Title
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 87 9 0 20 Sep 2022
Hypersparse Network Flow Analysis of Packets with GraphBLAS Tyler H. Trigg C. Meiners Sandeep Pisharody Hayden Jananthan Michael Jones ... Antonio Rosa S. Samsi Douglas Stetson Charles Yee J. Kepner 45 5 0 13 Sep 2022
PGAbB: A Block-Based Graph Processing Framework for Heterogeneous Platforms Abdurrahman Yasar S. Rajamanickam Jonathan W. Berry Ümit V. Çatalyürek 43 2 0 09 Sep 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 111 57 0 19 May 2022
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU Jou-An Chen Hsin-Hsuan Sung Xipeng Shen Nathan R. Tallent Kevin J. Barker Ang Li GNN 55 5 0 21 Jan 2022
Serpens: A High Bandwidth Memory Based Accelerator for General-Purpose Sparse Matrix-Vector Multiplication Linghao Song Yuze Chi Licheng Guo Jason Cong 49 43 0 24 Nov 2021
Spatial Temporal Analysis of 40,000,000,000,000 Internet Darkspace Packets J. Kepner Michael Jones Daniel Andersen A. Buluç Chansup Byun ... S. Samsi Douglas A. Stetson Adam Tse Charles Yee Peter Michaleas 63 14 0 15 Aug 2021
Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices J. Kepner Tim Davis Chansup Byun William Arcand David Bestor ... Albert Reuther Antonio Rosa S. Samsi Charles Yee Peter Michaleas 39 4 0 15 Aug 2021
Metall: A Persistent Memory Allocator For Data-Centric Analytics Keita Iwabuchi Karim Youssef K. Velusamy M. Gokhale Roger Pearce 41 12 0 10 Aug 2021
Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems A. Azad Oguz Selvitopi Md Taufique Hussain J. Gilbert A. Buluç 64 26 0 28 Jun 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 99 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 56 88 0 15 Apr 2021
Functional Collection Programming with Semi-Ring Dictionaries Amir Shaikhha Mathieu Huot Jaclyn Smith Dan Olteanu 111 43 0 10 Mar 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 82 26 0 05 Mar 2021
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks Md. Khaledur Rahman Majedul Haque Sujon A. Azad FedML GNN 72 51 0 07 Nov 2020
Substream-Centric Maximum Matchings on FPGA Maciej Besta Marc Fischer Tal Ben-Nun Dimitri Stanojevic Johannes de Fine Licht Torsten Hoefler 91 29 0 28 Oct 2020
A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA Alberto Parravicini Francesco Sgherzi M. Santambrogio 39 21 0 22 Sep 2020
FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems Yuwei Hu Zihao Ye Minjie Wang Jiali Yu Da Zheng Mu Li Zheng Zhang Zhiru Zhang Yida Wang GNN 114 81 0 26 Aug 2020
DBOS: A Proposal for a Data-Centric Operating System Michael Cafarella D. DeWitt V. Gadepally J. Kepner Christos Kozyrakis Tim Kraska Michael Stonebraker Matei A. Zaharia 30 11 0 21 Jul 2020
Fast Mapping onto Census Blocks J. Kepner Andreas Kipf D. Engwirda Navin Vembar Michael Jones ... Albert Reuther Navin Vembar Sid Samsi Charles Yee Peter Michaleas 16 6 0 06 May 2020
GraphChallenge.org Triangle Counting Performance S. Samsi J. Kepner V. Gadepally M. Hurley Michael Jones ... Albert Reuther S. Smith William S. Song Diane Staheli P. Monticciolo 25 14 0 18 Mar 2020
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems Maciej Besta Marc Fischer Vasiliki Kalavri Michael Kapralov Torsten Hoefler GNN 113 56 0 29 Dec 2019
Knowledge-based Conversational Search Svitlana Vakulenko 54 13 0 14 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 67 67 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 100 97 0 20 Oct 2019
Performance Impact of Memory Channels on Sparse and Irregular Algorithms Oded Green James Fox Jeffrey S. Young J. Shirako David A. Bader 54 2 0 08 Oct 2019
Red-blue pebbling revisited: near optimal parallel matrix-matrix multiplication Grzegorz Kwa'sniewski Marko Kabić Maciej Besta J. VandeVondele R. Solcà Torsten Hoefler LRM 73 93 0 26 Aug 2019
Message Passing for Complex Question Answering over Knowledge Graphs Svitlana Vakulenko J. D. F. Garcia A. Polleres Maarten de Rijke Michael Cochez 86 73 0 19 Aug 2019
GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU Carl Yang A. Buluç John Douglas Owens GNN 61 101 0 04 Aug 2019
Spike-based primitives for graph algorithms Kathleen E. Hamilton T. Mintz Catherine D. Schuman GNN 66 20 0 25 Mar 2019
Graph Processing on FPGAs: Taxonomy, Survey, Challenges Maciej Besta Dimitri Stanojevic Johannes de Fine Licht Tal Ben-Nun Torsten Hoefler GNN AI4CE 92 52 0 25 Feb 2019
Solving All-Pairs Shortest-Paths Problem in Large Graphs Using Apache Spark Frank Schoeneman J. Zola 19 4 0 12 Feb 2019
Scalable Katz Ranking Computation in Large Static and Dynamic Graphs Alexander van der Grinten E. Bergamini Oded Green David A. Bader Henning Meyerhenke 31 14 0 10 Jul 2018
GraphChallenge.org: Raising the Bar on Graph Analytic Performance S. Samsi V. Gadepally M. Hurley Michael Jones E. Kao ... Albert Reuther S. Smith William S. Song Diane Staheli J. Kepner 58 29 0 23 May 2018
Design, Generation, and Validation of Extreme Scale Power-Law Graphs J. Kepner S. Samsi William Arcand David Bestor Bill Bergeron ... Andrew Prout Antonio Rosa Geoffrey Sanders Charles Yee Albert Reuther 40 16 0 04 Mar 2018
Enabling Massive Deep Neural Networks with the GraphBLAS J. Kepner Manoj Kumar José Moreira P. Pattnaik M. Serrano H. Tufo GNN 98 33 0 09 Aug 2017
Gunrock: GPU Graph Analytics Yangzihao Wang Yuechao Pan Andrew A. Davidson Yuduo Wu Carl Yang ... Muhammad Osama C. Yuan Weitang Liu Andy T. Riffel John Douglas Owens 98 115 0 04 Jan 2017
A work-efficient parallel sparse matrix-sparse vector multiplication algorithm A. Azad A. Buluç 41 57 0 25 Oct 2016