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Peter Sanders 0001
Person information

- affiliation: Karlsruhe Institute of Technology, Department of Informatics
- affiliation: Max Planck Institute for Informatics
- award (2012): Gottfried Wilhelm Leibniz Prize
Other persons with the same name
- Peter Sanders 0002 — Maxeler Technologies
- Peter Sanders 0003
— One2many, Deventer, CL, The Netherlands
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2020 – today
- 2023
- [j80]Martin Held, Martin Nöllenburg, Peter Sanders:
Editorial. Comput. Geom. 110: 101950 (2023) - [j79]Ümit V. Çatalyürek
, Karen D. Devine
, Marcelo Fonseca Faraj
, Lars Gottesbüren
, Tobias Heuer
, Henning Meyerhenke
, Peter Sanders
, Sebastian Schlag
, Christian Schulz
, Daniel Seemaier
, Dorothea Wagner
:
More Recent Advances in (Hyper)Graph Partitioning. ACM Comput. Surv. 55(12): 253:1-253:38 (2023) - [c204]Florian Kurpicz
, Hans-Peter Lehmann, Peter Sanders:
PaCHash: Packed and Compressed Hash Tables. ALENEX 2023: 162-175 - [c203]Hans-Peter Lehmann, Peter Sanders, Stefan Walzer:
SicHash - Small Irregular Cuckoo Tables for Perfect Hashing. ALENEX 2023: 176-189 - [c202]Dominik Bez, Florian Kurpicz, Hans-Peter Lehmann, Peter Sanders:
High Performance Construction of RecSplit Based Minimal Perfect Hash Functions. ESA 2023: 19:1-19:16 - [c201]Paolo Ferragina, Hans-Peter Lehmann, Peter Sanders, Giorgio Vinciguerra:
Learned Monotone Minimal Perfect Hashing. ESA 2023: 46:1-46:17 - [c200]Daniel Funke, Nicolai Hüning, Peter Sanders:
A Sweep-Plane Algorithm for Calculating the Isolation of Mountains. ESA 2023: 51:1-51:17 - [c199]Demian Hespe, Peter Sanders, Sabine Storandt, Carina Truschel:
Pareto Sums of Pareto Sets. ESA 2023: 60:1-60:17 - [c198]Peter Sanders, Daniel Seemaier:
Distributed Deep Multilevel Graph Partitioning. Euro-Par 2023: 443-457 - [c197]Peter Sanders, Matthias Schimek:
Engineering Massively Parallel MST Algorithms. IPDPS 2023: 691-701 - [c196]Peter Sanders, Tim Niklas Uhl:
Engineering a Distributed-Memory Triangle Counting Algorithm. IPDPS 2023: 702-712 - [c195]Daniel Funke, Peter Sanders:
Efficient Yao Graph Construction. SEA 2023: 20:1-20:20 - [i103]Peter Sanders, Tim Niklas Uhl
:
Engineering a Distributed-Memory Triangle Counting Algorithm. CoRR abs/2302.11443 (2023) - [i102]Peter Sanders, Matthias Schimek:
Engineering Massively Parallel MST Algorithms. CoRR abs/2302.12199 (2023) - [i101]Peter Sanders, Daniel Seemaier:
Distributed Deep Multilevel Graph Partitioning. CoRR abs/2303.01417 (2023) - [i100]Daniel Funke, Peter Sanders:
Efficient Yao Graph Construction. CoRR abs/2303.07858 (2023) - [i99]Lars Gottesbüren, Tobias Heuer, Nikolai Maas, Peter Sanders, Sebastian Schlag:
Scalable High-Quality Hypergraph Partitioning. CoRR abs/2303.17679 (2023) - [i98]Hans-Peter Lehmann, Peter Sanders, Stefan Walzer:
Sliding Block Hashing (Slick) - Basic Algorithmic Ideas. CoRR abs/2304.09283 (2023) - [i97]Paolo Ferragina, Hans-Peter Lehmann, Peter Sanders, Giorgio Vinciguerra:
Learned Monotone Minimal Perfect Hashing. CoRR abs/2304.11012 (2023) - [i96]Moritz Laupichler, Peter Sanders:
