More Recent Advances in (Hyper)Graph Partitioning

Author:

Çatalyürek Ümit1ORCID,Devine Karen2ORCID,Faraj Marcelo3ORCID,Gottesbüren Lars4ORCID,Heuer Tobias4ORCID,Meyerhenke Henning5ORCID,Sanders Peter4ORCID,Schlag Sebastian6ORCID,Schulz Christian3ORCID,Seemaier Daniel4ORCID,Wagner Dorothea4ORCID

Affiliation:

1. Georgia Institute of Technology, Atlanta, GA, United States of America

2. Sandia National Laboratories, ret., Albuquerque, NM, United States of America

3. Heidelberg University, Baden-Württemberg, Germany

4. Karlsruhe Institute of Technology, Baden-Württemberg, Germany

5. Humboldt-Universität zu Berlin, Berlin, Germany

6. Apple Inc., Cupertino, CA, United States of America

Abstract

In recent years, significant advances have been made in the design and evaluation of balanced (hyper)graph partitioning algorithms. We survey trends of the past decade in practical algorithms for balanced (hyper)graph partitioning together with future research directions. Our work serves as an update to a previous survey on the topic [ 29 ]. In particular, the survey extends the previous survey by also covering hypergraph partitioning and has an additional focus on parallel algorithms.

Funder

DFG

NSF

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

Reference194 articles.

1. Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems

2. Seher Acer, Erik G. Boman, and Sivasankaran Rajamanickam. 2020. SPHYNX: Spectral partitioning for hybrid and axelerator-enabled systems. In Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW’20). 440–449. 10.1109/IPDPSW50202.2020.00082

3. Yaroslav Akhremtsev, Tobias Heuer, Peter Sanders, and Sebastian Schlag. 2017. Engineering a direct k-way hypergraph partitioning algorithm. In Proceedings of the 19th Workshop on Algorithm Engineering and Experiments (ALENEX’17). SIAM, 28–42. 10.1137/1.9781611974768.3

4. High-Quality Shared-Memory Graph Partitioning

5. Charles J. Alpert. 1998. The ISPD98 circuit benchmark suite. In Proceedings of the International Symposium on Physical Design (ISPD’98), Majid Sarrafzadeh (Ed.). ACM, 80–85. 10.1145/274535.274546

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