157 citations · 163 across the 4 of their papers we have counts for
4 papers
KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science
Mossad Helali, Niki Monjazeb, Shubham Vashisth +6
In recent years, we have witnessed the growing interest from academia and industry in applying data science technologies to analyze large amounts of data. In this process, a myriad…
Optimizing Differentially-Maintained Recursive Queries on Dynamic Graphs
Khaled Ammar, Siddhartha Sahu, Semih Salihoglu +1
Differential computation (DC) is a highly general incremental computation/view maintenance technique that can maintain the output of an arbitrary and possibly recursive dataflow co…
The Future is Big Graphs! A Community View on Graph Processing Systems
Sherif Sakr, Angela Bonifati, Hannes Voigt +38
Graphs are by nature unifying abstractions that can leverage interconnectedness to represent, explore, predict, and explain real- and digital-world phenomena. Although real users a…
Distributed Evaluation of Subgraph Queries Using Worstcase Optimal LowMemory Dataflows
Khaled Ammar, Frank McSherry, Semih Salihoglu +1
We study the problem of finding and monitoring fixed-size subgraphs in a continually changing large-scale graph. We present the first approach that (i) performs worst-case optimal…