W4403510924","https://openalex.org/W4407359213","https://openalex.org/W4409248563","https://openalex.org/W4413063275","https://openalex.org/W4415285685","https://openalex.org/W6926533507"],"related_works":[],"abstract_inverted_index":{"We":[0,150,171],"present":[1],"FlexiFlow,":[2],"a":[3,107,139,180],"lifetime-aware":[4,153],"design":[5,73,83,155,203],"framework":[6,26,103],"for":[7,182,210],"item-level":[8],"intelligence":[9],"(ILI)":[10],"where":[11,201],"computation":[12],"is":[13,51,216],"integrated":[14],"directly":[15],"into":[16],"disposable":[17],"products":[18],"like":[19],"food":[20],"packaging":[21],"and":[22,44,84,94,137,213],"medical":[23],"patches.":[24],"Our":[25,49],"leverages":[27],"natively":[28],"flexible":[29,183],"electronics":[30,184],"which":[31],"offer":[32],"significantly":[33],"lower":[34],"costs":[35],"than":[36],"silicon":[37],"but":[38],"are":[39],"limited":[40],"to":[41,116,129,208],"kHz":[42],"speeds":[43],"several":[45],"thousands":[46],"of":[47,195],"gates.":[48],"insight":[50],"that":[52,142,152],"unlike":[53],"traditional":[54],"computing":[55,196],"with":[56,124,185],"more":[57],"uniform":[58],"deployment":[59,78,148],"patterns,":[60],"ILI":[61],"applications":[62,112],"exhibit":[63],"1000\u00d7":[64],"variation":[65],"in":[66],"operational":[67,95],"lifetime,":[68],"fundamentally":[69],"changing":[70],"optimal":[71,144],"architectural":[72],"decisions":[74,164],"when":[75],"considering":[76],"trillion-item":[77],"scales.":[79],"To":[80],"enable":[81],"holistic":[82],"optimization,":[85],"we":[86],"model":[87,141],"the":[88,176,198],"trade-offs":[89],"between":[90],"embodied":[91],"carbon":[92,96,158,167],"footprint":[93,97,159,168],"based":[98,146],"on":[99,147],"application-specific":[100],"lifetimes.":[101],"The":[102],"includes:":[104],"(1)":[105],"FlexiBench,":[106],"workload":[108,135],"suite":[109],"targeting":[110],"sustainability":[111],"from":[113],"spoilage":[114],"detection":[115],"health":[117],"monitoring;":[118],"(2)":[119],"FlexiBits,":[120],"area-optimized":[121],"RISC-V":[122],"cores":[123],"1/4/8-bit":[125],"datapaths":[126],"achieving":[127,189],"2.65\u00d7":[128],"3.50\u00d7":[130],"better":[131],"energy":[132],"efficiency":[133],"per":[134],"execution;":[136],"(3)":[138],"carbon-aware":[140],"selects":[143],"architectures":[145],"characteristics.":[149],"show":[151],"microarchitectural":[154],"can":[156,165],"reduce":[157,166],"by":[160,169],"1.62\u00d7,":[161],"while":[162],"algorithmic":[163],"14.5\u00d7.":[170],"validate":[172],"our":[173],"approach":[174],"through":[175],"first":[177],"tape-out":[178],"using":[179],"PDK":[181],"fully":[186],"open-source":[187],"tools,":[188],"30.9\\,kHz":[190],"operation.":[191],"FlexiFlow":[192,215],"enables":[193],"exploration":[194],"at":[197,218],"Extreme":[199],"Edge":[200],"conventional":[202],"methodologies":[204],"must":[205],"be":[206],"reevaluated":[207],"account":[209],"new":[211],"constraints":[212],"considerations.":[214],"available":[217],"https://github.com/harvard-edge/FlexiFlow.":[219]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-12T00:00:00"}
