Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics

18 December 2019

Papers citing "Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics"

26 / 26 papers shown

Title
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study Nikolai Merkel Pierre Toussing R. Mayer Hans-Arno Jacobsen GNN 43 1 0 17 Sep 2024
Demystifying Higher-Order Graph Neural Networks Maciej Besta Florian Scheidl Lukas Gianinazzi S. Klaiman Jürgen Müller Torsten Hoefler 51 3 0 18 Jun 2024
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs Yun Wang Chrysanthi Kosyfaki S. Amer-Yahia Reynold Cheng 38 0 0 20 Mar 2024
HPC-based Solvers of Minimisation Problems for Signal Processing Simone Cammarasana Giuseppe Patané 19 1 0 03 Nov 2023
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores Maciej Besta Robert Gerstenberger Marc Fischer Michal Podstawski Nils Blach ... Wojciech Chlapek M. Michalewicz H. Niewiadomski Juergen Mueller Torsten Hoefler 25 9 0 18 May 2023
Sparse Hamming Graph: A Customizable Network-on-Chip Topology Patrick Iff Maciej Besta Matheus A. Cavalcante Tim Fischer Luca Benini Torsten Hoefler 21 6 0 25 Nov 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 47 9 0 20 Sep 2022
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations Maciej Besta Cesare Miglioli P. S. Labini Jakub Tvetek Patrick Iff ... Grzegorz Kwa'sniewski Niels Gleinig Flavio Vella O. Mutlu Torsten Hoefler 37 8 0 24 Aug 2022
HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures Xinyu Chen Marco Minutoli Jiannan Tian M. Halappanavar A. Kalyanaraman Dingwen Tao 21 5 0 01 Aug 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 36 56 0 19 May 2022
Parallel Algorithms for Finding Large Cliques in Sparse Graphs Lukas Gianinazzi Maciej Besta Yannick Schaffner Torsten Hoefler 64 21 0 20 Sep 2021
Motif Prediction with Graph Neural Networks Maciej Besta Raphael Grob Cesare Miglioli Nico Bernold Grzegorz Kwa'sniewski ... Raghavendra Kanakagiri Saleh Ashkboos Lukas Gianinazzi Nikoli Dryden Torsten Hoefler 26 38 0 26 May 2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems Maciej Besta Raghavendra Kanakagiri Grzegorz Kwa'sniewski Rachata Ausavarungnirun Jakub Beránek ... Salvatore Di Girolamo Marek Konieczny Nils Blach O. Mutlu Torsten Hoefler 21 86 0 15 Apr 2021
GraphGuess: Approximate Graph Processing System with Adaptive Correction M. Ramezani M. Kandemir A. Sivasubramaniam 13 0 0 11 Apr 2021
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra Maciej Besta Zur Vonarburg-Shmaria Yannick Schaffner Leonardo Schwarz Grzegorz Kwa'sniewski ... Philipp Lindenberger Pavel Kalvoda Marek Konieczny O. Mutlu Torsten Hoefler 33 27 0 05 Mar 2021
Optimizing Graph Processing and Preprocessing with Hardware Assisted Propagation Blocking Vignesh Balaji Brandon Lucia 12 1 0 17 Nov 2020
Substream-Centric Maximum Matchings on FPGA Maciej Besta Marc Fischer Tal Ben-Nun Dimitri Stanojevic Johannes de Fine Licht Torsten Hoefler 14 28 0 28 Oct 2020
Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy Efficiency and Scalability Maciej Besta S. M. Hassan S. Yalamanchili Rachata Ausavarungnirun O. Mutlu Torsten Hoefler GNN 58 50 0 21 Oct 2020
SlimSell: A Vectorizable Graph Representation for Breadth-First Search Maciej Besta Florian Marending Edgar Solomonik Torsten Hoefler 61 64 0 19 Oct 2020
High-Performance Parallel Graph Coloring with Strong Guarantees on Work, Depth, and Quality Maciej Besta Armon Carigiet Zur Vonarburg-Shmaria Kacper Janda Lukas Gianinazzi Torsten Hoefler 20 26 0 26 Aug 2020
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems Maciej Besta Marc Fischer Vasiliki Kalavri Michael Kapralov Torsten Hoefler GNN 43 55 0 29 Dec 2019
Communication-Efficient Jaccard Similarity for High-Performance Distributed Genome Comparisons Maciej Besta Raghavendra Kanakagiri Harun Mustafa Mikhail Karasikov Gunnar Rätsch Torsten Hoefler Edgar Solomonik 20 66 0 11 Nov 2019
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries Maciej Besta Robert Gerstenberger E. Peter Marc Fischer Michal Podstawski Claude Barthels Gustavo Alonso Torsten Hoefler GNN 25 92 0 20 Oct 2019
A Comparative Study on Exact Triangle Counting Algorithms on the GPU Leyuan Wang Yangzihao Wang Carl Yang John Douglas Owens 42 49 0 18 Apr 2018
Concise Fuzzy Planar Embedding of Graphs: a Dimensionality Reduction Approach F. Abu-Khzam Rana H. Mouawi Amer Hajj Ahmad Sergio Thoumi 22 1 0 08 Mar 2018
Scaling betweenness centrality using communication-efficient sparse matrix multiplication Edgar Solomonik Maciej Besta Flavio Vella Torsten Hoefler 51 77 0 22 Sep 2016