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  1. [1809.03685] Massively Parallel Dynamic Programming on Trees

    Sep 11, 2018 · In this paper, we attempt to address this issue in the Massively Parallel Computations (MPC) model which is a popular abstraction of MapReduce-like paradigms. Our …

  2. Towards automatic parallelization of tree reductions in dynamic programming

    Jul 30, 2006 · In this paper, we propose an algebraic approach to deriving tree contraction programs from recursive tree programs, by focusing on the properties of commutative …

  3. Massively Parallel Dynamic Programming on Trees - DeepAI

    Sep 11, 2018 · In this paper, we attempt to address this issue in the Massively Parallel Computations (MPC) model which is a popular abstraction of MapReduce-like paradigms. Our …

  4. In this work, two di erent algorithms that apply dynamic programming on tree decompositions are implemented in the usual, sequential fashion. These implementations use the CPU to execute. …

  5. Fast Dynamic Programming in Trees in the MPC Model

    Jun 17, 2023 · We present a deterministic algorithm for solving a wide range of dynamic programming problems in trees in O (log D) rounds in the massively parallel computation …

  6. Massively Parallel Dynamic Programming on Trees - Academia.edu

    Dynamic programming is a powerful technique that is, unfortunately, often inherently sequential. That is, there exists no unified method to parallelize algorithms that use dynamic …

  7. In this paper, we propose an algebraic approach to deriv-ing tree contraction programs from recursive tree programs, by focusing on the properties of commutative semirings. We …

  8. (PDF) Parallelization with Tree Skeletons - Academia.edu

    In this paper, we propose an implementation of parallel tree skeletons that run efficiently on distributed systems. Our approach is as follows, first we partition a tree by using m-bridge …

  9. Efficient Parallelization of Dynamic Programming for Large …

    Sep 10, 2023 · Our work develops novel parallel solutions that require distributed memory parallelism for solving large-sized problems. We experimentally evaluate performance of our …

  10. A dynamic parallelization of tree search using pthreads

    A dynamic parallelization of tree search using pthreads. If the initial distribution of subtrees doesn’t do a good job of distributing the work among the threads, the static parallelization …

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