23 citations · 26 across the 13 of their papers we have counts for
3 papers · 1 filter
The Free Termination Property of Queries Over Time
Conor Power, Paraschos Koutris, Joseph M Hellerstein
Building on prior work on distributed databases and the CALM Theorem, we define and study the question of free termination: in the absence of distributed coordination, what query p…
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle
Rolando Garcia, Pragya Kallanagoudar, Chithra Anand +4
In this paper we present techniques to incrementally harvest and query arbitrary metadata from machine learning pipelines, without disrupting agile practices. We center our approac…
Optimizing the cloud? Don't train models. Build oracles!
Tiemo Bang, Conor Power, Siavash Ameli +2
We propose cloud oracles, an alternative to machine learning for online optimization of cloud configurations. Our cloud oracle approach guarantees complete accuracy and explainabil…