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Macro Base: Analytic Monitoring for the Internet of Things

Macro Base: Analytic Monitoring for the Internet of Things

陈重丶
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An increasing proportion of data today is generated by automated processes, sensors, and devices—collectively, the Internet of Things(Io T). Io T applications’ rising data volume, demands for time-sensitive analysis, and heterogeneity exacerbate the challenge of identifying and highlighting important trends in IoT deployments.In response, we present Macro Base, a data analytics engine that per-forms statistically-informed analytic monitoring of Io T data streams by identifying deviations within streams and generating potential explanations for each. Macro Base is the first analytics engine to combine streaming outlier detection and streaming explanation operators,allowing cross-layer optimizations that deliver order-of-magnitudespeedups over existing, primarily non-streaming alternatives.
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