Fast Many-to-Many Routing for Ridesharing with Multiple Pickup and Dropoff Locations. CoRR abs/2305.05417 (2023) - [i95]Daniel Funke, Nicolai Hüning, Peter Sanders:
A Sweep-plane Algorithm for Calculating the Isolation of Mountains. CoRR abs/2305.08470 (2023) - [i94]Hans-Peter Lehmann, Peter Sanders, Stefan Walzer:
ShockHash: Towards Optimal-Space Minimal Perfect Hashing Beyond Brute-Force. CoRR abs/2308.09561 (2023) - 2022
- [j78]Sebastian Schlag
, Tobias Heuer
, Lars Gottesbüren
, Yaroslav Akhremtsev
, Christian Schulz
, Peter Sanders
:
High-Quality Hypergraph Partitioning. ACM J. Exp. Algorithmics 27: 1.9:1-1.9:39 (2022) - [j77]Peter Sanders
, Dominik Schreiber
:
Mallob: Scalable SAT Solving On Demand With Decentralized Job Scheduling. J. Open Source Softw. 7(77): 4591 (2022) - [j76]Jan Wassenberg, Mark Blacher, Joachim Giesen, Peter Sanders:
Vectorized and performance-portable quicksort. Softw. Pract. Exp. 52(12): 2684-2699 (2022) - [j75]Lorenz Hübschle-Schneider
, Peter Sanders
:
Parallel Weighted Random Sampling. ACM Trans. Math. Softw. 48(3): 29:1-29:40 (2022) - [j74]Michael Axtmann
, Sascha Witt
, Daniel Ferizovic
, Peter Sanders
:
Engineering In-place (Shared-memory) Sorting Algorithms. ACM Trans. Parallel Comput. 9(1): 2:1-2:62 (2022) - [c194]Lars Gottesbüren, Tobias Heuer
, Peter Sanders, Sebastian Schlag:
Shared-Memory n-level Hypergraph Partitioning. ALENEX 2022: 131-144 - [c193]Peter Sanders
, Dominik Schreiber
:
Decentralized Online Scheduling of Malleable NP-hard Jobs. Euro-Par 2022: 119-135 - [c192]Lukas Hübner, Demian Hespe, Peter Sanders, Alexandros Stamatakis:
ReStore: In-Memory REplicated STORagE for Rapid Recovery in Fault-Tolerant Algorithms. FTXS@SC 2022: 24-35 - [c191]Sebastian Lamm, Peter Sanders:
Communication-efficient Massively Distributed Connected Components. IPDPS 2022: 302-312 - [c190]Peter C. Dillinger, Lorenz Hübschle-Schneider, Peter Sanders, Stefan Walzer:
Fast Succinct Retrieval and Approximate Membership Using Ribbon. SEA 2022: 4:1-4:20 - [c189]Lars Gottesbüren, Tobias Heuer
, Peter Sanders:
Parallel Flow-Based Hypergraph Partitioning. SEA 2022: 5:1-5:21 - [p5]Timo Bingmann, Patrick Dinklage, Johannes Fischer, Florian Kurpicz
, Enno Ohlebusch, Peter Sanders:
Scalable Text Index Construction. Algorithms for Big Data 2022: 252-284 - [d1]Dominik Schreiber
, Peter Sanders
:
Mallob: Scalable SAT Solving On Demand With Decentralized Job Scheduling. Zenodo, 2022 - [i93]Lars Gottesbüren, Tobias Heuer, Peter Sanders:
Parallel Flow-Based Hypergraph Partitioning. CoRR abs/2201.01556 (2022) - [i92]Demian Hespe, Lukas Hübner, Peter Sanders, Alexandros Stamatakis:
ReStore: In-Memory REplicated STORagE for Rapid Recovery in Fault-Tolerant Algorithms. CoRR abs/2203.01107 (2022) - [i91]Florian Kurpicz, Hans-Peter Lehmann, Peter Sanders:
PaCHash: Packed and Compressed Hash Tables. CoRR abs/2205.04745 (2022) - [i90]Mark Blacher, Joachim Giesen, Peter Sanders, Jan Wassenberg:
Vectorized and performance-portable Quicksort. CoRR abs/2205.05982 (2022) - [i89]Dominik Schreiber, Peter Sanders:
Scalable SAT Solving in the Cloud. CoRR abs/2205.06590 (2022) - [i88]Ümit V. Çatalyürek, Karen D. Devine, Marcelo Fonseca Faraj, Lars Gottesbüren, Tobias Heuer, Henning Meyerhenke, Peter Sanders, Sebastian Schlag, Christian Schulz, Daniel Seemaier, Dorothea Wagner:
