What is it about?
Compressing data has been the way to improve bandwidth utilisation for many years. But what if we can choose to retain information instead of data? The paper proposes a way to keep the essential information and achieves better compression without loosing accuracy.
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Why is it important?
We want to be able to do more Machine Learning from accurate data but it would be good if we stopped overloading the cloud with every little record sampled every few milliseconds on rotating machinery.
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This page is a summary of: Vibration Edge Computing in Maritime IoT, ACM Transactions on Internet of Things, February 2022, ACM (Association for Computing Machinery),
DOI: 10.1145/3484717.
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