Publications Related to Parallel processing

  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.

  1. DMS: Distributed Sparse Tensor Factorization with Alternating Least Squares.

    Shaden Smith and George Karypis. UMN-CS TR 15-007, 2015.

  1. Efficient Nested Dissection for Multicore Architectures.

    Dominique LaSalle and George Karypis. EuroPar, 2015.

  1. SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication.

    Shaden Smith, Niranjay Ravindran, Nicholas D. Sidiropoulos, and George Karypis. 29th IEEE International Parallel & Distributed Processing Symposium, 2015.

  1. Evaluation of Connected-Component Labeling Algorithms for Distributed-Memory Systems.

    Jeremy Iverson, Chandrika Kamath, and George Karypis. Parallel Computing, Volume 44, Pages 53–68, 2015.

  1. Big Data Frequent Pattern Mining.

    David C. Anastasiu, Jeremy Iverson, Shaden Smith, and George Karypis. Frequent Pattern Mining (editors: Charu C. Aggarwal and Jawei Han), Springer, 2014.