Publications Related to Parallel Processing

  1. Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth Memory.

    Shaden Smith, Jongsoo Park, and George Karypis. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2017.

  1. Exploring Optimizations on Shared-memory Platforms for Parallel Triangle Counting Algorithms.

    Ancy Sarah Tom, Narayanan Sundaram, Nesreen K. Ahmed, Shaden Smith, Stijn Eyerman, Midhunchandra Kodiyath, Ibrahim Hur, Fabrizio Petrini, and George Karypis. IEEE High Performance Extreme Computing Conference (HPEC), 2017.

  1. Truss Decomposition on Shared-Memory Parallel Systems.

    Shaden Smith, Xing Liu, Nesreen K. Ahmed, Ancy Sarah Tom, Fabrizio Petrini, and George Karypis. IEEE High Performance Extreme Computing Conference (HPEC), 2017.

  1. Accelerating the Tucker Decomposition with Compressed Sparse Tensors.

    Shaden Smith and George Karypis. European Conference on Parallel Processing, 653-668, 2017.

  1. Constrained Tensor Factorization with Accelerated AO-ADMM.

    Shaden Smith, Alec Beri, and George Karypis. 46th International Conference on Parallel Processing (ICPP), 2017.

  1. A Medium-Grained Algorithm for Distributed Sparse Tensor Factorization.

    Shaden Smith and George Karypis. 30th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2016.

  1. A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning.

    Dominique LaSalle and George Karypis. 45th International Conference on Parallel Processing (ICPP), 2016.

  1. An Exploration of Optimization Algorithms for High Performance Tensor Completion.

    Shaden Smith, Jongsoo Park, and George Karypis. Supercomputing (SC16) , 2016.

  1. Improving Graph Partitioning for Modern Graphs and Architectures.

    Dominique LaSalle, Md Mostofa Ali Patwary, Nadathur Satish, Narayanan Sundaram, Pradeep Dubey, and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.

  1. PL2AP: Fast Parallel Cosine Similarity Search.

    David C. Anastasiu and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.

  1. Tensor-Matrix Products with a Compressed Sparse Tensor.

    Shaden Smith and George Karypis. 5th Workshop on Irregular applications: Architectures and Algorithms, Supercomputing, 2015.

  1. A Memory Management System Optimized for BDMPI’s Memory and Execution Model.

    Jeremy Iverson and George Karypis. EuroMPI, 2015.