36 citations · 90 across the 18 of their papers we have counts for
5 papers · 1 filter
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System
Mingda Li, Jin Wang, Guorui Xiao +2
With the ever-increasing volume of data, there is an urgent need to provide expressive and efficient tools to support Big Data analytics. The declarative logical language Datalog h…
Monotonic Properties of Completed Aggregates in Recursive Queries
Carlo Zaniolo, Ariyam Das, Jiaqi Gu +3
The use of aggregates in recursion enables efficient and scalable support for a wide range of BigData algorithms, including those used in graph applications, KDD applications, and…
Scaling-Up Reasoning and Advanced Analytics on BigData
Tyson Condie, Ariyam Das, Matteo Interlandi +3
BigDatalog is an extension of Datalog that achieves performance and scalability on both Apache Spark and multicore systems to the point that its graph analytics outperform those wr…
Fixpoint Semantics and Optimization of Recursive Datalog Programs with Aggregates
Carlo Zaniolo, Mohan Yang, Matteo Interlandi +3
A very desirable Datalog extension investigated by many researchers in the last thirty years consists in allowing the use of the basic SQL aggregates min, max, count and sum in rec…
Early Accurate Results for Advanced Analytics on MapReduce
Nikolay Laptev, Kai Zeng, Carlo Zaniolo
Approximate results based on samples often provide the only way in which advanced analytical applications on very massive data sets can satisfy their time and resource constraints.…