C Anagnostopoulos - Journal of Network and Computer Applications, 2020 - Elsevier
… i) provide services to regression & exploratory queries issued … to the EGs for efficient model selection and sophisticated … the first edge-centric, real-time, and communication efficient …
… The efficient management and allocation of incoming analytics queries as well as the … proposed an edge-centric query allocation and execution mechanism for analytics queries based …
… We provide an analysis to determine which regression models … to this methodology with different regression models, such as cached models. … Edge-centricefficientregressionanalytics …
BD Marah, Z Jing, T Ma, R Alsabri, R Anaadumba… - Sensors, 2020 - mdpi.com
… regressionanalysis at the network edge where they defined algorithms for building regression … is one of the most effective matrices for assessing predictions for regression models. This …
… Through a large set of experiments and a numerical analysis, … Through analytics, one can support the efficient decision … a stream of analytics queries (eg, estimating the regression plane …
… analytics based on the needs of our Industrial Partner. Section IV presents our edge-centric … RELATED WORK The current focus on edge-centric in IoT systems supports high efficiency …
… a mechanism to enable edge-centricanalytics towards latencyefficient network optimisation. … The conclusion chapter presents the importance of privacy-efficient local learning and ana…
… of edge-centric collaborative … regressionanalytics tasks in-network accessible from the back-end-system while, at the same time, maximizing network efficiency and quality of analytics. …
… for classification, clustering, and regressionanalysis are used for predictive modeling. … management, and garbage collection for efficient storage resource utilization in cloud data centers…