The goal of the CONTROL project at Berkeley is to develop systems for inter
active analysis of large data sets. We focus on systems that provide users
with iteratively refining answers to requests and online control of process
ing, thereby tightening the loop in the data analysis process. This paper p
resents the database-centric subproject of CONTROL: a complete online query
processing facility, implemented in a commercial Object-Relational DBMS fr
om Informix. We describe the algorithms at the core of the system, and deta
il the end-to-end issues required to bring the algorithms together and deli
ver a complete system.