Fetching the paper…
Reading the bibliography…
This paper presents the Graph Analytics Repository for Designing Next-generation Accelerators (GARDENIA), a benchmark suite for studying irregular algorithms on massively parallel accelerators.
The PageRank Citation Ranking: Bringing Order to the Web
Larry Page, Sergey Brin, R. Motwani, and T. Winograd. 1998 · 1998
Earlier work this paper cites.
Δ-stepping: A Parallelizable Shortest Path Algorithm
U. Meyer and P. Sanders. 2003 · 2003
Earlier work this paper cites.
The PARSEC Benchmark Suite: Characterization and Architectural Implications. In Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques
Christian Bienia, Sanjeev Kumar, Jaswinder Pal Singh, and Kai Li. 2008 · 2008
Earlier work this paper cites.
Rodinia: A benchmark suite for heterogeneous computing. In Proceedings of the IEEE International Symposium on Workload Characterization
Shuai Che, M. Boyer, Jiayuan Meng, D. Tarjan, J.W. Sheaffer, Sang-Ha Lee, and K. Skadron. 2009a · 2009
Earlier work this paper cites.
Rodinia: A benchmark suite for heterogeneous computing. In Workload Characterization, 2009. IISWC 2009. IEEE International Symposium on
Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W Sheaffer, Sang-Ha Lee, and Kevin Skadron. 2009b · 2009
Earlier work this paper cites.
Matrix Factorization Techniques for Recommender Systems
Yehuda Koren, Robert Bell, and Chris Volinsky. 2009 · 2009
Earlier work this paper cites.
Graphlab: A new parallel framework for machine learning. In Proceedings of the UAI
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, and Joseph M. Hellerstein. 2010 · 2010
Earlier work this paper cites.
Pregel: A System for Large-scale Graph Processing. In Proceedings of the ACM SIGMOD International Conference on Management of Data
Grzegorz Malewicz, Matthew H. Austern, Aart J.C Bik, James C. Dehnert, Ilan Horn, Naty Leiser, and Grzegorz Czajkowski. 2010 · 2010
Earlier work this paper cites.
The University of Florida sparse matrix collection
Timothy A Davis and Yifan Hu. 2011 · 2011
Earlier work this paper cites.
Accelerating CUDA Graph Algorithms at Maximum Warp. In Proceedings of the 16th ACM Symposium on Principles and Practice of Parallel Programming (PPoPP)
Sungpack Hong, Sang Kyun Kim, Tayo Oguntebi, and Kunle Olukotun. 2011 · 2011
Earlier work this paper cites.
Direction-optimizing Breadth-first Search. In Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC)
Scott Beamer, Krste Asanović, and David Patterson. 2012 · 2012
Earlier work this paper cites.
A quantitative study of irregular programs on GPUs. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC)
M. Burtscher, R. Nasre, and K. Pingali. 2012 · 2012
Earlier work this paper cites.
Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud
Yucheng Low, Danny Bickson, Joseph Gonzalez, Carlos Guestrin, Aapo Kyrola, and Joseph M. Hellerstein. 2012 · 2012
Earlier work this paper cites.
Scalable GPU Graph Traversal. In Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP)
Duane Merrill, Michael Garland, and Andrew Grimshaw. 2012 · 2012
Earlier work this paper cites.
Parboil: A Revised Benchmark Suite for Scientific and Commercial Throughput Computing
John A. Stratton, Christopher Rodrigrues, I-Jui Sung, Nady Obeid, Liwen Chang, Geng Liu, and Wen-Mei W. Hwu. 2012 · 2012
Cited alongside, same era.
Pannotia: Understanding irregular GPGPU graph applications. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC)
S. Che, B. M. Beckmann, S. K. Reinhardt, and K. Skadron. 2013 · 2013
Cited alongside, same era.
Konect: the koblenz network collection. In Proceedings of the 22nd International Conference on World Wide Web
Jérôme Kunegis. 2013 · 2013
Cited alongside, same era.
SNAP: Stanford Network Analysis Platform
J. Leskovec. 2013 · 2013
Cited alongside, same era.
Data-Driven Versus Topology-driven Irregular Computations on GPUs. In Proceedings of the 27th IEEE International Parallel Distributed Processing Symposium (IPDPS)
R. Nasre, M. Burtscher, and K. Pingali. 2013 · 2013
Cited alongside, same era.
