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

1.0 INTRODUCTION

1.1 BACKGROUND OF THE STUDY

1.2 STATEMENT OF THE PROBLEM

1.3 PURPOSE OF THE STUDY

1.4 SIGNIFICANCE OF STUDY

1.4 AIMS AND OBJECTIVES

1.5 SCOPE OF STUDY

1.6 LIMITATIONS OF STUDY

1.7 ASSUMPTIONS

1.8 DEFINITION OF TERMS

CHAPTER TWO

2.0 LITERATURE REVIEW

CHAPTER THREE

3.1 DESCRIPTION AND ANALYSIS OF EXISTING SYSTEM

3.2 FACT FINDING METHOD USED

3.3 OBJECTIVES OF EXISTING SYSTEM

3.4 ORGANIZATION STRUCTURE

3.5 INPUT ANALYSIS

3.6 OUTPUT ANALYSIS

3.7 PROCESS ANALYSIS

3.8 INFORMATION FLOW DIAGRAMS

3.9 PROBLEMS OF THE EXISTING SYSTEM

3.10 JUSTIFICATION OF THE NEW SYSTEM

CHAPTER FOUR

4.1 DESIGN OF THE NEW SYSTEM

4.2 INPUT SPECIFICATION AND DESIGN

4.3 FILE DESIGN

4.4 OUTPUT SPECIFICATION

4.5 PROCEDURE CHART

4.6 SYSTEM FLOW CHART

4.7 SYSTEM REQUIREMENTS

5.1 IMPLEMENTATION OF THE NEW SYSTEM

5.2 PROGRAM DESIGN

5.3 PROGRAM FLOWCHART

5.4 PSEUDO CODE

5.5 SOURCE PROGRAM

5.6 TEST DATA

5.7 SAMPLE REPORT

5.8 PROCEDURE FOR SYSTEM CONVERSION

6.0 DOCUMENTATION

6.1 SYSTEM DOCUMENTATION

6.2 PROGRAM DOCUMENTATION

6.3 USER DOCUMENTATION

CHAPTER FIVE

7.0 SUMMARY, CONCLUSION AND RECOMMENDATION

7.1 SUMMARY

7.2 CONCLUSION

7.3 RECOMMENDATION

REFERENCE

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APA

LB3KrQR5c0006fde3c696.03592209, X. (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://beta.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

LB3KrQR5c0006fde3c696.03592209, XuZJAx35c0006fde31d75.71658929 "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://beta.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 24 Apr. 2025.

MLA7

LB3KrQR5c0006fde3c696.03592209, XuZJAx35c0006fde31d75.71658929 . "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. 24 Apr. 2025. < https://beta.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

LB3KrQR5c0006fde3c696.03592209, XuZJAx35c0006fde31d75.71658929 . "DESIGN AND IMPLEMENTATION OF PARALLEL PROCESSING IMPLEMENTATION OF THE MANDELBROT SET ON GPU FOR ONLINE PAYMENT (CASE STUDY OF IMT ENUGU)" Afribary (2018). Accessed April 24, 2025. https://beta.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

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

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