Rustem Dautov

55 papers A 1B 8C 4Misc 4Journal 11Unranked 26
YearRankTypeTitle / Venue / Authors
2025 C conf
Data Interoperability Using Smart Data Models and NGSI-LD for the Norwegian Agrifood Sector.
FedCSIS
Rustem Dautov, Simeon Tverdal, André Skoog Bondevik, Svein Arild Frøshaug, Vera Szabo, Jan Robert Fiksdal
2025 — conf
FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems.
ACSOS-C
Erik Johannes Husom, Rustem Dautov, Arda Goknil
2025 — conf
Interoperable Agritech Data Pipelines with NGSI-LD and Smart Data Models.
ISD
Rustem Dautov, Simeon Tverdal, André Skoog Bondevik, Svein Arild Frøshaug, Vera Szabo, Jan Robert Fiksdal
2025 Misc conf
Knowledge Systematization for Security Orchestration in CPS and IoT Systems.
CSR
Phu Hong Nguyen, Hui Song, Rustem Dautov, Nicolas Ferry, Angel Rego, Erkuden Rios, Eider Iturbe, Valeria Valdés, Ana Rosa Cavalli, Wissam Mallouli
2025 Misc conf
Machine Learning Model Complexity as a Mitigation Strategy Against Industrial Espionage through Membership Inference Attacks.
CSR
Rustem Dautov, Hui Song, Christian Schaefer, Seonghyun Kim, Verena Pietsch
2025 B conf
inCoord: Intent-based Coordination in the Multi-domain Cloud-Edge Continuum.
ICNP
Andrea Morichetta, Juan Brenes, Mikhail Kolobov, Djawida Dib, Thijs Metsch, Anna Lackinger, Cveta Capova, Hui Song, Rustem Dautov, Ahmed Khalid, Sigmund Akselsen, Arne Munch-Ellingsen, Schahram Dustdar
2024 — conf
Drowsiness Detection Using Federated Learning: Lessons Learnt from Dealing with Non-IID Data.
PETRA
Rustem Dautov, Erik Johannes Husom
2024 — conf
INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum.
RuleML+RR (Companion)
Rustem Dautov, Hui Song, Dumitru Roman, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Seonghyun Kim, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Dessislava Petrova-Antonova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu
2024 — conf
INTEND: Intent-Based Data Operation in the Computing Continuum.
CAiSE Research Projects Exhibition
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
2024 B conf
Latency-Aware Node Selection in Federated Learning.
IFIP Networking
Rustem Dautov, Erik Johannes Husom
2024 — conf
Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning.
SEAMS@ICSE
Rustem Dautov, Erik Johannes Husom
2024 — conf
SMARAGD: Data Interoperability for Decision Support in the Norwegian Agrifood Sector.
RuleML+RR (Companion)
Rustem Dautov, Simeon Tverdal, André Skoog Bondevik, Svein Arild Frøshaug, Vera Szabo, Jan Robert Fiksdal, Martin Fodstad Stølen
2023 B conf
An inclusive Lifecycle Approach for IoT Devices Trust and Identity Management.
ARES
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
2023 B conf
Context-Aware Digital Twins to Support Software Management at the Edge.
RCIS
Rustem Dautov, Hui Song
2023 C conf
Function-as-a-Service for the Cloud-to-Thing Continuum: A Systematic Mapping Study.
IoTBDS
Bárbara da Silva Oliveira, Nicolas Ferry, Hui Song, Rustem Dautov, Ankica Barisic, Atslands Rego da Rocha
2023 B conf
The DYNABIC approach to resilience of critical infrastructures.
ARES
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
2023 — conf
Towards Community-Driven Generative AI.
FedCSIS (Position Papers)
Rustem Dautov, Erik Johannes Husom, Sagar Sen, Hui Song
2023 C conf
Towards Smarter Security Orchestration and Automatic Response for CPS and IoT.
CloudCom
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
2022 B conf
Bridging the Gap Between Java and Python in Mobile Software Development to Enable MLOps.
WiMob
Rustem Dautov, Erik Johannes Husom, Fotis Gonidis, Spyridon Papatzelos, Nikolaos Malamas
2022 — conf
Machine Learning for Fatigue Detection using Fitbit Fitness Trackers.
icSPORTS
Erik Johannes Husom, Rustem Dautov, Adela-Aniela Nedisan, Fotis Gonidis, Spyridon Papatzelos, Nikolaos Malamas
2022 J jnl
Model-based fleet deployment in the IoT-edge-cloud continuum.
Softw. Syst. Model.
Hui Song, Rustem Dautov, Nicolas Ferry, Arnor Solberg, Franck Fleurey
2022 J jnl
Stream Processing on Clustered Edge Devices.
IEEE Trans. Cloud Comput.
Rustem Dautov, Salvatore Distefano
2022 B conf
Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT Continuum.
CCGRID
Nicolas Ferry, Rustem Dautov, Hui Song
2021 J jnl
Automating IoT Data-Intensive Application Allocation in Clustered Edge Computing.
IEEE Trans. Knowl. Data Eng.
Rustem Dautov, Salvatore Distefano
2021 J jnl
Data agility through clustered edge computing and stream processing.
Concurr. Comput. Pract. Exp.
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
2021 C conf
Towards a Sustainable IoT with Last-Mile Software Deployment.
