7 citations · 9 across the 4 of their papers we have counts for
5 papers
More Recent Advances in (Hyper)Graph Partitioning
Ümit V. Çatalyürek, Karen D. Devine, Marcelo Fonseca Faraj +8
In recent years, significant advances have been made in the design and evaluation of balanced (hyper)graph partitioning algorithms. We survey trends of the last decade in practical…
Machine Learning for CUDA+MPI Design Rules
Carl Pearson, Aurya Javeed, Karen Devine
We present a new strategy for automatically exploring the design space of key CUDA+MPI programs and providing design rules that discriminate slow from fast implementations. In such…
Parallel Graph Coloring Algorithms for Distributed GPU Environments
Ian Bogle, Erik G Boman, Karen D Devine +2
Graph coloring is often used in parallelizing scientific computations that run in distributed and multi-GPU environments; it identifies sets of independent data that can be updated…
Geometric Partitioning and Ordering Strategies for Task Mapping on Parallel Computers
Mehmet Deveci, Karen D. Devine, Kevin Pedretti +3
We present a new method for mapping applications' MPI tasks to cores of a parallel computer such that applications' communication time is reduced. We address the case of sparse nod…
Partitioning Trillion-edge Graphs in Minutes
George M Slota, Sivasankaran Rajamanickam, Karen Devine +1
We introduce XtraPuLP, a new distributed-memory graph partitioner designed to process trillion-edge graphs. XtraPuLP is based on the scalable label propagation community detection…