DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU)

ABSTRACT
Current GPUs  have  many times the memory bandwidth and  computing power compared to CPUs.   The  difference in  performance is getting bigger as  the evolution speed  of the GPUs  is higher than of the CPUs. This  make it interesting to use  the GPU  for general purpose computing (GPGPU). I begin  by looking  at the architecture of the GPU,  and  some different techniques for  programming on  a  GPU,  including some  of the available high-  level  languages.  I have implemented the Mandelbrot computation on a cluster of GPUs (the HPDC  display wall),  and compared it against two different CPU  implementations on the cluster. I have  also  implemented the Mandelbrot computation in both Cg and  Brook, and  compared the performance of the two languages. My experimental study shows  that the GPU  implementation of the Mandelbrot application is up to twice as fast as the load- balanced CPU  implementation on the cluster of 28 computers, and  up to 6 times faster on one computer

TABLE OF CONTENTS
TITLE PAGE
CERTIFICATION
DEDICATION
ACKNOWLEDGEMENT
ABSTRACT
TABLE OF CONTENTS

CHAPTER ONE
1.0INTRODUCTION
1.1BACKGROUND OF THE STUDY
1.2STATEMENT OF THE PROBLEM
1.3PURPOSE OF THE STUDY
1.4SIGNIFICANCE OF STUDY
1.4AIMS AND OBJECTIVES
1.5SCOPE OF STUDY
1.6LIMITATIONS OF STUDY
1.7ASSUMPTIONS
1.8DEFINITION OF TERMS

CHAPTER TWO
2.0LITERATURE REVIEW

CHAPTER THREE
3.1DESCRIPTION AND ANALYSIS OF EXISTING SYSTEM
3.2FACT FINDING METHOD USED
3.3OBJECTIVES OF EXISTING SYSTEM
3.4ORGANIZATION STRUCTURE
3.5INPUT ANALYSIS
3.6OUTPUT ANALYSIS
3.7PROCESS ANALYSIS
3.8INFORMATION FLOW DIAGRAMS
3.9PROBLEMS OF THE EXISTING SYSTEM
3.10JUSTIFICATION OF THE NEW SYSTEM

CHAPTER FOUR
4.1DESIGN OF THE NEW SYSTEM
4.2INPUT SPECIFICATION AND DESIGN
4.3FILE DESIGN
4.4OUTPUT SPECIFICATION
4.5PROCEDURE CHART
4.6SYSTEM FLOW CHART
4.7SYSTEM REQUIREMENTS
5.1IMPLEMENTATION OF THE NEW SYSTEM
5.2PROGRAM DESIGN
5.3PROGRAM FLOWCHART
5.4PSEUDO CODE
5.5SOURCE PROGRAM
5.6TEST DATA
5.7SAMPLE REPORT
5.8PROCEDURE FOR SYSTEM CONVERSION
6.0DOCUMENTATION
6.1SYSTEM DOCUMENTATION
6.2PROGRAM DOCUMENTATION
6.3USER DOCUMENTATION

CHAPTER FIVE
7.0SUMMARY, CONCLUSION AND RECOMMENDATION
7.1SUMMARY
7.2CONCLUSION
7.3RECOMMENDATION
REFERENCE

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APA

Possibility, A. (2018). DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU). Afribary. Retrieved from https://afribary.com/works/design-and-implementation-of-parallel-processing-implementation-of-the-mandelbrot-set-on-gpu-for-online-payment-case-study-of-imt-enugu-3895

MLA 8th

Possibility, Aka "DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU)" Afribary. Afribary, 29 Jan. 2018, https://afribary.com/works/design-and-implementation-of-parallel-processing-implementation-of-the-mandelbrot-set-on-gpu-for-online-payment-case-study-of-imt-enugu-3895. Accessed 20 May. 2024.

MLA7

Possibility, Aka . "DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU)". Afribary, Afribary, 29 Jan. 2018. Web. 20 May. 2024. < https://afribary.com/works/design-and-implementation-of-parallel-processing-implementation-of-the-mandelbrot-set-on-gpu-for-online-payment-case-study-of-imt-enugu-3895 >.

Chicago

Possibility, Aka . "DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU)" Afribary (2018). Accessed May 20, 2024. https://afribary.com/works/design-and-implementation-of-parallel-processing-implementation-of-the-mandelbrot-set-on-gpu-for-online-payment-case-study-of-imt-enugu-3895

Document Details
Field: Computer Science Type: Project 62 PAGES (6694 WORDS) (rtf)