Michael J. Franklin
3 papers in the PaperMetrix corpus
Papers by this author
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The Beckman report on database research
2016 · Communications of the ACM
Database researchers paint big data as a defining challenge. To make the most of the enormous opportunities at hand will require focusing on five research areas.
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SAND in action
2021 · Proceedings of the VLDB Endowment
Subsequence anomaly detection in long data series is a significant problem. While the demand for real-time analytics and decision making increases, anomaly detection methods have to operate over streams and handle drifts in data distribution. …
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Volume under the surface
2022 · Proceedings of the VLDB Endowment
Anomaly detection (AD) is a fundamental task for time-series analytics with important implications for the downstream performance of many applications. In contrast to other domains where AD mainly focuses on point-based anomalies (i.e., outliers in …