More Recent Advances in (Hyper)Graph Partitioning. CoRR abs/2205.13202 (2022) - [i87]Hans-Peter Lehmann, Peter Sanders, Stefan Walzer:
SicHash - Small Irregular Cuckoo Tables for Perfect Hashing. CoRR abs/2210.01560 (2022) - [i86]Dominik Bez, Florian Kurpicz, Hans-Peter Lehmann, Peter Sanders:
High Performance Construction of RecSplit Based Minimal Perfect Hash Functions. CoRR abs/2212.09562 (2022) - 2021
- [j73]Lukas Hübner
, Alexey M. Kozlov
, Demian Hespe
, Peter Sanders, Alexandros Stamatakis
:
Exploring parallel MPI fault tolerance mechanisms for phylogenetic inference with RAxML-NG. Bioinform. 37(22): 4056-4063 (2021) - [j72]Timo Bingmann
, Jasper Marianczuk, Peter Sanders:
Engineering faster sorters for small sets of items. Softw. Pract. Exp. 51(5): 965-1004 (2021) - [c188]Lars Gottesbüren, Tobias Heuer, Peter Sanders, Sebastian Schlag:
Scalable Shared-Memory Hypergraph Partitioning. ALENEX 2021: 16-30 - [c187]Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Fast, Exact and Scalable Dynamic Ridesharing. ALENEX 2021: 98-112 - [c186]Lars Gottesbüren, Tobias Heuer, Peter Sanders, Christian Schulz, Daniel Seemaier:
Deep Multilevel Graph Partitioning. ESA 2021: 48:1-48:17 - [c185]Marvin Williams, Peter Sanders, Roman Dementiev:
Engineering MultiQueues: Fast Relaxed Concurrent Priority Queues. ESA 2021: 81:1-81:17 - [c184]Dominik Schreiber
, Peter Sanders
:
Scalable SAT Solving in the Cloud. SAT 2021: 518-534 - [i85]Lars Gottesbüren, Tobias Heuer, Peter Sanders, Sebastian Schlag:
Shared-Memory n-level Hypergraph Partitioning. CoRR abs/2104.08107 (2021) - [i84]Lars Gottesbüren, Tobias Heuer, Peter Sanders, Christian Schulz, Daniel Seemaier:
Deep Multilevel Graph Partitioning. CoRR abs/2105.02022 (2021) - [i83]Sebastian Schlag, Tobias Heuer, Lars Gottesbüren, Yaroslav Akhremtsev, Christian Schulz, Peter Sanders:
High-Quality Hypergraph Partitioning. CoRR abs/2106.08696 (2021) - [i82]Hans-Peter Lehmann, Lorenz Hübschle-Schneider, Peter Sanders:
Weighted Random Sampling on GPUs. CoRR abs/2106.12270 (2021) - [i81]Marvin Williams, Peter Sanders, Roman Dementiev:
Engineering MultiQueues: Fast Relaxed Concurrent Priority Queues. CoRR abs/2107.01350 (2021) - [i80]Peter C. Dillinger, Lorenz Hübschle-Schneider, Peter Sanders, Stefan Walzer:
Fast Succinct Retrieval and Approximate Membership using Ribbon. CoRR abs/2109.01892 (2021) - 2020
- [j71]Lorenz Hübschle-Schneider
, Peter Sanders
:
Linear work generation of R-MAT graphs. Netw. Sci. 8(4): 543-550 (2020) - [j70]Yaroslav Akhremtsev, Peter Sanders, Christian Schulz
:
High-Quality Shared-Memory Graph Partitioning. IEEE Trans. Parallel Distributed Syst. 31(11): 2710-2722 (2020) - [c183]Peter Sanders:
Connecting MapReduce Computations to Realistic Machine Models. IEEE BigData 2020: 84-93 - [c182]Timo Bingmann, Peter Sanders, Matthias Schimek:
Communication-Efficient String Sorting. IPDPS 2020: 137-147 - [c181]Lorenz Hübschle-Schneider, Peter Sanders:
Communication-Efficient Weighted Reservoir Sampling from Fully Distributed Data Streams. SPAA 2020: 543-545 - [c180]Tobias Maier
