In this paper a hybrid implementation for Bellman-Ford to solve shortest path problems is proposed using OpenCL. Here first parallel implementation for Bellman-Ford for single source shortest path (SSSP) problem and all pair shortest path (APSP) are analyzed on CPU and GPU and based on this analysis work is divided among CPU and GPU and hybrid implementation is done. As proper resource utilization is done here we have termed it a fine tuned implementation. We have got considerable speedup of 2.88x over parallel implementation on GPU for SSSP and 3.3x over parallel implementation of Bellman-Ford for APSP on GPU
Abstract—The Single-Source Shortest Path (SSSP) problem arises in many different fields. In this pap...
In graph theory finding shortest paths from each node to all the others is a common problem, known a...
We present a novel algorithm to solve the nonnegative single-source shortest path problem on road ne...
In this paper, different parallel implementations of Bellman-Ford algorithm on GPU using OpenCL are ...
Large graphs involving millions of vertices are common in many practical applications and are challe...
We propose architecture for graph analysis to find out the single source shortest path to all other ...
Abstract—All-pairs shortest path problem(APSP) finds a large number of practical applications in rea...
AbstractWe describe a new shortest paths algorithm. Our algorithm achieves the same O(nm) worst-case...
Finding the shortest paths from a single source to all other vertices is a common problem in graph a...
Originally designed for computer graphics, the modern graphics processing unit (GPU) has now become ...
Till now serial computing has been used for performing all the tasks.But as the data for processing ...
The field of Computer network has evolved a lot since the last three decades from conventional stati...
Undeniably, autonomous vehicles have found its position within the vehicle industry. In the absence ...
Shortest paths problem is one of the most encountered graph problems, which is commonly solved as su...
Shortest path algorithms finds applications in large real world domains. All pair shortest path (APS...
Abstract—The Single-Source Shortest Path (SSSP) problem arises in many different fields. In this pap...
In graph theory finding shortest paths from each node to all the others is a common problem, known a...
We present a novel algorithm to solve the nonnegative single-source shortest path problem on road ne...
In this paper, different parallel implementations of Bellman-Ford algorithm on GPU using OpenCL are ...
Large graphs involving millions of vertices are common in many practical applications and are challe...
We propose architecture for graph analysis to find out the single source shortest path to all other ...
Abstract—All-pairs shortest path problem(APSP) finds a large number of practical applications in rea...
AbstractWe describe a new shortest paths algorithm. Our algorithm achieves the same O(nm) worst-case...
Finding the shortest paths from a single source to all other vertices is a common problem in graph a...
Originally designed for computer graphics, the modern graphics processing unit (GPU) has now become ...
Till now serial computing has been used for performing all the tasks.But as the data for processing ...
The field of Computer network has evolved a lot since the last three decades from conventional stati...
Undeniably, autonomous vehicles have found its position within the vehicle industry. In the absence ...
Shortest paths problem is one of the most encountered graph problems, which is commonly solved as su...
Shortest path algorithms finds applications in large real world domains. All pair shortest path (APS...
Abstract—The Single-Source Shortest Path (SSSP) problem arises in many different fields. In this pap...
In graph theory finding shortest paths from each node to all the others is a common problem, known a...
We present a novel algorithm to solve the nonnegative single-source shortest path problem on road ne...