Gleb Radchenko, PhD

Suchergebnisse

• 2021

  Architecture of mHealth Platform for Storing, Exchanging and Processing of Medical Data in Smart Healthcare

  Volkov, I. & Radchenko, G., 2021, Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT): 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT). S. 117 - 120

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • mHealth 100%
  • Health 56%
  • Industry 33%
  • Costs 29%

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

  Pulido-Gaytan, L. B., Tchernykh, A., Cortés-Mendoza, J. M., Babenko, M. & State, S., 2021, Latin American High Performance Computing Conference: CARLA 2020: High Performance Computing. Band 1327. S. 115-129 15 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Cryptography 100%
  • Machine learning 89%
  • Cloud computing 35%
  • Security of data 19%

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

  Cortés-Mendoza, J. M., Radchenko, G. I., Tchernykh, A., Pulido-Gaytan, B., Babenko, M. G., Avetisyan, A., Bouvry, P. & Zomaya, A. Y., 2021, CCGRID. S. 770-775 6 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

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

  Kashansky, V., Prodan, R., Validi, A., Olaverri-Monreal, C. & Radchenko, G. I., 1 Dez. 2021, UCC '21: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion. S. 10:1-10:6 6 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Blockchain 100%
  • Logistics 77%
  • Monitoring 48%
  • Cyber Physical System 19%
  • Electronic data interchange 18%

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

  Kashansky, V., Radchenko, G. & Prodan, R., 2021, International Conference on Computational Science: ICCS 2021: Computational Science – ICCS 2021. Band 12742 LNCS. S. 779-793 15 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Phase transitions 100%
  • Bandwidth 45%
  • Topology 32%
  • Hamiltonians 28%
  • Anisotropy 25%

• Multi-cloud Privacy-Preserving Logistic Regression

  Cortés-Mendoza, J. M., Tchernykh, A., Babenko, M., Pulido-Gaytán, B. & Radchenko, G., 2021, Russian Supercomputing Days: RuSCDays 2021: Supercomputing. S. 457-471

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

• Some Aspects of the Workflow Scheduling in the Computing Continuum Systems

  Kashansky, V., Prodan, R. & Radchenko, G., 5 Sep. 2021, CEUR Workshop Proceedings: Conference "Distributed Computing and Grid Technologies in Science and Education", GRID 2021. S. 106 - 110

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  Open Access

  • Scheduling 100%
  • Scheduling algorithms 71%
  • Topology 49%
  • Communication 36%
• 2020

  Multi-objective Configuration of a Secured Distributed Cloud Data Storage

  García-Hernández, L. E., Tchernykh, A., Miranda-López, V., Babenko, M., Avetisyan, A., Rivera-Rodriguez, R., Radchenko, G., Barrios-Hernandez, C. J., Castro, H., Drozdov, A. Y., J.L., C-M. (Hrsg.) & E., M-R. (Hrsg.), 2020, Latin American High Performance Computing Conference: CARLA 2019: High Performance Computing. Springer Open, Band 1087 CCIS. S. 78-93 16 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Genetic algorithms 100%
  • Data storage equipment 86%
  • Error correction 74%
  • Security of data 66%
  • Multiobjective optimization 66%

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

  Cortés-Mendoza, J. M., Tchernykh, A., Babenko, M., Pulido-Gaytán, L. B., Radchenko, G., Leprevost, F., Wang, X. & Avetisyan, A., 2020, Russian Supercomputing Days: RuSCDays 2020. Band 1331. S. 598-610 13 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Logistic regression 100%
  • Cryptography 73%
  • Medical problems 49%
  • Error detection 49%
  • Data Analytics 49%
• 2018

  Bi-objective heterogeneous consolidation in cloud computing

  Galaviz-Alejos, L-A., Armenta-Cano, F., Tchernykh, A., Radchenko, G., Drozdov, A. Y., Sergiyenko, O., Yahyapour, R., E., M. (Hrsg.) & S., N., 2018, Latin American High Performance Computing Conference: CARLA 2017: High Performance Computing. Band 796. S. 384-398 15 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Consolidation 100%
  • Cloud computing 84%
  • Energy utilization 67%
  • Virtual machine 65%
  • Quality of service 50%

• Experimental analysis of secret sharing schemes for cloud storage based on rns

  Miranda-López, V., Tchernykh, A., Cortés-Mendoza, J. M., Babenko, M., Radchenko, G., Nesmachnow, S., Du, Z., E., M. & S., N., 2018, Latin American High Performance Computing Conference: CARLA 2017: High Performance Computing. Band 796. S. 370-383 14 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Security of data 100%
  • Decoding 90%
  • Redundancy 90%
  • Data storage equipment 64%

• Identification of Saimaa Ringed Seal Individuals Using Transfer Learning

  Nepovinnykh, E., Eerola, T., Kälviäinen, H. & Radchenko, G., 2018, International Conference on Advanced Concepts for Intelligent Vision Systems: ACIVS 2018: Advanced Concepts for Intelligent Vision Systems . Band 11182 LNCS. S. 211-222 12 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Transfer learning 100%
  • Seals 79%
  • Convolutional neural networks 38%
  • Support vector machines 33%
  • Population Density 25%
• 2017

  RAML-based mock service generator for microservice applications testing

  Ashikhmin, N., Radchenko, G. & Tchernykh, A., 2017, Russian Supercomputing Days: RuSCDays 2017: Supercomputing. Band 793. S. 456-467 12 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Testing 100%
  • Containers 60%
  • Web services 59%
  • Automation 49%
  • Specifications 41%
• 2016

  Implementation and evaluation of the po-heft problem-oriented workflow scheduling algorithm for cloud environments

  Radchenko, G., Lyzhin, I. & Nepovinnyh, E., 2016, Russian Supercomputing Days: RuSCDays 2016: Supercomputing. Band 687. S. 91-105 15 S.

  Publikation: Konferenzband/Beitrag in Buch/Bericht › Konferenzartikel › Begutachtung

  • Scheduling algorithms 100%
  • Cloud computing 44%
  • Set theory 32%
  • Experiments 18%