Output details
11 - Computer Science and Informatics
University of St Andrews
Article title
Milepost GCC : Machine Learning Enabled Self-tuning Compiler
Type
D - Journal article
Title of journal
International Journal of Parallel Programming
Article number
-
Volume number
39
Issue number
3
First page of article
296
ISSN of journal
0885-7458
Year of publication
2011
Number of additional authors
16
Additional information
<08>This is a journal (peer reviewed) version of a highly cited non-peer reviewed paper at the GCC Summit. The Milepost machine learning-enabled compiler is presented both as a production tool and a research environment. The tool has gone on to be used in industry in IBM (contact: Dr. Bilha Mendelson, Senior Manger of Code Optimization, IBM Haifa), and has been the basis of numerous research projects based around statistical analysis of programs to drive optimisation. The work lays the foundations for current research into collaborative compilation and big data sharing in statistically optimising compilers (cTuning).
Interdisciplinary
-
Cross-referral requested
-
Research group
E - Programming languages
Citation count
15
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
