Rustem Dautov

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Venues

University of Sheffield, UK (PHD)

Education History

University of Sheffield, UK

PHD

Publications

Rustem Dautov, Erik Johannes Husom
Drowsiness Detection Using Federated Learning: Lessons Learnt from Dealing with Non-IID Data. PETRA (2024)
Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition (2024)
Rustem Dautov, Erik Johannes Husom
Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning. SEAMS@ICSE (2024)
Erkuden Rios, Eider Iturbe, Angel Rego, Nicolas Ferry, Jean-Yves Tigli, Stéphane Lavirotte, Gérald Rocher, Phu Hong Nguyen, Hui Song, Rustem Dautov, Wissam Mallouli, Ana Rosa Cavalli
The DYNABIC approach to resilience of critical infrastructures. ARES (2023)
Rustem Dautov, Hui Song
Context-Aware Digital Twins to Support Software Management at the Edge. RCIS (2023)
Konstantinos Loupos, Harris Niavis, Fotis Michalopoulos, George Misiakoulis, Antonio F. Skarmeta, Jesús Garcia, Angel Palomares, Hui Song, Rustem Dautov, Francesca Giampaolo, Rosella Mancilla, Francesca Costantino, Dimitri Van Landuyt, Sam Michiels, Stefan More, Christos Xenakis, Michail Bampatsikos, Ilias Politis, Konstantinos Krilakis, Sokratis Vavilis
An inclusive Lifecycle Approach for IoT Devices Trust and Identity Management. ARES (2023)
Bárbara da Silva Oliveira, Nicolas Ferry, Hui Song, Rustem Dautov, Ankica Barisic, Atslands Rego da Rocha
Function-as-a-Service for the Cloud-to-Thing Continuum: A Systematic Mapping Study. IoTBDS (2023)
Rustem Dautov, Erik Johannes Husom, Sagar Sen, Hui Song
Towards Community-Driven Generative AI. FedCSIS (Position Papers) (2023)
Phu Hong Nguyen, Rustem Dautov, Hui Song, Angel Rego, Eider Iturbe, Erkuden Rios, Diego Sagasti, Gonzalo Nicolas, Valeria Valdés, Wissam Mallouli, Ana R. Cavalli, Nicolas Ferry
Towards Smarter Security Orchestration and Automatic Response for CPS and IoT. CloudCom (2023)
Nicolas Ferry, Rustem Dautov, Hui Song
Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT Continuum. CCGRID (2022)
Erik Johannes Husom, Rustem Dautov, Adela-Aniela Nedisan, Fotis Gonidis, Spyridon Papatzelos, Nikolaos Malamas
Machine Learning for Fatigue Detection using Fitbit Fitness Trackers. icSPORTS (2022)
Rustem Dautov, Erik Johannes Husom, Fotis Gonidis, Spyridon Papatzelos, Nikolaos Malamas
Bridging the Gap Between Java and Python in Mobile Software Development to Enable MLOps. WiMob (2022)
Hui Song, Rustem Dautov, Nicolas Ferry, Arnor Solberg, Franck Fleurey
Model-based fleet deployment in the IoT-edge-cloud continuum. Softw. Syst. Model. 21 (5) (2022)
Rustem Dautov, Salvatore Distefano
Stream Processing on Clustered Edge Devices. IEEE Trans. Cloud Comput. 10 (2) (2022)
Rustem Dautov, Hui Song, Nicolas Ferry
Towards a Sustainable IoT with Last-Mile Software Deployment. ISCC (2021)
Rustem Dautov, Salvatore Distefano
Automating IoT Data-Intensive Application Allocation in Clustered Edge Computing. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
Data agility through clustered edge computing and stream processing. Concurr. Comput. Pract. Exp. 33 (7) (2021)
Rustem Dautov, Hui Song, Nicolas Ferry
A Light-Weight Approach to Software Assignment at the Edge. UCC (2020)
Rustem Dautov, Hui Song
Towards Agile Management of Containerised Software at the Edge. ICPS (2020)
Hui Song, Rustem Dautov, Nicolas Ferry, Arnor Solberg, Franck Fleurey
Model-based fleet deployment of edge computing applications. MoDELS (2020)
Giovanni Merlino, Rustem Dautov, Salvatore Distefano, Dario Bruneo
Enabling Workload Engineering in Edge, Fog, and Cloud Computing through OpenStack-based Middleware. ACM Trans. Internet Techn. 19 (2) (2019)
Rustem Dautov, Hui Song