, Peter Sanders
, Robert Williger:
Concurrent Expandable AMQs on the Basis of Quotient Filters. SEA 2020: 15:1-15:13 - [e11]Fabrizio Grandoni
, Grzegorz Herman
, Peter Sanders
:
28th Annual European Symposium on Algorithms, ESA 2020, September 7-9, 2020, Pisa, Italy (Virtual Conference). LIPIcs 173, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2020, ISBN 978-3-95977-162-7 [contents] - [i79]Timo Bingmann, Peter Sanders, Matthias Schimek:
Communication-Efficient String Sorting. CoRR abs/2001.08516 (2020) - [i78]Timo Bingmann, Jasper Marianczuk, Peter Sanders:
Engineering Faster Sorters for Small Sets of Items. CoRR abs/2002.05599 (2020) - [i77]Peter Sanders:
Connecting MapReduce Computations to Realistic Machine Models. CoRR abs/2002.07553 (2020) - [i76]Manuel Penschuck
, Ulrik Brandes, Michael Hamann, Sebastian Lamm, Ulrich Meyer, Ilya Safro, Peter Sanders, Christian Schulz:
Recent Advances in Scalable Network Generation. CoRR abs/2003.00736 (2020) - [i75]Michael Axtmann, Sascha Witt, Daniel Ferizovic, Peter Sanders:
Engineering In-place (Shared-memory) Sorting Algorithms. CoRR abs/2009.13569 (2020) - [i74]Lars Gottesbüren, Tobias Heuer, Peter Sanders, Sebastian Schlag:
Scalable Shared-Memory Hypergraph Partitioning. CoRR abs/2010.10272 (2020) - [i73]Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Fast, Exact and Scalable Dynamic Ridesharing. CoRR abs/2011.02601 (2020)
2010 – 2019
- 2019
- [b5]Peter Sanders, Kurt Mehlhorn, Martin Dietzfelbinger, Roman Dementiev:
Sequential and Parallel Algorithms and Data Structures - The Basic Toolbox. Springer 2019, ISBN 978-3-030-25208-3, pp. 1-434 - [j69]Tobias Maier
, Peter Sanders
, Stefan Walzer
:
Dynamic Space Efficient Hashing. Algorithmica 81(8): 3162-3185 (2019) - [j68]Md. Maksudul Alam
, Kalyan S. Perumalla
, Peter Sanders:
Novel Parallel Algorithms for Fast Multi-GPU-Based Generation of Massive Scale-Free Networks. Data Sci. Eng. 4(1): 61-75 (2019) - [j67]Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Real-time Traffic Assignment Using Engineered Customizable Contraction Hierarchies. ACM J. Exp. Algorithmics 24(1): 2.4:1-2.4:28 (2019) - [j66]Tobias Heuer, Peter Sanders, Sebastian Schlag
:
Network Flow-Based Refinement for Multilevel Hypergraph Partitioning. ACM J. Exp. Algorithmics 24(1): 2.3:1-2.3:36 (2019) - [j65]Daniel Funke, Sebastian Lamm, Ulrich Meyer, Manuel Penschuck, Peter Sanders, Christian Schulz
, Darren Strash
, Moritz von Looz:
Communication-free massively distributed graph generation. J. Parallel Distributed Comput. 131: 200-217 (2019) - [j64]Tobias Maier, Peter Sanders, Roman Dementiev:
Concurrent Hash Tables: Fast and General(?)! ACM Trans. Parallel Comput. 5(4): 16:1-16:32 (2019) - [c179]Demian Hespe
, Peter Sanders:
More Hierarchy in Route Planning Using Edge Hierarchies. ATMOS 2019: 10:1-10:14 - [c178]Lorenz Hübschle-Schneider
, Peter Sanders:
Parallel Weighted Random Sampling. ESA 2019: 59:1-59:24 - [c177]Daniel Funke, Peter Sanders, Vincent Winkler:
Load-Balancing for Parallel Delaunay Triangulations. Euro-Par 2019: 156-169 - [c176]Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Efficient Calculation of Microscopic Travel Demand Data with Low Calibration Effort. SIGSPATIAL/GIS 2019: 379-388 - [i72]Daniel Funke, Peter Sanders, Vincent Winkler:
