{"id":"https://openalex.org/W4385485041","doi":"https://doi.org/10.1109/icasspw59220.2023.10193222","title":"AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence","display_name":"AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4385485041","doi":"https://doi.org/10.1109/icasspw59220.2023.10193222"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw59220.2023.10193222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw59220.2023.10193222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023471278","display_name":"Vincenzo Lomonaco","orcid":"https://orcid.org/0000-0001-8308-6599"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Lomonaco","raw_affiliation_strings":["Universit&#x00E0; di Pisa"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; di Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013551830","display_name":"Valerio De","orcid":"https://orcid.org/0000-0002-5267-6614"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valerio De Caro","raw_affiliation_strings":["Universit&#x00E0; di Pisa"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; di Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011604061","display_name":"Claudio Gallicchio","orcid":"https://orcid.org/0000-0002-6692-2564"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Gallicchio","raw_affiliation_strings":["Universit&#x00E0; di Pisa"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; di Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041806564","display_name":"Antonio Carta","orcid":"https://orcid.org/0000-0002-0003-2323"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Carta","raw_affiliation_strings":["Universit&#x00E0; di Pisa"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; di Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004481552","display_name":"Christos Sardianos","orcid":"https://orcid.org/0000-0001-7262-7310"},"institutions":[{"id":"https://openalex.org/I32762134","display_name":"Harokopio University of Athens","ror":"https://ror.org/02k5gp281","country_code":"GR","type":"education","lineage":["https://openalex.org/I32762134"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Sardianos","raw_affiliation_strings":["Harokopio University of Athens"],"affiliations":[{"raw_affiliation_string":"Harokopio University of Athens","institution_ids":["https://openalex.org/I32762134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056484904","display_name":"Iraklis Varlamis","orcid":"https://orcid.org/0000-0002-0876-8167"},"institutions":[{"id":"https://openalex.org/I32762134","display_name":"Harokopio University of Athens","ror":"https://ror.org/02k5gp281","country_code":"GR","type":"education","lineage":["https://openalex.org/I32762134"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iraklis Varlamis","raw_affiliation_strings":["Harokopio University of Athens"],"affiliations":[{"raw_affiliation_string":"Harokopio University of Athens","institution_ids":["https://openalex.org/I32762134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021420035","display_name":"Konstantinos Tserpes","orcid":"https://orcid.org/0000-0001-5183-1443"},"institutions":[{"id":"https://openalex.org/I32762134","display_name":"Harokopio University of Athens","ror":"https://ror.org/02k5gp281","country_code":"GR","type":"education","lineage":["https://openalex.org/I32762134"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Tserpes","raw_affiliation_strings":["Harokopio University of Athens"],"affiliations":[{"raw_affiliation_string":"Harokopio University of Athens","institution_ids":["https://openalex.org/I32762134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000139038","display_name":"Massimo Coppola","orcid":"https://orcid.org/0000-0002-7937-4157"},"institutions":[{"id":"https://openalex.org/I4210120510","display_name":"Information Technology for Market Leadership (Greece)","ror":"https://ror.org/02erc6n26","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210120510"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Massimo Coppola","raw_affiliation_strings":["Information Technology for Market Leadership"],"affiliations":[{"raw_affiliation_string":"Information Technology for Market Leadership","institution_ids":["https://openalex.org/I4210120510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031323976","display_name":"Mina Marmpena","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Mina Marmpena","raw_affiliation_strings":["Austrian Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Austrian Institute of Technology","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029548093","display_name":"Sevasti Politi","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sevasti Politi","raw_affiliation_strings":["Austrian Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Austrian Institute of Technology","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085285032","display_name":"Erwin Schoitsch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144062","display_name":"Consorzio Roma Ricerche","ror":"https://ror.org/03jvpn714","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210144062"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Erwin Schoitsch","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche"],"affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche","institution_ids":["https://openalex.org/I4210144062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053890378","display_name":"Davide Bacciu","orcid":"https://orcid.org/0000-0001-5213-2468"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Bacciu","raw_affiliation_strings":["Universit&#x00E0; di Pisa"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; di Pisa","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5023471278"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":null,"apc_paid":null,"fwci":0.3961,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61198869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9975000023841858,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9975000023841858,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.891395092010498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7740188837051392},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7304568290710449},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.6569849848747253},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5631496906280518},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.49210065603256226},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4908762574195862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4793020784854889},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41950374841690063},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4117491841316223},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3755859136581421},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.16102421283721924}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.891395092010498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7740188837051392},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7304568290710449},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.6569849848747253},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5631496906280518},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.49210065603256226},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4908762574195862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4793020784854889},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41950374841690063},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4117491841316223},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3755859136581421},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.16102421283721924},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icasspw59220.2023.10193222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw59220.2023.10193222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1221743","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1221743","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dnet:iris________::9807c22a086ee59960713db9a30993b1","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"","raw_type":"Conference article"}],"best_oa_location":{"id":"pmh:oai:dnet:iris________::9807c22a086ee59960713db9a30993b1","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"","raw_type":"Conference article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2902455138","https://openalex.org/W2953384591","https://openalex.org/W2954443761","https://openalex.org/W2963799868","https://openalex.org/W3009849862","https://openalex.org/W3194643426","https://openalex.org/W3197377327","https://openalex.org/W3207918085","https://openalex.org/W4206722436","https://openalex.org/W4229081728","https://openalex.org/W4229903222","https://openalex.org/W4293113206","https://openalex.org/W4295312788","https://openalex.org/W4295719664","https://openalex.org/W4296070901","https://openalex.org/W4297814361","https://openalex.org/W6675354045","https://openalex.org/W6713134421","https://openalex.org/W6720514713","https://openalex.org/W6745935785","https://openalex.org/W6756753118","https://openalex.org/W6766978945","https://openalex.org/W6839191168"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W2994988622","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2351197002","https://openalex.org/W4288621009","https://openalex.org/W2953155972"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"and":[2,10,35,75,104],"Machine":[3],"Learning":[4],"toolkits":[5],"such":[6,50],"as":[7,51],"Scikit-learn,":[8],"PyTorch":[9],"Tensorflow":[11],"provide":[12],"today":[13],"a":[14,80],"solid":[15],"starting":[16],"point":[17],"for":[18,66],"the":[19,98],"rapid":[20],"prototyping":[21],"of":[22,90],"R&D":[23,74],"solutions.":[24],"However,":[25],"they":[26],"can":[27],"be":[28],"hardly":[29],"ported":[30],"to":[31,46],"heterogeneous":[32],"decentralised":[33,67],"hardware":[34],"real-world":[36],"production":[37],"environments.":[38],"A":[39],"common":[40],"practice":[41],"involves":[42],"outsourcing":[43],"deployment":[44,76],"solutions":[45,100],"scalable":[47],"cloud":[48],"infrastructures":[49],"Amazon":[52],"SageMaker":[53],"or":[54],"Microsoft":[55],"Azure.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"proposed":[61],"an":[62,84],"open-source":[63],"microservices-based":[64],"architecture":[65],"machine":[68],"intelligence":[69],"which":[70],"aims":[71],"at":[72,101],"bringing":[73],"functionalities":[77,92],"closer":[78],"following":[79],"low-code":[81],"approach.":[82],"Such":[83],"approach":[85],"would":[86],"guarantee":[87],"flexible":[88],"integration":[89],"cutting-edge":[91],"while":[93],"preserving":[94],"complete":[95],"control":[96],"over":[97],"deployed":[99],"negligible":[102],"costs":[103],"maintenance":[105],"efforts.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T15:07:20.185449","created_date":"2025-10-10T00:00:00"}
