50 citations · 182 across the 16 of their papers we have counts for
3 papers · 1 filter
DBOS: A Proposal for a Data-Centric Operating System
Michael Cafarella, David DeWitt, Vijay Gadepally +5
Current operating systems are complex systems that were designed before today's computing environments. This makes it difficult for them to meet the scalability, heterogeneity, ava…
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data
Alana Marzoev, Samuel Madden, M. Frans Kaashoek +2
Large, human-annotated datasets are central to the development of natural language processing models. Collecting these datasets can be the most challenging part of the development…
Duoquest: A Dual-Specification System for Expressive SQL Queries
Christopher Baik, Zhongjun Jin, Michael Cafarella +1
Querying a relational database is difficult because it requires users to know both the SQL language and be familiar with the schema. On the other hand, many users possess enough do…