Title :
A Metadata Update Strategy for Large Directories in Wide-Area File Systems
Author :
Guoliang Liu ; Zhenjun Liu ; Liuying Ma ; Shuai Zhang ; Jing Huang ; Xiuguo Bao
Author_Institution :
Inst. of Comput. Technol., Beijing, China
Abstract :
In the era of Big Data, one single directory can contain tens of thousands or even millions of files. Directory update methods employed by traditional POSIX-compliant file systems do not adapt well to wide-area network and could lead to large amount of unnecessary bandwidth consumption due to their full cache invalidation approaches. In traditional file systems, if there is a small fraction of changes in a directory (e.g. Renaming a file), the whole cache of the directory metadata must be discarded and a new copy will be obtained from server, resulting in poor performance in low bandwidth environment. In this paper, we propose a directory metadata update strategy, which partitions metadata into blocks, and only transfers modified block(s) over the network to reduce transmission time. We implement a proof-of-concept prototype using the FUSE user space file system to verify the effectiveness of our approach. Results show that for a directory with directory entries size of 5MB, update time for small changes in a directory can be roughly reduced by a factor of 20.
Keywords :
Big Data; cache storage; meta data; Big Data; FUSE user space file system; POSIX-compliant file systems; bandwidth consumption; bandwidth environment; cache; directory metadata update strategy; file renaming; large directories; metadata partitioning; modified block; transmission time reduction; wide-area file systems; Bandwidth; File systems; Fingerprint recognition; Fuses; Kernel; Prototypes; Servers; FUSE; caching; deduplication; large directory; metadata;
Conference_Titel :
High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS), 2014 IEEE Intl Conf on
Print_ISBN :
978-1-4799-6122-1
DOI :
10.1109/HPCC.2014.67