ISCC
Rustem Dautov, Hui Song, Nicolas Ferry
2020 Misc conf
A Light-Weight Approach to Software Assignment at the Edge.
UCC
Rustem Dautov, Hui Song, Nicolas Ferry
2020 A conf
Model-based fleet deployment of edge computing applications.
MoDELS
Hui Song, Rustem Dautov, Nicolas Ferry, Arnor Solberg, Franck Fleurey
2020 — conf
Towards Agile Management of Containerised Software at the Edge.
ICPS
Rustem Dautov, Hui Song
2019 J jnl
Enabling Workload Engineering in Edge, Fog, and Cloud Computing through OpenStack-based Middleware.
ACM Trans. Internet Techn.
Giovanni Merlino, Rustem Dautov, Salvatore Distefano, Dario Bruneo
2019 J jnl
Hierarchical data fusion for Smart Healthcare.
J. Big Data
Rustem Dautov, Salvatore Distefano, Rajkumar Buyya
2019 — conf
Towards IoT Diversity via Automated Fleet Management.
MDE4IoT/ModComp@MoDELS
Rustem Dautov, Hui Song
2018 J jnl
Cover Image Volume 48, Issue 8.
Softw. Pract. Exp.
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Rajkumar Buyya
2018 J jnl
Data Processing in Cyber-Physical-Social Systems Through Edge Computing.
IEEE Access
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
2018 J jnl
Metropolitan intelligent surveillance systems for urban areas by harnessing IoT and edge computing paradigms.
Softw. Pract. Exp.
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito, Rajkumar Buyya
2017 — conf
Crowdsourcing and Stigmergic Approaches for (Swarm) Intelligent Transportation Systems.
HCC
Salvatore Distefano, Giovanni Merlino, Antonio Puliafito, Davide Cerotti, Rustem Dautov
2017 B conf
Distributed Data Fusion for the Internet of Things.
PaCT
Rustem Dautov, Salvatore Distefano
2017 — conf
Finding Correlations Between Driver Stress and Traffic Accidents: An Experimental Study.
KES-AMSTA
Margarita Pavlovskaya, Ruslan Gaisin, Rustem Dautov
2017 — conf
Policy Management and Enforcement Using OWL and SWRL for the Internet of Things.
ADHOC-NOW
Rustem Dautov, Symeon Veloudis, Iraklis Paraskakis, Salvatore Distefano
2017 — conf
Property-Based Network Discovery of IoT Nodes Using Bloom Filters.
HCC
Rustem Dautov, Salvatore Distefano, Oleg Senko, Oleg Surnin
2017 — conf
Pushing Intelligence to the Edge with a Stream Processing Architecture.
iThings/GreenCom/CPSCom/SmartData
Rustem Dautov, Salvatore Distefano, Dario Bruneo, Francesco Longo, Giovanni Merlino, Antonio Puliafito
2017 — conf
Quantifying volume, velocity, and variety to support (Big) data-intensive application development.
IEEE BigData
Rustem Dautov, Salvatore Distefano
2017 — conf
Semantic Web Languages for Policy Enforcement in the Internet of Things.
HCC
Rustem Dautov, Salvatore Distefano
2017 — conf
Targeted Content Delivery to IoT Devices Using Bloom Filters.
ADHOC-NOW
Rustem Dautov, Salvatore Distefano
2017 — conf
Three-level hierarchical data fusion through the IoT, edge, and cloud computing.
IML
Rustem Dautov, Salvatore Distefano
2017 — conf
Towards a Global Intelligent Surveillance System.
ICDSC
Rustem Dautov, Salvatore Distefano, Giovanni Merlino, Dario Bruneo, Francesco Longo, Antonio Puliafito
2017 — conf
Vs-Driven Big Data Process Development.
InfQ@VALUETOOLS
Rustem Dautov, Salvatore Distefano
2015 — —
EXCLAIM framework: a monitoring and analysis framework to support self-governance in Cloud Application Platforms.
Rustem Dautov
2014 — conf
Cloud Sensor Ontology and Linked Data to Support Autonomicity in Cloud Application Platforms.
KESW
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
2014 — conf
Cost in the Cloud Rationalisation and Research Trails.
CBD
Kahina Hamadache, Paraskevi Zerva, Ariana Polyviou, Viliam Simko, Rustem Dautov, Fotis Gonidis, Ivan Dario Paez Anaya
2014 J jnl
Towards a framework for monitoring cloud application platforms as sensor networks.
Clust. Comput.
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
2014 J jnl
Utilising stream reasoning techniques to underpin an autonomous framework for cloud application platforms.
J. Cloud Comput.
Rustem Dautov, Iraklis Paraskakis, Mike Stannett
2013 — conf
A vision for monitoring cloud application platforms as sensor networks.
CAC
Rustem Dautov, Iraklis Paraskakis
2013 — conf
Addressing self-management in cloud platforms: a semantic sensor web approach.
HotTopiCS
Rustem Dautov, Dimitrios Kourtesis, Iraklis Paraskakis, Mike Stannett
2013 Misc conf
Utilising Stream Reasoning Techniques to Create a Self-Adaptation Framework for Cloud Environments.
UCC
Rustem Dautov, Iraklis Paraskakis, Mike Stannett