10 citations · 12 across the 3 of their papers we have counts for
3 papers
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark
Grégory M. Essertel, Ruby Y. Tahboub, James M. Decker +3
The need for modern data analytics to combine relational, procedural, and map-reduce-style functional processing is widely recognized. State-of-the-art systems like Spark have adde…
Similarity Group-by Operators for Multi-dimensional Relational Data
Mingjie Tang, Ruby Y. Tahboub, Walid G. Are +4
The SQL group-by operator plays an important role in summarizing and aggregating large datasets in a data analytic stack.While the standard group-by operator, which is based on equ…
On Order-independent Semantics of the Similarity Group-By Relational Database Operator
Mingjie Tang, Ruby Y. Tahboub, Walid G. Aref +2
Similarity group-by (SGB, for short) has been proposed as a relational database operator to match the needs of emerging database applications. Many SGB operators that extend SQL ha…