DocumentCode
3428435
Title
Compiler-directed file layout optimization for hierarchical storage systems
Author
Wei Ding ; Yuanrui Zhang ; Kandemir, Mahmut ; Seung Woo Son
fYear
2012
fDate
10-16 Nov. 2012
Firstpage
1
Lastpage
11
Abstract
File layout of array data is a critical factor that effects the behavior of storage caches, and has so far taken not much attention in the context of hierarchical storage systems. The main contribution of this paper is a compiler-driven file layout optimization scheme for hierarchical storage caches. This approach, fully automated within an optimizing compiler, analyzes a multi-threaded application code and determines a file layout for each disk-resident array referenced by the code, such that the performance of the target storage cache hierarchy is maximized. We tested our approach using 16 I/O intensive application programs and compared its performance against two previously proposed approaches under different cache space management schemes. Our experimental results show that the proposed approach improves the execution time of these parallel applications by 23.7% on average.
Keywords
cache storage; multi-threading; optimisation; program compilers; I/O intensive application programs; array data; compiler directed file layout optimization; disk resident array; hierarchical storage systems; multithreaded application code; storage cache; Arrays; Cache storage; Instruction sets; Layout; Optimization; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing, Networking, Storage and Analysis (SC), 2012 International Conference for
Conference_Location
Salt Lake City, UT
ISSN
2167-4329
Print_ISBN
978-1-4673-0805-2
Type
conf
DOI
10.1109/SC.2012.35
Filename
6468469
Link To Document