Load-Balancing for Parallel Delaunay Triangulations. CoRR abs/1902.07554 (2019) - [i71]Lorenz Hübschle-Schneider, Peter Sanders:
Parallel Weighted Random Sampling. CoRR abs/1903.00227 (2019) - [i70]Lorenz Hübschle-Schneider
, Peter Sanders:
Linear Work Generation of R-MAT Graphs. CoRR abs/1905.03525 (2019) - [i69]Demian Hespe, Peter Sanders:
More Hierarchy in Route Planning Using Edge Hierarchies. CoRR abs/1907.03535 (2019) - [i68]Lorenz Hübschle-Schneider
, Peter Sanders:
Communication-Efficient (Weighted) Reservoir Sampling. CoRR abs/1910.11069 (2019) - [i67]Tobias Maier, Peter Sanders, Robert Williger:
Concurrent Expandable AMQs on the Basis of Quotient Filters. CoRR abs/1911.08374 (2019) - 2018
- [j63]Peter Sanders, Sebastian Lamm, Lorenz Hübschle-Schneider
, Emanuel Schrade, Carsten Dachsbacher:
Efficient Parallel Random Sampling - Vectorized, Cache-Efficient, and Online. ACM Trans. Math. Softw. 44(3): 29:1-29:14 (2018) - [c175]Thomas Breitbach, Peter Sanders, Dominik Schultes:
Optimizing energy consumption and user experience in a mobile video streaming scenario. CCNC 2018: 1-9 - [c174]Anne Koziolek, Peter Sanders, Dorothea Wagner:
An equal opportunity concept for the coordinated research effort AESC. ECSA (Companion) 2018: 16:1-16:4 - [c173]Yaroslav Akhremtsev, Peter Sanders, Christian Schulz
:
High-Quality Shared-Memory Graph Partitioning. Euro-Par 2018: 659-671 - [c172]Michael Axtmann, Armin Wiebigke, Peter Sanders:
Lightweight MPI Communicators with Applications to Perfectly Balanced Quicksort. IPDPS 2018: 254-265 - [c171]Daniel Funke, Sebastian Lamm, Peter Sanders, Christian Schulz
, Darren Strash
, Moritz von Looz:
Communication-Free Massively Distributed Graph Generation. IPDPS 2018: 336-347 - [c170]Lorenz Hübschle-Schneider
, Peter Sanders:
Communication Efficient Checking of Big Data Operations. IPDPS 2018: 650-659 - [c169]Bernhard Beckert
, Timo Bingmann, Moritz Kiefer, Peter Sanders, Mattias Ulbrich
, Alexander Weigl
:
Relational Equivalence Proofs Between Imperative and MapReduce Algorithms. VSTTE 2018: 248-266 - [c168]Tobias Heuer, Peter Sanders, Sebastian Schlag
:
Network Flow-Based Refinement for Multilevel Hypergraph Partitioning. SEA 2018: 1:1-1:19 - [c167]Valentin Buchhold, Peter Sanders, Dorothea Wagner:
Real-Time Traffic Assignment Using Fast Queries in Customizable Contraction Hierarchies. SEA 2018: 27:1-27:15 - [c166]Bernhard Beckert
, Timo Bingmann, Moritz Kiefer, Peter Sanders, Mattias Ulbrich
, Alexander Weigl
:
Proving Equivalence Between Imperative and MapReduce Implementations Using Program Transformations. MARS/VPT@ETAPS 2018: 185-199 - [e10]Fredrik Manne, Peter Sanders, Sivan Toledo:
Proceedings of the Eighth SIAM Workshop on Combinatorial Scientific Computing, CSC 2018, Bergen, Norway, June 6-8, 2018. SIAM 2018, ISBN 978-1-61197-521-5 [contents] - [r3]David A. Bader
, Andrea Kappes, Henning Meyerhenke, Peter Sanders, Christian Schulz, Dorothea Wagner:
