Search Results - federation and algorithmic design

Deep reinforcement learning based resource provisioning for federated edge learning by Xingyun Chen, Junjie Pang, Tonghui Sun

“…Aiming at alleviating the energy consumption challenge in a multi-task FL environment, we design an automatic Multi-Task FL Deployment (MFLD) algorithm to reach the local balancing and energy consumption goals. …”
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An Optimal Distillation Process for Turpentine Separation Using a Firefly Algorithm by Gustavo Mendes Platt, Otávio Knevitz de Azevedo, Francisco Bruno Souza Oliveira

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Algorithms for Calculating the Trajectory of Unmanned Aerial Vehicles for Solving Agricultural Problems by V. V. Lebedeva, I. V. Lebedev

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Great Eurasia: Civilizational Space and Designing the Future by Igor F. Kefeli

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Methods for Designing Technologies of Organic Crop Production by A. M. Zakharov, A. A. Ustroev, E. A. Murzaev, A. D. Komoedov

“…(Results and discussion) At the initial stage of implementing the Waterfall model; a block diagram was developed to outline the general algorithm for designing machine technologies applicable in organic crop production. …”
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Design of the distributed control systems of hydrolithosphere processes by G. E. Veselov, M. I. Pershin

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DEVELOPMENT OF THE SOCIAL TENSION RISK PREDICTING ALGORITHM IN THE POPULATION OF CERTAIN REGIONS OF RUSSIA by A. B. Mulik, B. I. Kochurov, V. N. Bodrova, G. V. Antonov, I. V. Ulesikova, N. O. Nazarov, Yu. A. Shatyr

“…The possibility of the application for the level of general nonspecific reactivity of an organism as a phenotypic trait marker of social tension risk is identified. An algorithm for predicting the risk of social tension among the population, compactly living in certain territories of the Russian Federation is designed.…”
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Joint multi-dimensional resource optimization for model compression in wireless federated learning by ZHU Guangzhao, ZHU Xiaorong, XU Ding

“…An efficient and environmentally friendly federated learning algorithm based on a three-tier cloud-edge-terminal architecture was proposed. …”
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Graph Split Federated Learning for Distributed Large-Scale AIoT in Smart Cities by Hanyue Xu, Kah Phooi Seng, Li-Minn Ang, Wei Wang, Jeremy Smith

“…Distributed collaborative machine learning, particularly split federated learning, has emerged as a solution, enabling privacy-preserving, resource-efficient training on IoT devices. …”
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Scenario Modelling for Reproducing Investment Potential of Institutional Sectors in the Regions of the Siberian Federal District by I. V. Naumov, A. V. Trynov, A. O. Safonov

“…The aim of the study is to design a scenario model for reproducing investment potential of institutional sectors at the regional level. …”
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Decentralized multi-agent federated and reinforcement learning for smart water management and disaster response by H. Mancy, Naglaa E. Ghannam, Amr Abozeid, Ahmed I. Taloba

“…The new feature is a Decentralized Cooperation environment in which intelligent and self-managing agents learn utilizing Reinforcement Learning (RL) and Federated Learning (FL) algorithms for enhancing smart water management and real-time disaster relief. …”
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Inverse Design of a Taper by Scatter Search Metaheuristic by Luana Franca-Vieira, Vitaly F. Rodriguez-Esquerre, Anderson Dourado Sisnando, C. E. Rubio-Mercedes

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Substantiation of the algorithm for controlling the adjustable electric drive of roller crusher-grinders of forage grain by M. A. Pryshchepau, V. A. Daineko, A. M. Pryshchepava

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DEVELOPMENT AND EXPERIMENTAL VERIFICATION OF THE SELF-ADJUSTMENT ALGORITHM OF THE OGSH LOAD LIMITER FOR BRIDGE CRANES by V. A. Roshchin, S. D. Ivanov, N. L. Mikhalchik

“…Moreover, the settlement algorithm is realized and the OGSh device is programmed according to such settlement algorithm. …”
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DEVELOPMENT OF DIAGNOSTIC METHOD’S REALIZING ALGORITHM OF THE EQUIPPED WITH THE COURSE STABILITY SYSTEM VEHICLES AT OPERATION STAGE by Il. V. Denisov, I. A. Terentyev

“…Thanks to the development of microelectronics the design of modern vehicles is saturated with microprocessor control systems. …”
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Application of the Quality-by-Design Approach at the Laboratory Stage of Tablet Development by M. V. Karlina, V. M. Kosman, M. N. Makarova, V. G. Makarov

“…INTRODUCTION. Quality by design (QbD) is a systematic approach to pharmaceu­tical development that begins with predefined objectives and emphasises product and process understanding and process control, based on sound science and quality risk management. …”
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Designing a work program for the discipline based on the elements of competencies by A. M. Polyanskiy, E. A. Smirnova

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Analysis of the Genome Wide Sequence of Yersinia pestis strains Based on the Consecutive 680-SNP Algorithm by G. N. Odinokov, G. A. Eroshenko, Ya. M. Krasnov, L. M. Kukleva, A. V. Cherkasov, N. Yu. Shavina, V. V. Kutyrev

“…Designed is an optimized scheme for SNP analysis of the genome wide sequences of plague agent strains, based on the consecutive algorithm of clusterization of individual intraspesific Y. pestis groups. …”
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DESIGNING OF INDIVIDUAL EDUCATIONAL TRAJECTORIES IN THE MASTER DEGREE PROGRAM FOR TEACHERS by Irina Igropulo, Alina Dunaenko

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User Handover Aware Hierarchical Federated Learning for Open RAN-Based Next-Generation Mobile Networks by Amardip Kumar Singh, Kim Khoa Nguyen

“…By leveraging its distributed structure, which aligns seamlessly with O-RAN’s disaggregated design, Federated Learning (FL), particularly Hierarchical FL, facilitates decentralized AI model training, improving network performance, reducing resource costs, and safeguarding user privacy. …”
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