#include <stdio.h>
#include <stdlib.h>
#include <mpi.h>
#define ROOT 0
void parallel_bfs(int **graph, int vertices, int root, int rank, int size) {
int *visited
= (int *)calloc(vertices
, sizeof(int)); int *local_queue
= (int *)malloc(vertices
* sizeof(int)); int local_frontier_size = 0;
// Initialize local queue with root vertex
if (rank == ROOT) {
local_queue[local_frontier_size++] = root;
visited[root] = 1;
}
MPI_Bcast(&local_frontier_size, 1, MPI_INT, ROOT, MPI_COMM_WORLD);
MPI_Bcast(visited, vertices, MPI_INT, ROOT, MPI_COMM_WORLD);
// BFS loop
while (local_frontier_size > 0) {
int next_frontier_size = 0;
int *next_frontier
= (int *)malloc(vertices
* sizeof(int));
// Explore local frontier
for (int i = 0; i < local_frontier_size; i++) {
int current_vertex = local_queue[i];
for (int j = 0; j < vertices; j++) {
if (graph[current_vertex][j] && !visited[j]) {
next_frontier[next_frontier_size++] = j;
visited[j] = 1;
}
}
}
// Gather next frontier sizes from all processes
int *all_frontier_sizes
= (int *)malloc(size
* sizeof(int)); MPI_Allgather(&next_frontier_size, 1, MPI_INT, all_frontier_sizes, 1, MPI_INT, MPI_COMM_WORLD);
// Calculate total size of next frontier
int total_next_frontier_size = 0;
for (int i = 0; i < size; i++) {
total_next_frontier_size += all_frontier_sizes[i];
}
// Gather next frontier from all processes
int *all_next_frontiers
= (int *)malloc(total_next_frontier_size
* sizeof(int)); MPI_Allgather(next_frontier, next_frontier_size, MPI_INT, all_next_frontiers, next_frontier_size, MPI_INT, MPI_COMM_WORLD);
// Update local frontier
local_frontier_size = all_frontier_sizes[rank];
for (int i = 0; i < local_frontier_size; i++) {
local_queue[i] = all_next_frontiers[i + rank * vertices];
}
// Free dynamically allocated memory
free(all_frontier_sizes
); free(all_next_frontiers
); }
// Cleanup
}
int main(int argc, char *argv[]) {
MPI_Init(&argc, &argv);
int rank, size;
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
MPI_Comm_size(MPI_COMM_WORLD, &size);
// Define the graph (adjacency matrix)
int vertices = 6;
int **graph
= (int **)malloc(vertices
* sizeof(int *)); for (int i = 0; i < vertices; i++) {
graph
[i
] = (int *)malloc(vertices
* sizeof(int)); }
// Initialize the graph (for simplicity, hardcoded here)
int adj_matrix[6][6] = {
{0, 1, 1, 0, 0, 0},
{1, 0, 0, 1, 1, 0},
{1, 0, 0, 0, 1, 0},
{0, 1, 0, 0, 0, 1},
{0, 1, 1, 0, 0, 1},
{0, 0, 0, 1, 1, 0}
};
// Copy adjacency matrix to the graph
for (int i = 0; i < vertices; i++) {
for (int j = 0; j < vertices; j++) {
graph[i][j] = adj_matrix[i][j];
}
}
// Perform parallel BFS
parallel_bfs(graph, vertices, 0, rank, size);
// Cleanup
for (int i = 0; i < vertices; i++) {
}
MPI_Finalize();
return 0;
}
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