Thesis-2004-Milward.pdf (2.87 MB)
Download fileInvestigations into hardware-based parallel lossless data compression systems
thesis
posted on 2018-07-02, 10:21 authored by Mark J. MilwardThe current increases in silicon logic densities have made feasible the implementation
of multiprocessor systems onto a single chip able to meet the intensive data
processing demands of highly concurrent systems. This thesis describes research into
a hardware implementation of a high performance parallel multi compressor chip. In
order to fully explore the design space, several models are created at various levels of
abstraction to capture the full characteristics of the architecture. A detailed
investigation into the performances of alternative input and output routing strategies
for realistic data sets demonstrate that the design of parallel compression devices
involves important trade-offs that affect compression performance, latency, and
throughput. The most promising approach is written in a hardware description
language and synthesised for FPGA hardware as proof of concept. It is shown that a
multi compressor architecture can be a scalable solution with the ability to operate at
throughputs to cope with the demands of modern high-bandwidth applications whilst
retaining good compression performance.
History
School
- Mechanical, Electrical and Manufacturing Engineering
Publisher
© Mark John MilwardPublisher statement
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/Publication date
2004Notes
A Doctoral Thesis. Submitted in partial fulfilment of the requirements for the award of Doctor of Philosophy at Loughborough University.Language
- en