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A Work-Efficient Parallel Sparse Matrix-Sparse Vector Multiplication Algorithm

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Local Graph Partitioning using PageRank Vectors
inferredcites →https://doi.org/10.1109/hpec.2016.7761646openalex-snapshot
Mathematical foundations of the GraphBLAS
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On the representation and multiplication of hypersparse matrices
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High-Productivity and High-Performance Analysis of Filtered Semantic Graphs
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Distributed-Memory Algorithms for Maximum Cardinality Matching in Bipartite Graphs
inferredcites →https://doi.org/10.1109/ipdpsw.2015.77openalex-snapshot
Fast Sparse Matrix and Sparse Vector Multiplication Algorithm on the GPU
inferredcites →https://doi.org/10.1109/tpds.2015.2401575openalex-snapshot
Evaluation Criteria for Sparse Matrix Storage Formats
inferredcites →https://doi.org/10.1137/0613024openalex-snapshot
Sparse Matrices in MATLAB: Design and Implementation
inferredcites →https://doi.org/10.1137/080744888openalex-snapshot
A Local Clustering Algorithm for Massive Graphs and Its Application to Nearly Linear Time Graph Partitioning
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LIBSVM
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The university of Florida sparse matrix collection
inferredcites →https://doi.org/10.1145/2063384.2063471openalex-snapshot
Parallel breadth-first search on distributed memory systems
inferredcites →https://doi.org/10.1145/2901919openalex-snapshot
Parallel graph analytics
inferredcites →https://doi.org/10.1145/2903150.2903164openalex-snapshot
Graph programming interface (GPI)
inferredcites →https://doi.org/10.1145/2925426.2926278openalex-snapshot
Optimizing Sparse Matrix-Vector Multiplication for Large-Scale Data Analytics
inferredcites →https://doi.org/10.1145/355791.355796openalex-snapshot
Two Fast Algorithms for Sparse Matrices: Multiplication and Permuted Transposition
inferredcites →https://doi.org/10.1177/1094342011403516openalex-snapshot
The Combinatorial BLAS: design, implementation, and applications
inferredcites →https://doi.org/10.14778/2809974.2809983openalex-snapshot
GraphMat
inferredcites →https://doi.org/10.3850/9783981537079_0766openalex-snapshot
Hardware Accelerator for Analytics of Sparse Data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Sparse Matrix Algorithms for Evolving Neural Networks
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Efficient Distributed Graph Analytics using Triply Compressed Sparse Format
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NeuroMeter: An Integrated Power, Area, and Timing Modeling Framework for Machine Learning Accelerators Industry Track Paper
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DTSpMV: An Adaptive SpMV Framework for Graph Analysis on GPUs
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Merge-Based Parallel Sparse Matrix-Sparse Vector Multiplication with a Vector Architecture
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Introducing Streaming into Linear Algebra-based Sparse Graph Algorithms
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Efficient implementation of sparse matrix-sparse vector multiplication for large scale graph analytics
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You've Got Mail (YGM): Building Missing Asynchronous Communication Primitives
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HETEROGENEOUS ARCHITECTURE FOR SPARSE DATA PROCESSING
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High-Performance GraphBLAS Backend Prototype for NEC SX-Aurora TSUBASA
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Memory-Side Acceleration and Sparse Compression for Quantized Packed Convolutions
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HiCOO: Hierarchical Storage of Sparse Tensors
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Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication
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Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer
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Improving Efficiency of Parallel Vertex-Centric Algorithms for Irregular Graphs
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Adaptive SpMV/SpMSpV on GPUs for Input Vectors of Varied Sparsity
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Combinatorial BLAS 2.0: Scaling Combinatorial Algorithms on Distributed-Memory Systems
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CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms
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GPOP
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ExPress: Simultaneously Achieving Storage, Execution and Energy Efficiencies in Moderately Sparse Matrix Computations
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TileSpGEMM
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TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs
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Compilation of dynamic sparse tensor algebra
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A Survey of Accelerating Parallel Sparse Linear Algebra
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An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors
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Streaming Sparse Data on Architectures with Vector Extensions using Near Data Processing
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Machine Learning-Based Kernel Selector for SpMV Optimization in Graph Analysis
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Compilation of Modular and General Sparse Workspaces
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Triangle Centrality
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VDHA: Vector-Driven Hash Aggregation for Sparse Matrix-Sparse Vector Multiplication on GPUs
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Improving Memory Performance for Both High Performance Computing and Embedded/Edge Computing Systems
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Coherence Traffic in Manycore Processors with Opaque Distributed Directories
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Dynamic Sparse Tensor Algebra Compilation
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AI-Enhanced Data Structures for High-Performance Computing
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