Gleb I. Radchenko

According to our database, Gleb I. Radchenko authored at least 40 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Edge AI Collaborative Learning: Bayesian Approaches to Uncertainty Estimation.

Gleb I. Radchenko, Victoria Andrea Fill

CoRR, 2024

Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices.

Gleb I. Radchenko, Victoria Andrea Fill

Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

2023

Uncertainty Estimation in Multi-Agent Distributed Learning.

Gleb I. Radchenko, Victoria Andrea Fill

CoRR, 2023

2021

Fog Computing State of the Art: Concept and Classification of Platforms to Support Distributed Computing Systems.

Alexandra A. Kirsanova, Gleb I. Radchenko, Andrey N. Tchernykh

Supercomput. Front. Innov., 2021

Micro-Workflows Data Stream Processing Model for Industrial Internet of Things.

Ameer B. A. Alaasam, Gleb I. Radchenko, Andrey N. Tchernykh

Supercomput. Front. Innov., 2021

Privacy-preserving neural networks with Homomorphic encryption: Challenges and opportunities.

Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail G. Babenko, Gleb I. Radchenko, Arutyun Avetisyan, Alexander Yu. Drozdov

Peer-to-Peer Netw. Appl., 2021

Digital Twins, Internet of Things and Mobile Medicine: A Review of Current Platforms to Support Smart Healthcare.

Ivan Volkov, Gleb I. Radchenko, Andrei Tchernykh

Program. Comput. Softw., 2021

Refactoring the Monolith Workflow into Independent Micro-Workflows to Support Stream Processing.

Ameer B. A. Alaasam, Gleb I. Radchenko, Andrei Tchernykh

Program. Comput. Softw., 2021

Monitoring system architecture for the multi-scale blockchain-based logistic network.

Vladislav Kashansky, Radu Prodan, Aso Validi, Cristina Olaverri-Monreal, Gleb I. Radchenko

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Monte Carlo Approach to the Computational Capacities Analysis of the Computing Continuum.

Vladislav Kashansky, Gleb I. Radchenko, Radu Prodan

Proceedings of the Computational Science - ICCS 2021, 2021

LR-GD-RNS: Enhanced Privacy-Preserving Logistic Regression Algorithms for Secure Deployment in Untrusted Environments.

Jorge M. Cortés-Mendoza, Gleb I. Radchenko, Andrei Tchernykh, Bernardo Pulido-Gaytan, Mikhail G. Babenko, Arutyun Avetisyan, Pascal Bouvry, Albert Y. Zomaya

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Analytic Study of Containerizing Stateful Stream Processing as Microservice to Support Digital Twins in Fog Computing.

Ameer B. A. Alaasam, Gleb I. Radchenko, Andrei Tchernykh, José Luis González Compeán

Program. Comput. Softw., 2020

Scalable Data Storage Design for Nonstationary IoT Environment With Adaptive Security and Reliability.

Andrei Tchernykh, Mikhail G. Babenko, Nikolay I. Chervyakov, Vanessa Miranda-López, Arutyun Avetisyan, Alexander Yu. Drozdov, Raúl Rivera-Rodríguez, Gleb I. Radchenko, Zhihui Du

IEEE Internet Things J., 2020

Privacy-Preserving Logistic Regression as a Cloud Service Based on Residue Number System.

Jorge M. Cortés-Mendoza, Andrei Tchernykh, Mikhail G. Babenko, Luis Bernardo Pulido-Gaytan, Gleb I. Radchenko, Franck Leprévost, Xinheng Wang, Arutyun Avetisyan

Proceedings of the Supercomputing, 2020

A Survey on Privacy-Preserving Machine Learning with Fully Homomorphic Encryption.

Luis Bernardo Pulido-Gaytan, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail G. Babenko, Gleb I. Radchenko

Proceedings of the High Performance Computing - 7th Latin American Conference, 2020

2019

Comparative Analysis of Virtualization Methods in Big Data Processing.

Gleb I. Radchenko, Ameer B. A. Alaasam, Andrei Tchernykh

Supercomput. Front. Innov., 2019

Configurable cost-quality optimization of cloud-based VoIP.

Andrei Tchernykh, Jorge M. Cortés-Mendoza, Igor V. Bychkov, Alexander G. Feoktistov, Loic Didelot, Pascal Bouvry, Gleb I. Radchenko, Kirill Borodulin

J. Parallel Distributed Comput., 2019

Operating cost and quality of service optimization for multi-vehicle-type timetabling for urban bus systems.

David Pena, Andrei Tchernykh, Sergio Nesmachnow, Renzo Massobrio, Alexander G. Feoktistov, Igor V. Bychkov, Gleb I. Radchenko, Alexander Yu. Drozdov, Sergey N. Garichev

J. Parallel Distributed Comput., 2019

Performance evaluation of secret sharing schemes with data recovery in secured and reliable heterogeneous multi-cloud storage.

Andrei Tchernykh, Vanessa Miranda-López, Mikhail G. Babenko, Fermin-Alberto Armenta-Cano, Gleb I. Radchenko, Alexander Yu. Drozdov, Arutyun Avetisyan

Clust. Comput., 2019

Data Reliability and Redundancy Optimization of a Secure Multi-cloud Storage Under Uncertainty of Errors and Falsifications.

Andrei Tchernykh, Mikhail G. Babenko, Viktor Andreevich Kuchukov, Vanessa Miranda-López, Arutyun Avetisyan, Raúl Rivera-Rodríguez, Gleb I. Radchenko

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Weighted Two-Levels Secret Sharing Scheme for Multi-Clouds Data Storage with Increased Reliability.

