4 papers
Fast and Compact Sketch-Based Dynamic Connectivity
Quinten De Man, Qamber Jafri, Daniel Delayo +3
We study the dynamic connectivity problem for massive, dense graphs. Our goal is to build a system for dense graphs that simultaneously answers connectivity queries quickly, mainta…
The Case for External Graph Sketching
Michael A. Bender, Martín Farach-Colton, Riko Jacob +3
Algorithms in the data stream model use space to compute some property of an input of size , and many of these algorithms are implemented and used in practice. H…
Exploring the Landscape of Distributed Graph Sketching
David Tench, Evan T. West, Kenny Zhang +6
Recent work has initiated the study of dense graph processing using graph sketching methods, which drastically reduce space costs by lossily compressing information about the input…
GraphZeppelin: Storage-Friendly Sketching for Connected Components on Dynamic Graph Streams
David Tench, Evan West, Victor Zhang +6
Finding the connected components of a graph is a fundamental problem with uses throughout computer science and engineering. The task of computing connected components becomes more…