Angan Mitra, K. Nguyen, T. Nguyen, D. Trystram, P. Youssef
{"title":"Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building","authors":"Angan Mitra, K. Nguyen, T. Nguyen, D. Trystram, P. Youssef","doi":"10.48550/arXiv.2208.00522","DOIUrl":"https://doi.org/10.48550/arXiv.2208.00522","url":null,"abstract":"The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and communication. In this direction, we propose an online algorithm minimizing non-convex loss functions aggregated from individual data/models distributed over a network. We provide the theoretical performance guarantee of our algorithm and demonstrate its utility on a real life smart building.","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115053994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Federated Learning-Based IoT Intrusion Detection on Non-IID Data","authors":"Wenxuan Huang, T. Tiropanis, G. Konstantinidis","doi":"10.1007/978-3-031-20936-9_26","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_26","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114245698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Geovane Fedrecheski, L. Costa, Samira Afzal, J. Rabaey, R. D. Lopes, M. Zuffo
{"title":"A low-overhead approach for self-sovereign identity in IoT","authors":"Geovane Fedrecheski, L. Costa, Samira Afzal, J. Rabaey, R. D. Lopes, M. Zuffo","doi":"10.1007/978-3-031-20936-9_21","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_21","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127058514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Domain Generalization on Constrained Platforms: On the Compatibility with Pruning Techniques","authors":"Baptiste Nguyen, Pierre-Alain Moëllic, S. Blayac","doi":"10.1007/978-3-031-20936-9_20","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_20","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"68 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121011555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Takekazu Kitagishi, Hangli Ge, Takashi Michikata, N. Koshizuka
{"title":"Wi-Monitor: Wi-Fi Channel State Information-Based Crowd Counting with Lightweight and Low-Cost IoT Devices","authors":"Takekazu Kitagishi, Hangli Ge, Takashi Michikata, N. Koshizuka","doi":"10.1007/978-3-031-20936-9_11","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_11","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124892202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Latency and Energy Consumption of Convolutional Neural Network Models from IoT Edge Perspective","authors":"Sebastian Hauschild, H. Hellbrück","doi":"10.1007/978-3-031-20936-9_31","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_31","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127666841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Loupos, Christos Kalogirou, H. Niavis, A. Gómez-Skarmeta, Elena Torroglosa-García, Angel Palomares, Hui Song, Paul-Emmanuel Brun, Francesca Giampaolo, D. Landuyt, Sam Michiels, Blaž Podgorelec, C.K. Xenakis, Michail Bampatsikos, Konstantinos Krilakis
{"title":"A Holistic Approach for IoT Networks' Identity and Trust Management - The ERATOSTHENES Project","authors":"K. Loupos, Christos Kalogirou, H. Niavis, A. Gómez-Skarmeta, Elena Torroglosa-García, Angel Palomares, Hui Song, Paul-Emmanuel Brun, Francesca Giampaolo, D. Landuyt, Sam Michiels, Blaž Podgorelec, C.K. Xenakis, Michail Bampatsikos, Konstantinos Krilakis","doi":"10.1007/978-3-031-20936-9_27","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_27","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133954181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Arslan Musaddiq, Neda Maleki, Francis Palma, Tobias Olsson, Daniel Toll, David Mozart, Mustafa Omareen, Johan Leitet, John S. Jeansson, F. Ahlgren
{"title":"Industry-Academia Cooperation: Applied IoT Research for SMEs in South-East Sweden","authors":"Arslan Musaddiq, Neda Maleki, Francis Palma, Tobias Olsson, Daniel Toll, David Mozart, Mustafa Omareen, Johan Leitet, John S. Jeansson, F. Ahlgren","doi":"10.1007/978-3-031-20936-9_32","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_32","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134113615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Smart IoT Gateway Capable of Prescreening for Atrial Fibrillation","authors":"E. Flanagan, R. Sadleir","doi":"10.1007/978-3-031-20936-9_9","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_9","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"111 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117312006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sérgio Figueiredo, Paulo Silva, Alfonso Iacovazzi, Vitalina Holubenko, João Casal, J. A. Calero, Q. Wang, Pedro Colarejo, Ross Little Armitt, Giacomo Inches, S. Raza
{"title":"ARCADIAN-IoT - Enabling Autonomous Trust, Security and Privacy Management for IoT","authors":"Sérgio Figueiredo, Paulo Silva, Alfonso Iacovazzi, Vitalina Holubenko, João Casal, J. A. Calero, Q. Wang, Pedro Colarejo, Ross Little Armitt, Giacomo Inches, S. Raza","doi":"10.1007/978-3-031-20936-9_28","DOIUrl":"https://doi.org/10.1007/978-3-031-20936-9_28","url":null,"abstract":"","PeriodicalId":140428,"journal":{"name":"Global Internet of Things Summit","volume":"43 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123608389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}