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Fair valuation of the objects of market value of the enterprise ...
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The economic content of product sales and the process of its regulation ...
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MODERN APPROACHES TO TEAM BUILDING TECHNOLOGY IN TEACHING A FOREIGN LANGUAGE IN A NON-LINGUISTIC UNIVERSITY ...
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PROSPECTS OF CREATIVE INTERACTION OF TEACHERS OF PROFILE DISCIPLINES AND TEACHERS OF FOREIGN LANGUAGES IN NON-LINGUISTIC UNIVERSITIES ON THE BASIS OF MIXED EDUCATION ...
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屏東縣幼兒客語沉浸師資培育成效與教學實踐現況研究 ; Teacher Training Efficiency and Teaching Practice of Preschool Hakka Language Immersion Teachers in Pingtung County
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46 |
Finding Metrics for Combat Aircraft Mission Efficiency: An AHP-based Approach ...
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Balancing Loads among MEC Servers by Task Redirection to Enhance the Resource Efficiency of MEC Systems
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In: Applied Sciences ; Volume 11 ; Issue 16 (2021)
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Abstract:
To improve the resource efficiency of multi-access edge computing (MEC) systems, it is important to distribute the imposed workload evenly among MEC servers (MECSs). To address this issue, we propose a task redirection method to balance loads among MECSs in a distributed manner. In conventional methods, a congested MECS selects only one MECS to which it redirects tasks. By contrast, the proposed method enables a congested MECS to distribute its tasks to a set of MECSs, the loads of which are lower than that of the congested MECS by determining the number of tasks that it redirects to each selected MECS. We prove that our task redirection method drives a MEC system to a state where the resulting MECS load vector is lexicographically minimal. Through extensive simulation studies, we show that compared with the conventional methods, the proposed method can achieve the smallest load difference between the load of the MECS, the load of which is the highest, and that of the MECS, the load of which is the smallest. By lexicographically minimizing the MECS load vector, the proposed method decreases the average task blocking rate when the task offload rate is high. In addition, we show that the proposed method outperforms the conventional methods in terms of the number of tasks, the delay requirements of which are not satisfied.
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Keyword:
distributed consensus; lexicographically minimum; load balancing; resource efficiency; task redirection
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URL: https://doi.org/10.3390/app11167589
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48 |
Contextual, Personal and Family Factors in Explaining Academic Achievement: A Multilevel Study
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In: Sustainability ; Volume 13 ; Issue 20 (2021)
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Development of a Decisional Procedure Based on Fuzzy Logic for the Energy Retrofitting of Buildings
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In: Sustainability ; Volume 13 ; Issue 16 (2021)
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Investigation of a cognitive training protocol to strengthen cognitive inhibition and executive attention ...
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Inductive Bias and Modular Design for Sample-Efficient Neural Language Learning ...
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COMPARING THE EFFECTIVENESS OF ONE SEMESTER OF GERMAN STUDY: DUOLINGO VERSUS FACE-TO-FACE INSTRUCTION
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In: Theses (2021)
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The Success Phenomenon in Socio-Cultural Management ; Феномен успеха в социокультурном менеджменте ; Феномен успіху в соціокультурному менеджменті
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In: Socio-Cultural Management Journal; Том 4 № 1 (2021); 3-33 ; Socio-Cultural Management Journal; Vol. 4 No. 1 (2021); 3-33 ; 2709-9571 ; 2709-846X (2021)
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DIGITAL TRANSFORMATION OF ENTERPRISE BUSINESS MODEL ; ЦИФРОВА ТРАНСФОРМАЦІЯ БІЗНЕС-МОДЕЛІ ПІДПРИЄМСТВА
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In: Strategy of Economic Development of Ukraine; Vol. 47 (2020); 16-31 ; Стратегія економічного розвитку України; Том 47 (2020); 16-31 ; 2415-7112 ; 2312-9298 (2021)
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L’évêque célébrant et l’efficacité liturgique de sa parole
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In: Argumentum: Journal of the Seminar of Discursive Logic, Argumentation Theory and Rhetoric, Vol 19, Iss 1, Pp 7-22 (2021) (2021)
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Communication efficiency of color naming across languages provides a new framework for the evolution of color terms.
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In: Cognition, vol 195 (2020)
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A Data-Efficient End-to-End Spoken Language Understanding Architecture
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In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-03094850 ; International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcellone, Spain (2020)
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Business-Cycle Reports and the Efficiency of Macroeconomic Forecasts for Germany ...
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