Parallel Unconstrained Local Search for Partitioning Irregular Graphs
We present new refinement heuristics for the balanced graph partitioning problem that break
with an age-old rule. Traditionally, local search only permits moves that keep the block sizes …
with an age-old rule. Traditionally, local search only permits moves that keep the block sizes …
Jet: Multilevel graph partitioning on graphics processing units
The multilevel heuristic is the dominant strategy for high-quality sequential and parallel
graph partitioning. Partition refinement is a key step of multilevel graph partitioning. In this …
graph partitioning. Partition refinement is a key step of multilevel graph partitioning. In this …
Engineering Hypergraph -Matching Algorithms
E Großmann, F Joos, H Reinstädtler… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently, researchers have extended the concept of matchings to the more general problem
of finding $ b $-matchings in hypergraphs broadening the scope of potential applications …
of finding $ b $-matchings in hypergraphs broadening the scope of potential applications …
A Recursive Partitioning Approach to Improving Hypergraph Partitioning
Balanced hypergraph partitioning (BHP) is a fundamental combinatorial optimization
problem in application specific integrated circuit (ASIC) and field-programmable gate array …
problem in application specific integrated circuit (ASIC) and field-programmable gate array …
Enhancing K-Way Circuit Partitioning: A Deep Reinforcement Learning Methodology
Multiway circuit partitioning is a key combinatorial optimization problem that appears many
times throughout the Very Large Scale Integration (VLSI) design workflow. However, as VLSI …
times throughout the Very Large Scale Integration (VLSI) design workflow. However, as VLSI …
Modern Software Libraries for Graph Partitioning
We summarize recent developments in parallel libraries for balanced graph partitioning,
spanning contributions made over several research papers~\citeMT-KAHYPAR-D, MT …
spanning contributions made over several research papers~\citeMT-KAHYPAR-D, MT …