Argonne National Laboratory

Toward Exascale Resilience: 2014 Update

TitleToward Exascale Resilience: 2014 Update
Publication TypeJournal Article
Year of Publication2014
AuthorsCappello, F, Geist, A, Gropp, WD, Kale, S, Kramer, B, Snir, M
JournalSupercomputing Frontiers and Innovations
Other NumbersANL/MCS-P5147-0614
AbstractResilience is a major roadblock for HPC executions on future exascale systems. These systems will typically gather millions of CPU cores running up to a billion threads. Projections from current large systems and technology evolution predict errors will happen in exascale systems many times per day. These errors will propagate and generate various kinds of malfunctions, from simple process crashes to result corruptions. The past five years have seen extraordinary technical progress in many domains related to exascale resilience. Several technical options, initially considered inapplicable or unrealistic in the HPC context, have demonstrated surprising successes. Despite this progress, the exascale resilience problem is not solved, and the community is still facing the difficult challenge of ensuring that exascale applications complete and generate correct results while running on unstable systems. Since 2009, many workshops, studies, and reports have improved the definition of the resilience problem and provided refined recommendations. Some projections made during the previous decades and some priorities established from these projections need to be revised. This paper surveys what the community has learned in the past five years and summarizes the research problems still considered critical by the HPC community.