{"id":"https://openalex.org/W4401508054","doi":"https://doi.org/10.1109/infocom52122.2024.10621228","title":"Analog In-Network Computing through Memristor-based Match-Compute Processing","display_name":"Analog In-Network Computing through Memristor-based Match-Compute Processing","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401508054","doi":"https://doi.org/10.1109/infocom52122.2024.10621228"},"language":"en","primary_location":{"id":"doi:10.1109/infocom52122.2024.10621228","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocom52122.2024.10621228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013480158","display_name":"Saad Saleh","orcid":"https://orcid.org/0000-0002-4445-9548"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Saad Saleh","raw_affiliation_strings":["University of Groningen,Bernoulli Institute,Netherlands","Bernoulli Institute, University of Groningen, Netherlands","CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen,Bernoulli Institute,Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Bernoulli Institute, University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055937049","display_name":"Anouk S. Goossens","orcid":"https://orcid.org/0000-0002-5600-417X"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anouk S. Goossens","raw_affiliation_strings":["University of Groningen,Zernike Institute for Advanced Materials,Netherlands","CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","Zernike Institute for Advanced Materials, University of Groningen, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen,Zernike Institute for Advanced Materials,Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Zernike Institute for Advanced Materials, University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101390882","display_name":"Sunny Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sunny Shu","raw_affiliation_strings":["University of Groningen,Bernoulli Institute,Netherlands","Bernoulli Institute, University of Groningen, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen,Bernoulli Institute,Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Bernoulli Institute, University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080589399","display_name":"T. Banerjee","orcid":"https://orcid.org/0000-0001-6848-0467"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tamalika Banerjee","raw_affiliation_strings":["University of Groningen,Zernike Institute for Advanced Materials,Netherlands","CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","Zernike Institute for Advanced Materials, University of Groningen, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen,Zernike Institute for Advanced Materials,Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Zernike Institute for Advanced Materials, University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025082646","display_name":"Boris Koldehofe","orcid":"https://orcid.org/0000-0002-1588-2056"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Boris Koldehofe","raw_affiliation_strings":["Technische Universit&#x00E4;t Ilmenau,Department of Computer Science and Automation,Germany","CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t Ilmenau,Department of Computer Science and Automation,Germany","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"CogniGron (Groningen Cognitive Systems and Materials Center), University of Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013480158"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":0.41,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60942162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2518","last_page":"2527"},"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":0.9973000288009644,"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/memristor","display_name":"Memristor","score":0.8439534902572632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7463878393173218},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.16269496083259583},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0791846215724945}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8439534902572632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463878393173218},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.16269496083259583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0791846215724945}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/infocom52122.2024.10621228","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocom52122.2024.10621228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Saleh, S, Goossens, A, Shu, S, Banerjee, T & Koldehofe, B 2024, Analog In-Network Computing through Memristor-based Match-Compute Processing. in IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, IEEE International Conference on Computer Communications (INFOCOM), Vancouver, British Columbia, Canada, 20/05/2024. https://doi.org/10.1109/INFOCOM52122.2024.10621228","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/bae8a4e6-61c6-46c6-b8a3-c9d054610009","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Saleh, S, Goossens, A, Shu, S, Banerjee, T & Koldehofe, B 2024, Analog In-Network Computing through Memristor-based Match-Compute Processing. in IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, IEEE International Conference on Computer Communications (INFOCOM), Vancouver, British Columbia, Canada, 20/05/2024. https://doi.org/10.1109/INFOCOM52122.2024.10621228","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/bae8a4e6-61c6-46c6-b8a3-c9d054610009","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Saleh, S, Goossens, A, Shu, S, Banerjee, T & Koldehofe, B 2024, Analog In-Network Computing through Memristor-based Match-Compute Processing. in IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, IEEE International Conference on Computer Communications (INFOCOM), Vancouver, British Columbia, Canada, 20/05/2024. https://doi.org/10.1109/INFOCOM52122.2024.10621228","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G88163903","display_name":null,"funder_award_id":"Ubbo Emmius","funder_id":"https://openalex.org/F4320320933","funder_display_name":"Rijksuniversiteit Groningen"}],"funders":[{"id":"https://openalex.org/F4320320933","display_name":"Rijksuniversiteit Groningen","ror":"https://ror.org/012p63287"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1986214719","https://openalex.org/W2064254772","https://openalex.org/W2079011622","https://openalex.org/W2112181056","https://openalex.org/W2122385695","https://openalex.org/W2155349378","https://openalex.org/W2158733823","https://openalex.org/W2265074903","https://openalex.org/W2511463163","https://openalex.org/W2539125154","https://openalex.org/W2592273991","https://openalex.org/W2830509727","https://openalex.org/W2902382446","https://openalex.org/W2911572544","https://openalex.org/W2959627720","https://openalex.org/W2970751258","https://openalex.org/W2975356627","https://openalex.org/W2992017379","https://openalex.org/W3013080934","https://openalex.org/W3098380984","https://openalex.org/W3103837983","https://openalex.org/W3170645037","https://openalex.org/W3175353854","https://openalex.org/W3190458349","https://openalex.org/W4210357113","https://openalex.org/W4214870028","https://openalex.org/W4244441832","https://openalex.org/W4290991422","https://openalex.org/W4290991465","https://openalex.org/W4309760588","https://openalex.org/W4311217861","https://openalex.org/W4312902434","https://openalex.org/W4318715254","https://openalex.org/W4320920564","https://openalex.org/W4327773942","https://openalex.org/W4366493236","https://openalex.org/W4375859160","https://openalex.org/W4386243246","https://openalex.org/W4388644559","https://openalex.org/W4391236177","https://openalex.org/W4400234110","https://openalex.org/W6639975574"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2304829496","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2463286374","https://openalex.org/W2052332160","https://openalex.org/W2204001882"],"abstract_inverted_index":{"Current":[0],"network":[1,79,121,152],"functions":[2],"consume":[3],"a":[4,50,89,125,139,150,178],"significant":[5],"amount":[6],"of":[7,49,72,85,112,114,166,174,187],"energy":[8,77,188],"and":[9,39,59,61,105,144,169],"lack":[10],"the":[11,26,37,47,70,82,110,119,134,146,163,196],"capacity":[12],"to":[13],"support":[14],"more":[15],"expressive":[16],"learning":[17],"models":[18],"like":[19],"neuromorphic":[20],"functions.":[21,80,101],"The":[22,172],"major":[23],"reason":[24],"is":[25,191],"underlying":[27],"transistor-based":[28],"components":[29],"that":[30],"require":[31],"continuous":[32],"energy-intensive":[33],"data":[34],"movements":[35],"between":[36],"storage":[38],"computational":[40,63],"units.":[41],"In":[42],"this":[43],"research,":[44],"we":[45,68,87],"propose":[46,69,88],"use":[48],"novel":[51],"component,":[52],"called":[53],"Memristor,":[54],"which":[55,96,158,190],"can":[56,97],"colocalize":[57],"computation":[58],"storage,":[60],"provide":[62,98],"capabilities.":[64],"Building":[65],"on":[66,133],"memristors,":[67,86],"concept":[71],"match-compute":[73,140,175],"processing":[74,84,142,176],"for":[75,128,149],"supporting":[76],"efficient":[78],"Considering":[81],"analog":[83,99],"Probabilistic":[90],"Content":[91],"Addressable":[92],"Memory":[93],"(pCAM)":[94],"abstraction":[95],"match":[100,113,135],"pCAM":[102,123],"provides":[103],"deterministic":[104],"probabilistic":[106],"outputs":[107],"depending":[108],"upon":[109,162],"closeness":[111],"an":[115],"incoming":[116],"query":[117],"with":[118],"specified":[120],"policy.":[122],"uses":[124],"crossbar":[126],"array":[127],"line":[129],"rate":[130],"matrix":[131],"multiplications":[132],"outputs.":[136],"We":[137],"proposed":[138],"packet":[141],"architecture":[143],"developed":[145],"programming":[147],"abstractions":[148],"baseline":[151],"function,":[153],"i.e.,":[154],"Active":[155],"Queue":[156],"Management,":[157],"drops":[159],"packets":[160],"based":[161],"higher-order":[164],"derivatives":[165],"sojourn":[167],"times":[168,193],"buffer":[170],"sizes.":[171],"analysis":[173],"over":[177],"physically":[179],"fabricated":[180],"memristor":[181],"chip":[182],"showed":[183],"only":[184],"0.01":[185],"fJ/bit/cell":[186],"consumption,":[189],"50":[192],"less":[194],"than":[195],"traditional":[197],"match-action":[198],"processing.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
