Name
Abstract | ||
|---|---|---|
For modern HPC systems, failures are treated as the norm instead of exceptions. To avoid rerunning applications from scratch, checkpoint/restart techniques are employed to periodically checkpoint intermediate data to parallel file systems. To increase HPC checkpointing speed, distributed burst buffers (DBB) have been proposed to use node-local NVRAM to absorb the bursty checkpoint data. However, without proper coordination, DBB is prone to suffer from low resource utilization. To solve this problem, we propose an NVRAM-based burst buffer coordination system, named collaborative distributed burst buffer (CDBB). CDBB coordinates all the available burst buffers, based on their priorities and states, to help overburdened burst buffers and maximize resource utilization. We built a proof-of-concept prototype and tested CDBB at the Minnesota Supercomputing Institute. Compared with a traditional DBB system, CDBB can speed up checkpointing by up to 8.4x under medium and heavy workloads and only introduces negligible overhead. |
Year | Venue | Keywords |
|---|---|---|
2018 | Simulation Series | burst buffer,non-volatile memory,parallel file system,coordination system |
Field | DocType | Volume |
Supercomputer,Non-volatile random-access memory,Computer science,Non-volatile memory,Burst buffer,Operating system,Speedup | Conference | 50 |
Issue | ISSN | Citations |
4 | 0735-9276 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ziqi Fan | 1 | 22 | 3.12 |
| Fenggang Wu | 2 | 16 | 4.08 |
| Jim Diehl | 3 | 13 | 2.35 |
| David Hung-Chang Du | 4 | 634 | 74.40 |
| Doug Voigt | 5 | 11 | 3.25 |