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A checkpoint of research on parallel i/o for high-performance computing
We present a comprehensive survey on parallel I/O in the high-performance computing
(HPC) context. This is an important field for HPC because of the historic gap between …
(HPC) context. This is an important field for HPC because of the historic gap between …
I/o characterization and performance evaluation of beegfs for deep learning
Parallel File Systems (PFSs) are frequently deployed on leadership High Performance
Computing (HPC) systems to ensure efficient I/O, persistent storage and scalable …
Computing (HPC) systems to ensure efficient I/O, persistent storage and scalable …
Scheduling the I/O of HPC applications under congestion
A significant percentage of the computing capacity of large-scale platforms is wasted
because of interferences incurred by multiple applications that access a shared parallel file …
because of interferences incurred by multiple applications that access a shared parallel file …
Revisiting I/O behavior in large-scale storage systems: The expected and the unexpected
Large-scale applications typically spend a large fraction of their execution time performing
I/O to a parallel storage system. However, with rapid progress in compute and storage …
I/O to a parallel storage system. However, with rapid progress in compute and storage …
End-to-end I/O monitoring on leading supercomputers
This paper offers a solution to overcome the complexities of production system I/O
performance monitoring. We present Beacon, an end-to-end I/O resource monitoring and …
performance monitoring. We present Beacon, an end-to-end I/O resource monitoring and …
Starship: Mitigating i/o bottlenecks in serverless computing for scientific workflows
R Basu Roy, D Tiwari - Proceedings of the ACM on Measurement and …, 2024 - dl.acm.org
This work highlights the significance of I/O bottlenecks that data-intensive HPC workflows
face in serverless environments-an issue that has been largely overlooked by prior works …
face in serverless environments-an issue that has been largely overlooked by prior works …
A year in the life of a parallel file system
I/O performance is a critical aspect of data-intensive scientific computing. We seek to
advance the state of the practice in understanding and diagnosing I/O performance issues …
advance the state of the practice in understanding and diagnosing I/O performance issues …
Access patterns and performance behaviors of multi-layer supercomputer i/o subsystems under production load
Scientific computing workloads at HPC facilities have been shifting from traditional
numerical simulations to AI/ML applications for training and inference while processing and …
numerical simulations to AI/ML applications for training and inference while processing and …
ElastiSim: a batch-system simulator for malleable workloads
As high-performance computing infrastructures move towards exascale, the role of resource
and job management systems is more critical now than ever. Simulating batch systems to …
and job management systems is more critical now than ever. Simulating batch systems to …
Ad hoc file systems for high-performance computing
Storage backends of parallel compute clusters are still based mostly on magnetic disks,
while newer and faster storage technologies such as flash-based SSDs or non-volatile …
while newer and faster storage technologies such as flash-based SSDs or non-volatile …