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Julia 1.0 Programming Cookbook

You're reading from   Julia 1.0 Programming Cookbook Over 100 numerical and distributed computing recipes for your daily data science work?ow

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Product type Paperback
Published in Nov 2018
Publisher Packt
ISBN-13 9781788998369
Length 460 pages
Edition 1st Edition
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Authors (2):
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Przemysław Szufel Przemysław Szufel
Author Profile Icon Przemysław Szufel
Przemysław Szufel
Bogumił Kamiński Bogumił Kamiński
Author Profile Icon Bogumił Kamiński
Bogumił Kamiński
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Table of Contents (12) Chapters Close

Preface 1. Installing and Setting Up Julia 2. Data Structures and Algorithms FREE CHAPTER 3. Data Engineering in Julia 4. Numerical Computing with Julia 5. Variables, Types, and Functions 6. Metaprogramming and Advanced Typing 7. Handling Analytical Data 8. Julia Workflow 9. Data Science 10. Distributed Computing 11. Other Books You May Enjoy

Sending parameters to remote Julia processes

In this recipe, we examine a distributed computation scenario running across many workers, where each worker process needs to communicate with other processes. Examples include running complex analytical jobs or large simulation/computational models.

In the recipe, we use a simplified example of how to run a distributed cellular automaton using Julia's Distributed module and the ParallelDataTransfer.jl package. Cellular automaton is a type of discrete model consisting of a number of cells with a finite set of possible states and a deterministic rule for transforming one state to another (see http://mathworld.wolfram.com/CellularAutomaton.html or https://en.wikipedia.org/wiki/Cellular_automaton). There are many possible rules for describing how subsequent states are calculated.

In this recipe, we will construct a one-dimensional...

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