Federated learning resource management for energy-constrained industrial IoT devices by Shaoshuai FAN, Jianbo WU, Hui TIAN

“…Given the impact of limited wireless resources, a dynamic multi-dimensional resource joint management algorithm was proposed, which intended to tackle the problem of device failure and training interruption caused by the limited battery energy in federated learning network in industrial Internet of things (IIoT).Firstly, the optimization problem was decoupled into battery energy allocation, equipment resource allocation and communication resource allocation sub-problems which were interdependent with the goal of maximizing the fixed-time learning accuracy.Then, the equipment transmission and computing resource allocation problem were solved based on particle swarm optimization algorithm under the given energy budget.Thereafter, the resource block iterative matching algorithm was proposed to optimize the optimal communication resource allocation strategy.Finally, the online energy allocation algorithm was proposed to adjust the energy budget allocation.Simulation results validate the proposed algorithm can improve the model learning accuracy compared with other benchmarks, and can perform better in energy shortage scenarios.…”
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Financial management behavior: The role of financial knowledge, financial attitude, and personality by Adelia Dwi Nurisaputri, Muhammad Ali Fikri, Eka Shinta Windikasari, Made Galih Wisnu Wardana

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Inhaled milrinone for the management of severe pulmonary hypertension in non-cardiac surgery by Philip Stamov, Malcolm Howard, Craig Railton, Wilfredo Puentes

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Risk Management for 4-H Youth Development Work: Records and Contracts by Stefanie Prevatt, Dale Pracht, Paula Davis, Janet Psikogios, Marilyn Norman, Kate Fogarty, Jean Hink

“… This 2-page publication is one in the series Risk Management for 4-H Youth Development. This document will clarify the expectations and procedures for signature authority regarding contracts within UF/IFAS Extension. …”
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Pediatric Sand Aspiration Managed Using Bronchoscopy and Extracorporeal Membrane Oxygenation by Khaled Baqais, Meagan Mahoney, Kathleen Tobler, Anita Hui, Mary Noseworthy

“…Sand aspiration is a rare but potentially fatal occurrence to consider in near-drownings, accidental burials or cave-ins. Optimal management is not well defined.…”
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Challenges in Management of Ovotesticular Differences in Sex Development in Resource-Limited Settings by Serwah Bonsu Asafo-Agyei, Emmanuel Ameyaw, Boateng Nimako, Michael Amoah

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Soft Tissue Management and Prosthetic Rehabilitation in a Tongue Cancer Patient by Umberto Romeo, Marco Lollobrigida, Gaspare Palaia, Domenica Laurito, Riccardo Cugnetto, Alberto De Biase

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2021 Handbook of Florida Water Regulation: Florida Water Management Districts by Michael T. Olexa, Tatiana Borisova, Jana Caracciolo

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MODEL OF ACCOUNTING AND ANALYTICAL SUPPORT FOR MANAGEMENT ACCOUNTING OF ORGANIZATIONS IN THE CONFECTIONERY INDUSTRY by Zh. M. Korzovatykh

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Technical Management of Electromechanical Equipment Installation in Pumped Storage Power Stations by HAN Fei

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Enhancing self-management in chronic pain: Reflections on a qualitative study by John Patrick C. Toledo

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Secure Pesticide Storage: Using and Managing a Pesticide Storage Facility by Thomas W. Dean

“… This document identifies and describes six practices that together form a use and management plan for a pesticide storage facility. This document is Fact Sheet PI-33, part of a series from the Pesticide Information Office, Food Science and Human Nutrition Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. …”
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Management Politics in Kenya's Sugar Industry: Towards an Effective Policy Framework by Peter Wanyande

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Simulation of PEM Electrolyzer Power Management with Renewable Generation in Owerri, Nigeria by MacMatthew C. Ahaotu, Chisom E. Ogbogu, Jesse Thornburg, Isdore Onyema Akwukwaegbu

“…To address the problem of feasibility with dynamic renewable generation, a case study demonstrates the proposed energy management system. A site with a river onsite is chosen to ensure sufficient wind resources. …”
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An Intelligent Fuzzy Model for Managing Uncertainty in Diagnosis of the Breast Cancer Staging by Leila Honari mahmod, Rahil Hosseini, Mahd Mazinani

“…Intelligent assistant systems have been focused in many researches for managing uncertainties in medical diagnosis in the recent years. …”
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2021 Handbook of Florida Water Regulation: Agricultural Best Management Practices by Michael T. Olexa, Tatiana Borisova, Jana Caracciolo

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Lowering Soil pH to Optimize Nutrient Management and Crop Production by Rao Mylavarapu, George Hochmuth, Cheryl Mackowiak, Alan Wright, Maria Silveira

Subjects: “…Nutrient Management…”
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Posterior and Anterior Spinal Fusion for the Management of Deformities in Patients with Parkinson's Disease by Masashi Sato, Takeshi Sainoh, Sumihisa Orita, Kazuyo Yamauchi, Yasuchika Aoki, Tetsuhiro Ishikawa, Masayuki Miyagi, Hiroto Kamoda, Miyako Suzuki, Gou Kubota, Yoshihiro Sakuma, Kazuhide Inage, Yasuhiro Oikawa, Junichi Nakamura, Masashi Takaso, Gen Inoue, Tomoaki Toyone, Kazuhisa Takahashi, Seiji Ohtori

“…In particular, it is difficult to manage deformity correction surgery for patients with Parkinson's disease. …”
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Diabetes and Chronic Pancreatitis: Considerations in the Holistic Management of an Often Neglected Disease by Philip C. Johnston, Judith Thompson, Allison Mckee, Connor Hamill, Ian Wallace

“…In this review, we discuss the pathogenesis, epidemiology, and the practicalities of diagnosis, screening, and management of this condition.…”
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Management of Stable Angina with Ivabradine as Safe Alternative to Patients with Myasthenia Gravis by Giuliano Ohde Dalledone, Gustavo Lenci Marques, Renata Dal-Prá Ducci, Arnaldo Laffitte Stier Junior, Cláudia Suemi Kamoi Kay, Lineu Cesar Werneck, Paulo José Lorenzoni, Rosana Herminia Scola

“…Management of cardiac symptoms in myasthenia gravis (MG) patients can be challenging. …”
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