87 citations · 215 across the 6 of their papers we have counts for
5 papers · 1 filter
Qd-tree: Learning Data Layouts for Big Data Analytics
Zongheng Yang, Badrish Chandramouli, Chi Wang +6
Corporations today collect data at an unprecedented and accelerating scale, making the need to run queries on large datasets increasingly important. Technologies such as columnar b…
ALEX: An Updatable Adaptive Learned Index
Jialin Ding, Umar Farooq Minhas, Jia Yu +9
Recent work on "learned indexes" has changed the way we look at the decades-old field of DBMS indexing. The key idea is that indexes can be thought of as "models" that predict the…
Pushing the Limits of Encrypted Databases with Secure Hardware
Panagiotis Antonopoulos, Arvind Arasu, Ken Eguro +5
Encrypted databases have been studied for more than 10 years and are quickly emerging as a critical technology for the cloud. The current state of the art is to use property-preser…
MTBase: Optimizing Cross-Tenant Database Queries
Lucas Braun, Renato Marroquin, Kai-En Tsay +1
In the last decade, many business applications have moved into the cloud. In particular, the "database-as-a-service" paradigm has become mainstream. While existing multi-tenant dat…
SODA: Generating SQL for Business Users
Lukas Blunschi, Claudio Jossen, Donald Kossman +2
The purpose of data warehouses is to enable business analysts to make better decisions. Over the years the technology has matured and data warehouses have become extremely successf…