[HTML][HTML] Toward exascale resilience: 2014 update
F Cappello, G Al, W Gropp, S Kale, B Kramer… - … and Innovations: an …, 2014 - dl.acm.org
Resilience 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 …
systems will typically gather millions of CPU cores running up to a billion threads …
Leveraging 3D PCRAM technologies to reduce checkpoint overhead for future exascale systems
X Dong, N Muralimanohar, N Jouppi… - Proceedings of the …, 2009 - dl.acm.org
The scalability of future massively parallel processing (MPP) systems is challenged by high
failure rates. Current hard disk drive (HDD) checkpointing results in overhead of 25% or …
failure rates. Current hard disk drive (HDD) checkpointing results in overhead of 25% or …
A scalable double in-memory checkpoint and restart scheme towards exascale
As the size of supercomputers increases, the probability of system failure grows
substantially, posing an increasingly significant challenge for scalability. It is important to …
substantially, posing an increasingly significant challenge for scalability. It is important to …
Containment domains: A scalable, efficient and flexible resilience scheme for exascale systems
This paper describes and evaluates a scalable and efficient resilience scheme based on the
concept of containment domains. Containment domains are a programming construct that …
concept of containment domains. Containment domains are a programming construct that …
[PDF][PDF] Ensemble of Bayesian predictors and decision trees for proactive failure management in cloud computing systems.
In modern cloud computing systems, hundreds and even thousands of cloud servers are
interconnected by multi-layer networks. In such large-scale and complex systems, failures …
interconnected by multi-layer networks. In such large-scale and complex systems, failures …
Hybrid checkpointing using emerging nonvolatile memories for future exascale systems
The scalability of future Massively Parallel Processing (MPP) systems is being severely
challenged by high failure rates. Current centralized Hard Disk Drive (HDD) checkpointing …
challenged by high failure rates. Current centralized Hard Disk Drive (HDD) checkpointing …
On the viability of compression for reducing the overheads of checkpoint/restart-based fault tolerance
The increasing size and complexity of high performance computing (HPC) systems have led
to major concerns over fault frequencies and the mechanisms necessary to tolerate these …
to major concerns over fault frequencies and the mechanisms necessary to tolerate these …
Proactive failure management by integrated unsupervised and semi-supervised learning for dependable cloud systems
Cloud computing systems continue to grow in their scale and complexity. They are changing
dynamically as well due to the addition and removal of system components, changing …
dynamically as well due to the addition and removal of system components, changing …
libhashckpt: hash-based incremental checkpointing using gpu's
Concern is beginning to grow in the high-performance computing (HPC) community
regarding the reliability guarantees of future large-scale systems. Disk-based coordinated …
regarding the reliability guarantees of future large-scale systems. Disk-based coordinated …
Software approaches for resilience of high performance computing systems: a survey
With the scaling up of high-performance computing systems in recent years, their reliability
has been descending continuously. Therefore, system resilience has been regarded as one …
has been descending continuously. Therefore, system resilience has been regarded as one …