activity
20092026
most citedThe Future is Big Graphs! A Community View on Graph Processing Systems

157 citations · 421 across the 63 of their papers we have counts for

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59 papers · 1 filter

cs.DS2023

Scalable Algorithms for 2-Packing Sets on Arbitrary Graphs

Jannick Borowitz, Ernestine Großmann, Christian Schulz +1

A 2-packing set for an undirected graph is a subset such that any two vertices have no common neighbors. Finding a 2-pac…

cs.DS2023

Arc-Flags Meet Trip-Based Public Transit Routing

Ernestine Großmann, Jonas Sauer, Christian Schulz +1

We present Arc-Flag TB, a journey planning algorithm for public transit networks which combines Trip-Based Public Transit Routing (TB) with the Arc-Flags speedup technique. Compare…

cs.DS2023★ 1 cited

FREIGHT: Fast Streaming Hypergraph Partitioning

Kamal Eyubov, Marcelo Fonseca Faraj, Christian Schulz

Partitioning the vertices of a (hyper)graph into k roughly balanced blocks such that few (hyper)edges run between blocks is a key problem for large-scale distributed processing. A…

cs.DS2023★ 1 cited

Improved Exact and Heuristic Algorithms for Maximum Weight Clique

Roman Erhardt, Kathrin Hanauer, Nils Kriege +2

We propose improved exact and heuristic algorithms for solving the maximum weight clique problem, a well-known problem in graph theory with many applications. Our algorithms interl…

cs.DS2023

Engineering Fully Dynamic -Orientation Algorithms

Jannick Borowitz, Ernestine Großmann, Christian Schulz

A (fully) dynamic graph algorithm is a data structure that supports edge insertions, edge deletions, and answers certain queries that are specific to the problem under consideratio…

cs.DS2022★ 2 cited

Finding Near-Optimal Weight Independent Sets at Scale

Ernestine Großmann, Sebastian Lamm, Christian Schulz +1

Computing maximum weight independent sets in graphs is an important NP-hard optimization problem. The problem is particularly difficult to solve in large graphs for which data redu…