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

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Resource allocation of industry 4.0 micro-service applications across serverless fog federation;Future Generation Computer Systems;2024-05

2. Labeled graph partitioning scheme for distributed edge caching;Future Generation Computer Systems;2024-04

3. Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview;Journal of Chemical Information and Modeling;2024-01-29

4. Discrete and Balanced Spectral Clustering With Scalability;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-12

5. Temporal enhanced inductive graph knowledge tracing;Applied Intelligence;2023-10-26

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3