Name
Title | ||
|---|---|---|
Using Cloud Constructs and Predictive Analysis to Enable Pre-Failure Process Migration in HPC Systems |
Abstract | ||
|---|---|---|
Accurate failure prediction in conjunction with efficient process migration facilities including some Cloud constructs can enable failure avoidance in large-scale high performance computing (HPC) platforms. In this work we demonstrate a prototype system that incorporates our probabilistic failure prediction system with virtualization mechanisms and techniques to provide a whole system approach to failure avoidance. This work utilizes a failure scenario based on a real-world HPC case study. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/CCGRID.2010.31 | Cluster, Cloud and Grid Computing |
Keywords | Field | DocType |
failure scenario,failure avoidance,hpc systems,enable pre-failure process migration,probabilistic failure prediction system,prototype system,whole system approach,efficient process migration facility,large-scale high performance computing,cloud constructs,accurate failure prediction,real-world hpc case study,cloud construct,predictive analysis,grid computing,fault tolerance,fault tolerant,hpc,meteorology,investments,process control,process migration,application software,high performance computing,prototypes,migration,virtualization,cloud computing | Virtualization,Grid computing,Supercomputer,Computer science,Process migration,Real-time computing,Fault tolerance,Process control,Probabilistic logic,Distributed computing,Cloud computing | Conference |
ISBN | Citations | PageRank |
978-1-4244-6987-1 | 1 | 0.38 |
References | Authors | |
12 | 9 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| James Brandt | 1 | 1 | 0.38 |
| Frank Chen | 2 | 1 | 0.38 |
| Vincent De Sapio | 3 | 55 | 6.78 |
| Ann C. Gentile | 4 | 37 | 7.91 |
| Jackson Mayo | 5 | 43 | 7.97 |
| Philippe P. Pébay | 6 | 273 | 27.36 |
| Diana Roe | 7 | 134 | 8.01 |
| David C. Thompson | 8 | 308 | 18.14 |
| Matthew Wong | 9 | 1 | 0.38 |