Output details
11 - Computer Science and Informatics
University of Edinburgh
Article title
An Empirical Architecture-Centric Approach to Microarchitectural Design Space Exploration
Type
D - Journal article
Title of journal
IEEE Transactions on Computers
Article number
-
Volume number
60
Issue number
10
First page of article
1445
ISSN of journal
0018-9340
Year of publication
2011
Number of additional authors
2
Additional information
<02>Originality: This work presents a novel machine-learning model that can be used to speed up the design process of new microprocessors.
Significance: When developing new microprocessors, designers have to run thousands of benchmarks in order to assess the performance characteristics of their design. This process might take days or even weeks to complete as thousands of detailed simulations need to be run. The techniques presented in this work can reduce by an order of magnitude the time required to run these simulations.
Rigour: Based on experimental results from the state-of-the-art (at the time) simulator used both in academia and industry.
Interdisciplinary
-
Cross-referral requested
-
Research group
C - Institute for Computing Systems Architecture
Citation count
0
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
