AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions
Hadar Sivan, Moshe Gabel, Assaf Schuster · Proceedings of the 2022 International Conference on Management of Data · 2022
Approaches for evaluating functions over distributed data streams are increasingly important as data sources become more geographically distributed. However, existing methodologies are limited to small classes of functions, requiring non-trivial effort and substantial mathematical sophistication to tailor them to new functions.