posted on 2005-08-01, 00:00authored byJohn Bent, Garth Gibson, Gary Grider, Ben McClelland, Paul Nowoczynski, James Nunez, Milo Polte, Meghan Wingate
Parallel applications running across thousands of processors
must protect themselves from inevitable system failures. Many
applications insulate themselves from failures by checkpointing. For many applications, checkpointing into a shared single file is most convenient. With such an approach, the size
of writes are often small and not aligned with file system
boundaries. Unfortunately for these applications, this preferred data layout results in pathologically poor performance
from the underlying file system which is optimized for large,
aligned writes to non-shared files. To address this fundamental mismatch, we have developed a virtual parallel log
structured file system, PLFS. PLFS remaps an application’s
preferred data layout into one which is optimized for the underlying file system. Through testing on PanFS, Lustre, and
GPFS, we have seen that this layer of indirection and reorganization can reduce checkpoint time by an order of magnitude for several important benchmarks and real applications
without any application modification.