Vanessa Miranda-López, Andrei Tchernykh, Mikhail G. Babenko, Viktor Andreevich Kuchukov, Maxim Anatolievich Deryabin, Elena Golimblevskaia, Egor M. Shiryaev, Arutyun Avetisyan, Raúl Rivera-Rodríguez, Gleb I. Radchenko, El-Ghazali Talbi

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

Multi-objective Configuration of a Secured Distributed Cloud Data Storage.

Luis Enrique García-Hernández, Andrei Tchernykh, Vanessa Miranda-López, Mikhail G. Babenko, Arutyun Avetisyan, Raúl Rivera-Rodríguez, Gleb I. Radchenko, Carlos Jaime Barrios Hernández, Harold Castro, Alexander Yu. Drozdov

Proceedings of the High Performance Computing - 6th Latin American Conference, 2019

2018

Towards a Cloud Computing Paradigm for Big Data Analysis in Smart Cities.

Renzo Massobrio, Sergio Nesmachnow, Andrei Tchernykh, Arutyun Avetisyan, Gleb I. Radchenko

Program. Comput. Softw., 2018

Analysis of Mobility Patterns for Public Transportation and Bus Stops Relocation.

Enzo Fabbiani, Sergio Nesmachnow, Jamal Toutouh, Andrei Tchernykh, Arutyun Avetisyan, Gleb I. Radchenko

Program. Comput. Softw., 2018

AC-RRNS: Anti-collusion secured data sharing scheme for cloud storage.

Andrei Tchernykh, Mikhail G. Babenko, Nikolay I. Chervyakov, Vanessa Miranda-López, Viktor Andreevich Kuchukov, Jorge M. Cortés-Mendoza, Maxim Anatolievich Deryabin, Nikolay Nikolaevich Kucherov, Gleb I. Radchenko, Arutyun Avetisyan

Int. J. Approx. Reason., 2018

Micro-Workflows: Kafka and Kepler Fusion to Support Digital Twins of Industrial Processes.

Gleb I. Radchenko, Ameer B. A. Alaasam, Andrei Tchernykh

Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Dataflow Adapter: A Tool for Integrating Legacy Applications into Distributed Stream Processing.

Alexey Podkoritov, Ksenia Repina, Gleb I. Radchenko, Andrei Tchernykh

Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Identification of Saimaa Ringed Seal Individuals Using Transfer Learning.

Ekaterina A. Nepovinnykh, Tuomas Eerola, Heikki Kälviäinen, Gleb I. Radchenko

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Towards Digital Twins Cloud Platform: Microservices and Computational Workflows to Rulea Smart Factory.

Kirill Borodulin, Gleb I. Radchenko, Aleksandr Shestakov, Leonid B. Sokolinsky, Andrey Tchernykh, Radu Prodan

Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

RAML-Based Mock Service Generator for Microservice Applications Testing.

Nikita Ashikhmin, Gleb I. Radchenko, Andrei Tchernykh

Proceedings of the Supercomputing, 2017

Towards Mitigating Uncertainty of Data Security Breaches and Collusion in Cloud Computing.

Andrei Tchernykh, Mikhail Grigorevich Babenko, Nikolay Ivanovich Chervyakov, Jorge M. Cortés-Mendoza, Nikolay Nikolaevich Kucherov, Vanessa Miranda-López, Maxim Anatolievich Deryabin, Inna Dvoryaninova, Gleb I. Radchenko

Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Unfairness Correction in P2P Grids Based on Residue Number System of a Special Form.

Mikhail Grigorevich Babenko, Nikolay Ivanovich Chervyakov, Andrei Tchernykh, Nikolay Nikolaevich Kucherov, Maria Nikolaevna Shabalina, Irina Vashchenko, Gleb I. Radchenko, Daniil Murga

Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Experimental Analysis of Secret Sharing Schemes for Cloud Storage Based on RNS.

Vanessa Miranda-López, Andrei Tchernykh, Jorge M. Cortés-Mendoza, Mikhail G. Babenko, Gleb I. Radchenko, Sergio Nesmachnow, Zhihui Du

Proceedings of the High Performance Computing - 4th Latin American Conference, 2017

Bi-objective Heterogeneous Consolidation in Cloud Computing.

Luis-Angel Galaviz-Alejos, Fermin-Alberto Armenta-Cano, Andrei Tchernykh, Gleb I. Radchenko, Alexander Yu. Drozdov, Oleg Sergiyenko, Ramin Yahyapour

Proceedings of the High Performance Computing - 4th Latin American Conference, 2017

2016

Testing-as-a-service approach for cloud applications.

Dmitry I. Savchenko, Nikita Ashikhmin, Gleb I. Radchenko

Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera.

I. V. Sukhinskiy, Ekaterina A. Nepovinnykh, Gleb I. Radchenko

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Problem-oriented scheduling of cloud applications: PO-HEFT algorithm case study.

Ekaterina A. Nepovinnykh, Gleb I. Radchenko

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

2015

Microservices validation: Mjolnirr platform case study.

Dmitry I. Savchenko, Gleb I. Radchenko, Ossi Taipale

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

2014

Mjolnirr: Private PaaS as distributed computing evolution.

Dmitry I. Savchenko, Gleb I. Radchenko

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Mjolnirr: A Hybrid Approach to Distributed Computing - Architecture and Implementation.

Dmitry I. Savchenko, Gleb I. Radchenko

Proceedings of the CLOSER 2014, 2014