Streaming piecewise linear approximation for efficient data management in edge computing

Romaric Duvignau
Romaric Duvignau
Vladimir Savic
Vladimir Savic

SAC, pp. 593-596, 2019.

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Keywords:
data compression edge computing piecewise linear approximation

Abstract:

In our digitalization era, where large and continuous data streams are produced by an ever increasing number of sensors, data retrieval and storage from edge devices is hampered when data volumes exceed the communication bandwidth of cyber-physical systems. Piecewise Linear Approximation (PLA), which trades space against precision by repr...More

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