Towards IoT Diversity via Automated Fleet Management. MDE4IoT/ModComp@MoDELS (2019)
Rustem Dautov, Salvatore Distefano, Rajkumar Buyya
Hierarchical data fusion for Smart Healthcare. J. Big Data 6 (2019)
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Rajkumar Buyya
Metropolitan intelligent surveillance systems for urban areas by harnessing IoT and edge computing paradigms. Softw. Pract. Exp. 48 (8) (2018)
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
Data Processing in Cyber-Physical-Social Systems Through Edge Computing. IEEE Access 6 (2018)
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Rajkumar Buyya
Cover Image Volume 48, Issue 8. Softw. Pract. Exp. 48 (8) (2018)
Rustem Dautov, Salvatore Distefano
Quantifying volume, velocity, and variety to support (Big) data-intensive application development. IEEE BigData (2017)
Rustem Dautov, Salvatore Distefano
Three-level hierarchical data fusion through the IoT, edge, and cloud computing. IML (2017)
Rustem Dautov, Salvatore Distefano
Distributed Data Fusion for the Internet of Things. PaCT (2017)
Rustem Dautov, Salvatore Distefano
Vs-Driven Big Data Process Development. InfQ@VALUETOOLS (2017)
Rustem Dautov, Salvatore Distefano, Oleg Senko, Oleg Surnin
Property-Based Network Discovery of IoT Nodes Using Bloom Filters. HCC (2017)
Rustem Dautov, Salvatore Distefano, Giovanni Merlino, Dario Bruneo, Francesco Longo, Antonio Puliafito
Towards a Global Intelligent Surveillance System. ICDSC (2017)
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
Pushing Intelligence to the Edge with a Stream Processing Architecture. iThings/GreenCom/CPSCom/SmartData (2017)
Rustem Dautov, Symeon Veloudis, Iraklis Paraskakis, Salvatore Distefano
Policy Management and Enforcement Using OWL and SWRL for the Internet of Things. ADHOC-NOW (2017)
Salvatore Distefano, Giovanni Merlino, Antonio Puliafito, Davide Cerotti, Rustem Dautov
Crowdsourcing and Stigmergic Approaches for (Swarm) Intelligent Transportation Systems. HCC (2017)
Rustem Dautov, Salvatore Distefano
Targeted Content Delivery to IoT Devices Using Bloom Filters. ADHOC-NOW (2017)
Margarita Pavlovskaya, Ruslan Gaisin, Rustem Dautov
Finding Correlations Between Driver Stress and Traffic Accidents: An Experimental Study. KES-AMSTA (2017)
Rustem Dautov, Salvatore Distefano
Semantic Web Languages for Policy Enforcement in the Internet of Things. HCC (2017)
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
Utilising stream reasoning techniques to underpin an autonomous framework for cloud application platforms. J. Cloud Comput. 3 (2014)
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
Cloud Sensor Ontology and Linked Data to Support Autonomicity in Cloud Application Platforms. KESW (2014)
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
Towards a framework for monitoring cloud application platforms as sensor networks. Clust. Comput. 17 (4) (2014)
Kahina Hamadache, Paraskevi Zerva, Ariana Polyviou, Viliam Simko, Rustem Dautov, Fotis Gonidis, Ivan Dario Paez Anaya
Cost in the Cloud Rationalisation and Research Trails. CBD (2014)
Rustem Dautov, Iraklis Paraskakis
A vision for monitoring cloud application platforms as sensor networks. CAC (2013)
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
Utilising Stream Reasoning Techniques to Create a Self-Adaptation Framework for Cloud Environments. UCC (2013)
Rustem Dautov, Dimitrios Kourtesis, Iraklis Paraskakis, Mike Stannett
Addressing self-management in cloud platforms: a semantic sensor web approach. HotTopiCS (2013)

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Publication Activity (10 Years)

Top Topics

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Rustem Dautov