J
Joseph M. Hellerstein
Researcher at University of California, Berkeley
Publications - 313
Citations - 39413
Joseph M. Hellerstein is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Query optimization & Query language. The author has an hindex of 91, co-authored 300 publications receiving 37800 citations. Previous affiliations of Joseph M. Hellerstein include Carnegie Mellon University & IBM.
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Proceedings Article
Falling off the cliff: when systems go nonlinear
Yvonne Coady,Russ Cox,John D. DeTreville,Peter Druschel,Joseph M. Hellerstein,Andrew Hume,Kimberly Keeton,Thu D. Nguyen,Christopher Small,Lex Stein,Andrew Warfield +10 more
TL;DR: What it means for a system to fall off the cliff is described, methods for detecting and predicting these modes of nonlinear behavior are outlined, and several approaches for designing systems to cope with these instabilities, or to avoid them altogether are proposed.
Journal ArticleDOI
Edelweiss: automatic storage reclamation for distributed programming
TL;DR: Edelweiss is introduced, a sublanguage of Bloom that provides an ELE programming model, yet automatically reclaims space without programmer assistance, and can be used to elegantly implement a variety of communication and distributed storage protocols.
Journal ArticleDOI
Operationalizing Machine Learning: An Interview Study
TL;DR: The authors' interviews expose three variables that govern success for a production ML deployment: Velocity, Validation, and Versioning, and summarized common practices for successful ML experimentation, deployment, and sustaining production performance are summarized.