Data Stream Learning in IoT Environment: A Survey
Viren Patel
Assistant Professor, Computer Engineering Department, Government Engineering College, Dahod , IN
Viral Borisagar
Assistant Professor, Computer Engineering Department, Government Engineering College, Dahod , IN
Keywords: Stream Data Processing, Stream Learning, IoT, Fog Computing, Edge Computing, Data Abstraction, Machine Learning
Abstract
Smart systems need to take faster decisions. Computation of stored data induces delays and renders a real time system useless. Sensors are not smart devices, they collect data at edge level of network. Uploading the data to cloud for processing is slow, a faster way to predict from the data collected is by processing it at the lower levels of network. Machine Learning concepts can be exploited to train the collaborating devices to represent such data for information exchange. This paper discusses background of possible research areas open for proposing decision making systems at lower layers of network hierarchy
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