{"id":"https://openalex.org/W4320019137","doi":"https://doi.org/10.1145/3580503","title":"To PiM or Not to PiM","display_name":"To PiM or Not to PiM","publication_year":2022,"publication_date":"2022-12-31","ids":{"openalex":"https://openalex.org/W4320019137","doi":"https://doi.org/10.1145/3580503"},"language":"en","primary_location":{"id":"doi:10.1145/3580503","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580503","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580503","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","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/10.1145/3580503","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088848663","display_name":"Gabriel Falc\u00e3o","orcid":"https://orcid.org/0000-0001-9805-6747"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Gabriel Falcao","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041780299","display_name":"Jo\u00e3o Dinis Ferreira","orcid":"https://orcid.org/0000-0003-3855-3906"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Dinis Ferreira","raw_affiliation_strings":["University of Coimbra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1491,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41765007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"20","issue":"6","first_page":"9","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T10502","display_name":"Advanced Memory and Neural Computing","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/bottleneck","display_name":"Bottleneck","score":0.9625647664070129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8251903057098389},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6606069803237915},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6560621857643127},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5255340933799744},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.48378869891166687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.482130765914917},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46734243631362915},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.43061238527297974},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4169842004776001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34194186329841614},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30006393790245056},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.24104788899421692},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23397070169448853},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17336449027061462},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14083963632583618},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06708702445030212}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.9625647664070129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251903057098389},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6606069803237915},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6560621857643127},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5255340933799744},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.48378869891166687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.482130765914917},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46734243631362915},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.43061238527297974},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4169842004776001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34194186329841614},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30006393790245056},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.24104788899421692},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23397070169448853},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17336449027061462},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14083963632583618},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06708702445030212},{"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:10.1145/3580503","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580503","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580503","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3580503","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580503","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580503","source":{"id":"https://openalex.org/S45584542","display_name":"Queue","issn_l":"1542-7730","issn":["1542-7730","1542-7749"],"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":"Queue","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3850789590","display_name":null,"funder_award_id":"50008","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4138542676","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020","funder_id":"https://openalex.org/F4320328988","funder_display_name":"Instituto de Telecomunica\u00e7\u00f5es"},{"id":"https://openalex.org/G4680224365","display_name":null,"funder_award_id":"UIDB/EEA/50008/2020,","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5076780566","display_name":"Bin-NET: Infer\u00eancia em Redes Bin\u00e1rias usando Processamento em Mem\u00f3ria nos N\u00f3s Extremos","funder_award_id":"EXPL/EEI-HAC/1511/2021","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5454278309","display_name":null,"funder_award_id":"/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320328988","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4320019137.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2508602506","https://openalex.org/W2518281301","https://openalex.org/W2524428287","https://openalex.org/W2606722458","https://openalex.org/W2766489088","https://openalex.org/W2766677151","https://openalex.org/W2770707420","https://openalex.org/W2912012512","https://openalex.org/W2942943087","https://openalex.org/W2979874885","https://openalex.org/W2982008795","https://openalex.org/W3007788310","https://openalex.org/W3044796230","https://openalex.org/W3107605860","https://openalex.org/W3118290385","https://openalex.org/W3155004489","https://openalex.org/W3213145617","https://openalex.org/W4301607055","https://openalex.org/W6600472697"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"As":[0],"artificial":[1],"intelligence":[2],"becomes":[3],"a":[4,39],"pervasive":[5],"tool":[6],"for":[7],"the":[8,17,19,27,43,49],"billions":[9],"of":[10,13,31,41,57],"IoT":[11],"(Internet":[12],"things)":[14],"devices":[15],"at":[16],"edge,":[18],"data":[20,44],"movement":[21,45],"bottleneck":[22,46],"imposes":[23],"severe":[24],"limitations":[25],"on":[26,63],"performance":[28],"and":[29,54],"autonomy":[30],"these":[32],"systems.":[33],"PiM":[34],"(processing-in-memory)":[35],"is":[36],"emerging":[37],"as":[38],"way":[40],"mitigating":[42],"while":[47],"satisfying":[48],"stringent":[50],"performance,":[51],"energy":[52],"efficiency,":[53],"accuracy":[55],"requirements":[56],"edge":[58],"imaging":[59],"applications":[60],"that":[61],"rely":[62],"CNNs":[64],"(convolutional":[65],"neural":[66],"networks).":[67]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}