{"id":"https://openalex.org/W4417284714","doi":"https://doi.org/10.1145/3770501.3770525","title":"Unlocking AIoT Efficiency in the Computing Continuum - the PANDORA framework","display_name":"Unlocking AIoT Efficiency in the Computing Continuum - the PANDORA framework","publication_year":2025,"publication_date":"2025-11-18","ids":{"openalex":"https://openalex.org/W4417284714","doi":"https://doi.org/10.1145/3770501.3770525"},"language":"en","primary_location":{"id":"doi:10.1145/3770501.3770525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770501.3770525","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3770501.3770525","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 15th International Conference on the Internet of Things","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3770501.3770525","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078078081","display_name":"Georgios Bouloukakis","orcid":"https://orcid.org/0000-0003-0109-9527"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR","GR"],"is_corresponding":false,"raw_author_name":"Georgios Bouloukakis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece and T\u00e9l\u00e9com SudParis / IP Paris, Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-0109-9527","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece and T\u00e9l\u00e9com SudParis / IP Paris, Paris, France","institution_ids":["https://openalex.org/I174878644","https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089220443","display_name":"Ajay Kattepur","orcid":"https://orcid.org/0000-0002-6540-1097"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ajay Kattepur","raw_affiliation_strings":["Ericsson Research, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0002-6540-1097","affiliations":[{"raw_affiliation_string":"Ericsson Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070836307","display_name":"Du\u0161an Jakoveti\u0107","orcid":"https://orcid.org/0000-0003-3497-5589"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dusan Jakovetic","raw_affiliation_strings":["Dept. of Math. and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-3497-5589","affiliations":[{"raw_affiliation_string":"Dept. of Math. and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120788118","display_name":"Alexandros Iosifidis","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alexandros Iosifidis","raw_affiliation_strings":["Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4807-1345","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"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/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Tserpes","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0001-5183-1443","affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047139078","display_name":"Maria Pateraki","orcid":"https://orcid.org/0000-0002-8943-4598"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Pateraki","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0002-8943-4598","affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5630999803543091,"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":0.5630999803543091,"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/T14347","display_name":"Big Data and Digital Economy","score":0.023399999365210533,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.020099999383091927,"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/software-deployment","display_name":"Software deployment","score":0.6759999990463257},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.6108999848365784},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4756999909877777},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4512999951839447},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.40799999237060547},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.3944999873638153},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.3682999908924103}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6759999990463257},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.6108999848365784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5878000259399414},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4756999909877777},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4512999951839447},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.40799999237060547},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.38089999556541443},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.3682999908924103},{"id":"https://openalex.org/C2780202397","wikidata":"https://www.wikidata.org/wiki/Q2294986","display_name":"Smart objects","level":3,"score":0.33239999413490295},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3319000005722046},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3197999894618988},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27399998903274536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27219998836517334},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.2696000039577484},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25290000438690186},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3770501.3770525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770501.3770525","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3770501.3770525","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 15th International Conference on the Internet of Things","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05318579v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05318579","pdf_url":"https://hal.science/hal-05318579/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"15th International Conference on the Internet of Things (IoT), ACM, Nov 2025, Vienna, Austria. &#x27E8;10.1145/3770501.3770525&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:trepo.tuni.fi:10024/233941","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/233941","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":{"id":"doi:10.1145/3770501.3770525","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770501.3770525","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3770501.3770525","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 15th International Conference on the Internet of Things","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417284714.pdf","grobid_xml":"https://content.openalex.org/works/W4417284714.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2107726111","https://openalex.org/W2807425309","https://openalex.org/W2884178146","https://openalex.org/W2963001155","https://openalex.org/W4205745492","https://openalex.org/W4224989753","https://openalex.org/W4243123143","https://openalex.org/W4292972809","https://openalex.org/W4303627730","https://openalex.org/W4309729366","https://openalex.org/W4312438118","https://openalex.org/W4312850891","https://openalex.org/W4392090462","https://openalex.org/W4400315242","https://openalex.org/W4407049659","https://openalex.org/W4413920164"],"related_works":[],"abstract_inverted_index":{"As":[0],"Internet":[1],"of":[2,20,27,42,55,105,129],"Things":[3,56],"(IoT)":[4],"and":[5,45,62,75,80,99,103,113,121],"IoT-Edge-Cloud":[6],"continuum":[7],"technologies":[8],"evolve,":[9],"physical":[10],"environments":[11],"are":[12,33],"increasingly":[13],"embedded":[14],"with":[15,134],"sensors,":[16],"driving":[17],"the":[18,40,101],"development":[19],"smart":[21,96],"space":[22,97],"ecosystems.":[23],"The":[24],"vast":[25],"amounts":[26],"data":[28,74],"generated":[29],"by":[30],"IoT":[31],"devices":[32],"transforming":[34],"how":[35],"these":[36],"ecosystems":[37,98],"function":[38],"through":[39],"integration":[41],"AI":[43],"models":[44],"algorithms.":[46],"This":[47,84],"convergence":[48],"has":[49],"given":[50],"rise":[51],"to":[52,71,117],"Artificial":[53],"Intelligence":[54],"(AIoT)":[57],"systems.":[58,107],"Designing":[59],"robust,":[60,119],"efficient,":[61],"continuously":[63],"operating":[64],"AIoT":[65,106,123],"systems":[66],"generally":[67],"depends":[68],"on":[69],"access":[70],"realistic,":[72],"trustworthy":[73,93],"innovative":[76],"strategies":[77],"for":[78,91],"training":[79],"inference":[81],"at":[82],"runtime.":[83],"article":[85],"presents":[86],"PANDORA,":[87],"a":[88,135],"comprehensive":[89],"framework":[90],"delivering":[92],"datasets":[94],"in":[95],"supporting":[100],"deployment":[102],"operation":[104],"PANDORA":[108,130],"implements":[109],"novel":[110],"AI-as-a-Service":[111],"(AIaaS)":[112],"Compute-as-a-Service":[114],"(CaaS)":[115],"components":[116],"ensure":[118],"explainable,":[120],"continual":[122],"system":[124],"operation.":[125],"A":[126],"prototype":[127],"implementation":[128],"is":[131],"provided,":[132],"along":[133],"real-world":[136],"pilot":[137],"case":[138],"demonstrating":[139],"its":[140],"applicability.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-29T00:00:00"}
