85 citations · 166 across the 2 of their papers we have counts for
2 papers
cs.DC2016★ 81 cited
Clipper: A Low-Latency Online Prediction Serving System
Daniel Crankshaw, Xin Wang, Giulio Zhou +3
Machine learning is being deployed in a growing number of applications which demand real-time, accurate, and robust predictions under heavy query load. However, most machine learni…
cs.DB2014★ 85 cited
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez +5
To support complex data-intensive applications such as personalized recommendations, targeted advertising, and intelligent services, the data management community has focused heavi…