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Dijkstra's Single Source Shortest Path (SSSP) Algorithm using Spark

This repository contains a solution for the Dijkstra's Single Source Shortest Path Algorithm using the Spark Engine framework.

Implementations

This repository is divided into several branches.

  • main: Primary implementation of the project.
  • feedback: Incorporates feedback and improvements.
  • optimization_1: Contains the implementation with the optimizations of the spark-parallel-implementation branch (now merged to main).
  • report: Includes the project report and documentation (now merged to main).
  • spark-parallel-implementation: Includes the naive parallelized Spark version of the algorithm without any optimization.
  • tests: Contains test cases and testing utilities.

Report

The report is available in tex format as well as in pdf format

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