Data Acquisition, Filtering and Buffering Protocol Design for Edge Computing Nodes

Autonomous Proactive Data Management in Support of Pervasive Edge Applications

“…It is a type of selectivity/filtering method that tries to detect data that may negatively affect the statistics of the dataset and the training of machine learning models. In [48], the authors present a communication standard designed to support generic data acquisition, filtering and buffering protocols between Cloud and EC infrastructures. In [49], the authors discuss a method adopted at the EC ecosystem being responsible to utilize existing ML models to classify a suspicious file in a set of pre-defined categories.…”