What challenges the researchers are attempting to address
Course:- Term Paper
Reference No.:- EM13843312

Assignment Help
Expertsmind Rated 4.9 / 5 based on 47215 reviews.
Review Site
Assignment Help >> Term Paper

Research Thesis Review: Thesis: Parallel Lossless Data Compression on the GPU Author: Ritesh A Patel


Institution: Electrical and Computer Eng., University of California, Davis


In this homework assignments, students are asked to review and write a report on an academic research thesis related to parallel and GPU programming and Applications. This paper is a Master's thesis published at the University of California, Davis. The thesis may be downloaded from the link above.

Please read the thesis carefully and critically. After reading the thesis, please prepare a short report on the research - specifically its approach, performance, and future extensions. To guide you in developing your report, below, you may find questions which would be helpful to ask yourself while reading the thesis, and answer these questions based on what you learned from the paper.

1- Overview:

a. what is the background of the research, and problem the thesis is addressing?

b. Explain the pipeline (the stepwise processes involved with the problem the researchers are trying to solve) of the technique in question?

c. What challenges the researchers are attempting to address?

d. What's the contribution of this research?

2- Pipeline: a. Explain in your own words, your understanding of the whole process and its implementation in this thesis. b. Explain in your own words, the traditional approach for the said pipeline.

3- Results: a. Explain your understanding of the results obtained by the researchers in applying their implementation of the pipeline. b. Explain in your own words, the comparisons between the results of this work and those of the traditional techniques, as presented in the thesis. c. Draw your own conclusions on how this thesis compares with the traditional technique(s) from the literature; in particular, what's the strengths of this work and what may be its weaknesses compared with the traditional approaches.

4- Extensions: a. Draw your own conclusions on what needs to be done to improve and extend this work.


Verified Expert

Preview Container content

Back Ground and Overview:

Data compression is obviously one of the foremost concerns of people dealing with the data transmission. Data compression plays a vital role in the instances where large amount of data will be transferred. The objective of the process is to increase the effective data density by reducing the redundant data and by minimizing the data communication.

In the current instance GPU based data compression techniques are considered for data compression. Actually GPU based techniques are well suited for large-scale file processing requirements. The GPU benefits the performance of parallel compression through its memory hierarchy.

Anyhow the two main issues the thesis is trying to address are two, firstly the cost of computation is tried to get minimized and secondly through compression the cost of the data transmission is tried to get reduced. As well the time and subsequent cost of computation are considered to reduce during the process by compressed data transmission.

Put your comment

Ask Question & Get Answers from Experts
Browse some more (Term Paper) Materials
Critical Thinking: Pricing and Retail Strategy  dsescribe and evaluate a company's pricing and retail strategy. Include analysis of the current market situation and the compet
The purpose of the program or project and the target population or audience - select a program, quality improvement initiative, or other project from your place of employment
What is your opinion of genetic engineering, and genetic manipulation (such as cross breeding). How do you think these technologies will affect natural selection. Will it beco
Write a paper in which you:- State your position on the topic you selected- Identify three premises from the Procon.org website that support your position and explain why you
Is It Dangerous to Drive and Use Cell Phones? Follow the five (5) steps of persuasion: establishing credibility, acknowledging the audience’s position, constructing a rational
Submit an MLA formatted research bibliography (works cited page). - Bibliography MUST have five sources.- Observe properly formatted features such as indentation, alphabetical
If you profess to be "saved", then you will witness to 1 unbeliever and write a paper detailing the account.- Write a paper expounding on the topic "Why I am still not a Chri
You are a research scientist at a large software company and have been asked to provide current research (2 years or less) on one of the above listed programming languages typ