Benchmarking for Graph Clustering and Partitioning. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i66]Bernhard Beckert, Timo Bingmann, Moritz Kiefer, Peter Sanders, Mattias Ulbrich, Alexander Weigl:
Relational Equivalence Proofs Between Imperative and MapReduce Algorithms. CoRR abs/1801.08766 (2018) - [i65]Tobias Heuer, Peter Sanders, Sebastian Schlag:
Network Flow-Based Refinement for Multilevel Hypergraph Partitioning. CoRR abs/1802.03587 (2018) - [i64]Peter Sanders:
Hashing with Linear Probing and Referential Integrity. CoRR abs/1808.04602 (2018) - 2017
- [j62]Timo Bingmann, Andreas Eberle, Peter Sanders:
Engineering Parallel String Sorting. Algorithmica 77(1): 235-286 (2017) - [j61]Sebastian Lamm, Peter Sanders, Christian Schulz
, Darren Strash
, Renato F. Werneck:
Finding near-optimal independent sets at scale. J. Heuristics 23(4): 207-229 (2017) - [j60]Henning Meyerhenke
, Peter Sanders, Christian Schulz
:
Parallel Graph Partitioning for Complex Networks. IEEE Trans. Parallel Distributed Syst. 28(9): 2625-2638 (2017) - [c165]Yaroslav Akhremtsev, Tobias Heuer, Peter Sanders, Sebastian Schlag:
Engineering a direct k-way Hypergraph Partitioning Algorithm. ALENEX 2017: 28-42 - [c164]Michael Axtmann, Peter Sanders:
Robust Massively Parallel Sorting. ALENEX 2017: 83-97 - [c163]Johannes Fischer, Florian Kurpicz
, Peter Sanders:
Engineering a Distributed Full-Text Index. ALENEX 2017: 120-134 - [c162]Daniel Funke, Peter Sanders:
Parallel d-D Delaunay Triangulations in Shared and Distributed Memory. ALENEX 2017: 207-217 - [c161]Michael Axtmann, Sascha Witt, Daniel Ferizovic, Peter Sanders:
In-Place Parallel Super Scalar Samplesort (IPSSSSo). ESA 2017: 9:1-9:14 - [c160]Tobias Maier, Peter Sanders:
Dynamic Space Efficient Hashing. ESA 2017: 58:1-58:14 - [c159]Peter Sanders, Christian Schulz
, Darren Strash
, Robert Williger:
Distributed evolutionary k-way node separators. GECCO 2017: 345-352 - [i63]Peter Sanders, Christian Schulz, Darren Strash, Robert Williger:
Distributed Evolutionary k-way Node Separators. CoRR abs/1702.01692 (2017) - [i62]Julian Arz, Peter Sanders, Johannes Stegmaier, Ralf Mikut:
3D Cell Nuclei Segmentation with Balanced Graph Partitioning. CoRR abs/1702.05413 (2017) - [i61]Kurt Mehlhorn, Stefan Näher, Peter Sanders:
Engineering DFS-Based Graph Algorithms. CoRR abs/1703.10023 (2017) - [i60]Tobias Maier, Peter Sanders:
Dynamic Space Efficient Hashing. CoRR abs/1705.00997 (2017) - [i59]Michael Axtmann, Sascha Witt, Daniel Ferizovic, Peter Sanders:
In-place Parallel Super Scalar Samplesort (IPSSSSo). CoRR abs/1705.02257 (2017) - [i58]Demian Hespe, Martin Weidner, Jonathan Dees, Peter Sanders:
Fast OLAP Query Execution in Main Memory on Large Data in a Cluster. CoRR abs/1709.05183 (2017) - [i57]Daniel Funke, Sebastian Lamm, Peter Sanders, Christian Schulz, Darren Strash, Moritz von Looz:
Communication-free Massively Distributed Graph Generation. CoRR abs/1710.07565 (2017) - [i56]Michael Axtmann, Armin Wiebigke, Peter Sanders:
Lightweight MPI Communicators with Applications to Perfectly Balanced Schizophrenic Quicksort. CoRR abs/1710.08027 (2017) - [i55]Yaroslav Akhremtsev, Peter Sanders, Christian Schulz:
High-Quality Shared-Memory Graph Partitioning. CoRR abs/1710.08231 (2017) - [i54]