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Journal ArticleDOI

Dynamic load balancing for distributed memory multiprocessors

George Cybenko
- 01 Oct 1989 - 
- Vol. 7, Iss: 2, pp 279-301
TLDR
This paper completely analyze the hypercube network by explicitly computing the eigenstructure of its node adjacency matrix and shows that a diffusion approach to load balancing on a hypercube multiprocessor is inferior to another approach which is called the dimension exchange method.
About
This article is published in Journal of Parallel and Distributed Computing.The article was published on 1989-10-01. It has received 1074 citations till now. The article focuses on the topics: Hypercube & Load balancing (computing).

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Citations
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Book ChapterDOI

Distributed Octree Data Structures and Local Refinement Method for the Parallel Solution of Three-Dimensional Conservation Laws

TL;DR: Conservation laws are solved by a local Galerkin finite element procedure with adaptive space-time mesh refinement and explicit time integration, thereby greatly increasing efficiency relative to methods having a single global time step.
Journal ArticleDOI

MinEX: a latency-tolerant dynamic partitioner for grid computing applications

TL;DR: A novel latency-tolerant partitioning scheme is presented, called MinEX, that dynamically balances processor workloads while minimizing data movement and runtime communication, for applications that are executed in a parallel distributed fashion on the Information Power Grid.
Book ChapterDOI

Quality Balancing for Parallel Adaptive FEM

TL;DR: A dynamic distributed load balancing algorithm for parallel, adaptive finite element simulations using preconditioned conjugate gradient solvers based on domain-decomposition and how to use information from the second step to guide the first is presented.
Proceedings ArticleDOI

Communication efficient global load balancing

TL;DR: This paper proposes a scalable parallel algorithm, called direct mapping, for balancing workload in a global, synchronous way, and studies its performance via simulation in comparison to previously proposed methods.
Proceedings ArticleDOI

Parallel Computing for Machine Learning in Social Network Analysis

TL;DR: How deep learning can apply to large-scale social network analysis and the computing resources required to make such analyses feasible are discussed with a specific focus on.
References
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Book

Computers and Intractability: A Guide to the Theory of NP-Completeness

TL;DR: The second edition of a quarterly column as discussed by the authors provides a continuing update to the list of problems (NP-complete and harder) presented by M. R. Garey and myself in our book "Computers and Intractability: A Guide to the Theory of NP-Completeness,” W. H. Freeman & Co., San Francisco, 1979.
Journal ArticleDOI

Matrix Iterative Analysis

Book

Matrix iterative analysis

TL;DR: In this article, the authors propose Matrix Methods for Parabolic Partial Differential Equations (PPDE) and estimate of Acceleration Parameters, and derive the solution of Elliptic Difference Equations.
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