Parallel Unconstrained Local Search for Partitioning Irregular Graphs

N Maas, L Gottesbüren, D Seemaier - 2024 Proceedings of the Symposium on …, 2024 - SIAM
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 …

Jet: Multilevel graph partitioning on graphics processing units

MS Gilbert, K Madduri, EG Boman… - SIAM Journal on Scientific …, 2024 - SIAM
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 …

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 …

A Recursive Partitioning Approach to Improving Hypergraph Partitioning

UF Siddiqi, G Grewal, SM Areibi - 2024 IEEE Canadian …, 2024 - ieeexplore.ieee.org
Balanced hypergraph partitioning (BHP) is a fundamental combinatorial optimization
problem in application specific integrated circuit (ASIC) and field-programmable gate array …

Enhancing K-Way Circuit Partitioning: A Deep Reinforcement Learning Methodology

UF Siddiqi, K Chuen Cheng, G Grewal… - … on Optimization, Learning …, 2024 - Springer
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 …

Modern Software Libraries for Graph Partitioning

L Gottesbüren, N Maas, P Sanders… - Proceedings of the 2024 …, 2024 - dl.acm.org
We summarize recent developments in parallel libraries for balanced graph partitioning,
spanning contributions made over several research papers~\citeMT-KAHYPAR-D, MT …