Locality Exists in Graph Processing: Workload Characterization on an Ivy Bridge Server. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC)
S. Beamer, K. Asanovic, and D. Patterson. 2015a · 2015
Later among the works it cites.
Scott Beamer, Krste Asanovic, and David A. Patterson. 2015b · 2015
Later among the works it cites.
GraphBIG: understanding graph computing in the context of industrial solutions. In High Performance Computing, Networking, Storage and Analysis, 2015 SC-International Conference for
Lifeng Nai, Yinglong Xia, Ilie G Tanase, Hyesoon Kim, and Ching-Yung Lin. 2015b · 2015
Later among the works it cites.
GraphReduce: Processing Large-scale Graphs on Accelerator-based Systems. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Dipanjan Sengupta, Shuaiwen Leon Song, Kapil Agarwal, and Karsten Schwan. 2015 · 2015
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
computing SDK
GPU Nvidia. 2013 · 2013
Cited alongside, same era.
Ligra: A Lightweight Graph Processing Framework for Shared Memory. In Proceedings of the 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP)
Julian Shun and Guy E. Blelloch. 2013 · 2013
Cited alongside, same era.
Medusa: Simplified Graph Processing on GPUs
J. Zhong and B. He. 2014 · 2013
Cited alongside, same era.
Cusp: Generic Parallel Algorithms for Sparse Matrix and Graph Computations
Steven Dalton, Nathan Bell, Luke Olson, and Michael Garland. 2014 · 2014
Cited alongside, same era.
Work-Efficient Parallel GPU Methods for Single-Source Shortest Paths. In Proceedings of the IEEE 28th International Parallel and Distributed Processing Symposium (IPDPS)
A. Davidson, S. Baxter, M. Garland, and J. D. Owens. 2014 · 2014
Cited alongside, same era.
CuSha: Vertex-centric Graph Processing on GPUs. In Proceedings of the 23rd International Symposium on High-performance Parallel and Distributed Computing (HPDC)
Farzad Khorasani, Keval Vora, Rajiv Gupta, and Laxmi N. Bhuyan. 2014 · 2014
Cited alongside, same era.
Scalable and High Performance Betweenness Centrality on the GPU. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC)
Adam McLaughlin and David A. Bader. 2014 · 2014
Cited alongside, same era.
GraphMat: High Performance Graph Analytics Made Productive
Narayanan Sundaram, Nadathur Satish, Md Mostofa Ali Patwary, Subramanya R. Dulloor, Michael J. Anderson, Satya Gautam Vadlamudi, Dipankar Das, and Pradeep Dubey. 2015 · 2015
Later among the works it cites.
IMP: Indirect Memory Prefetcher. In Proceedings of the 48th International Symposium on Microarchitecture
Xiangyao Yu, Christopher J. Hughes, Nadathur Satish, and Srinivas Devadas. 2015 · 2015
Later among the works it cites.
Graphicionado: A high-performance and energy-efficient accelerator for graph analytics. In 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
T. J. Ham, L. Wu, N. Sundaram, N. Satish, and M. Martonosi. 2016 · 2016
Later among the works it cites.
cuDNN Library
NVIDIA. 2016a · 2016
Later among the works it cites.
CUSPARSE Library
NVIDIA. 2016b · 2016
Later among the works it cites.
nvGRAPH Library
NVIDIA. 2016c · 2016
Later among the works it cites.
Energy Efficient Architecture for Graph Analytics Accelerators. In Proceedings of the 43rd International Symposium on Computer Architecture
Muhammet Mustafa Ozdal, Serif Yesil, Taemin Kim, Andrey Ayupov, John Greth, Steven Burns, and Ozcan Ozturk. 2016 · 2016
Later among the works it cites.
Gunrock: A High-Performance Graph Processing Library on the GPU. In Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Yangzihao Wang, Andrew Davidson, Yuechao Pan, Yuduo Wu, Andy Riffel, and John D. Owens. 2016 · 2016
Later among the works it cites.
Efficient and High-quality Sparse Graph Coloring on the GPU
Xuhao Chen, Pingfan Li, Jianbin Fang, Tao Tang, Zhiying Wang, and Canqun Yang. 2017 · 2017
Closest in time.