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- W4306763669 abstract "When deploying a distributed application in the Fog or Edge computing environments, the average service latency among all the involved nodes can be an indicator of how much a node is loaded with respect to the other. Indeed, only considering the average CPU time, or the RAM utilisation, for example, does not give a clear depiction of the load situation because these parameters are application- and hardware-agnostic. They do not give any information about how the application is performing from the user perspective and they cannot be used for a QoS-oriented load balancing of the system. Moreover, due to the displacement of the nodes and the heterogeneity of the computing devices the necessity of a load balancing algorithm is clear. In this paper, we propose a load balancing approach that is focused on the service latency with the objective to level it across all the nodes in a fully decentralized manner, in this way no user will experience a worse QoS than the other. By providing a differential model of the system and an adaptive heuristic to find the solution to the problem, we show both in simulation and in a real-world deployment that our approach is able to level the service latency among a set of heterogeneous nodes organized in different topologies." @default.
- W4306763669 created "2022-10-19" @default.
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- W4306763669 date "2022-10-24" @default.
- W4306763669 modified "2023-10-11" @default.
- W4306763669 title "A Latency-levelling Load Balancing Algorithm for Fog and Edge Computing" @default.
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- W4306763669 doi "https://doi.org/10.1145/3551659.3559048" @default.
- W4306763669 hasPublicationYear "2022" @default.
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