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I/o access patterns in hpc applications: A 360-degree survey
The high-performance computing I/O stack has been complex due to multiple software
layers, the inter-dependencies among these layers, and the different performance tuning …
layers, the inter-dependencies among these layers, and the different performance tuning …
Parallel i/o evaluation techniques and emerging hpc workloads: A perspective
Emerging workloads such as artificial intelligence, big data analytics and complex multi-step
workflows alongside future exascale applications are anticipated future HPC workloads …
workflows alongside future exascale applications are anticipated future HPC workloads …
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 …
Understanding hpc application i/o behavior using system level statistics
AK Paul, O Faaland, A Moody… - 2020 IEEE 27th …, 2020 - ieeexplore.ieee.org
The processor performance of high performance computing (HPC) systems is increasing at
a much higher rate than storage performance. This imbalance leads to I/O performance …
a much higher rate than storage performance. This imbalance leads to I/O performance …
[PDF][PDF] Iominer: Large-scale analytics framework for gaining knowledge from i/o logs
Modern HPC systems are collecting large amounts of I/O performance data. The massive
volume and heterogeneity of this data, however, have made timely performance of in-depth …
volume and heterogeneity of this data, however, have made timely performance of in-depth …
An integrated indexing and search service for distributed file systems
Data services such as search, discovery, and management in scalable distributed
environments have traditionally been decoupled from the underlying file systems, and are …
environments have traditionally been decoupled from the underlying file systems, and are …
Tagit: an integrated indexing and search service for file systems
Data services such as search, discovery, and management in scalable distributed
environments have traditionally been decoupled from the underlying file systems, and are …
environments have traditionally been decoupled from the underlying file systems, and are …
Full lifecycle data analysis on a large-scale and leadership supercomputer: what can we learn from it?
The system architecture of contemporary supercomputers is growing increasingly intricate
with the ongoing evolution of system-wide network and storage technologies, making it …
with the ongoing evolution of system-wide network and storage technologies, making it …
Comprehensive measurement and analysis of the user-perceived i/o performance in a production leadership-class storage system
With the increase of the scale and intensity of the parallel I/O workloads generated by those
scientific applications running on high performance computing facilities, understanding the …
scientific applications running on high performance computing facilities, understanding the …