I/o access patterns in hpc applications: A 360-degree survey

JL Bez, S Byna, S Ibrahim - ACM Computing Surveys, 2023 - dl.acm.org
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 …

A checkpoint of research on parallel i/o for high-performance computing

FZ Boito, EC Inacio, JL Bez, POA Navaux… - ACM Computing …, 2018 - dl.acm.org
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 …

CALCioM: Mitigating I/O interference in HPC systems through cross-application coordination

M Dorier, G Antoniu, R Ross, D Kimpe… - 2014 IEEE 28th …, 2014 - ieeexplore.ieee.org
Unmatched computation and storage performance in new HPC systems have led to a
plethora of I/O optimizations ranging from application-side collective I/O to network and disk …

Scheduling the I/O of HPC applications under congestion

A Gainaru, G Aupy, A Benoit, F Cappello… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
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 …

On the root causes of cross-application I/O interference in HPC storage systems

O Yildiz, M Dorier, S Ibrahim, R Ross… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
As we move toward the exascale era, performance variability in HPC systems remains a
challenge. I/O interference, a major cause of this variability, is becoming more important …

Server-side log data analytics for I/O workload characterization and coordination on large shared storage systems

Y Liu, R Gunasekaran, X Ma… - SC'16: Proceedings of …, 2016 - ieeexplore.ieee.org
Inter-application I/O contention and performance interference have been recognized as
severe problems. In this work, we demonstrate, through measurement from Titan (world's …

Omnisc'io: a grammar-based approach to spatial and temporal i/o patterns prediction

M Dorier, S Ibrahim, G Antoniu… - SC'14: Proceedings of …, 2014 - ieeexplore.ieee.org
The increasing gap between the computation performance of post-petascale machines and
the performance of their I/O subsystem has motivated many I/O optimizations including …

Server-side I/O coordination for parallel file systems

H Song, Y Yin, XH Sun, R Thakur, S Lang - Proceedings of 2011 …, 2011 - dl.acm.org
Parallel file systems have become a common component of modern high-end computers to
mask the ever-increasing gap between disk data access speed and CPU computing power …

I/O-aware batch scheduling for petascale computing systems

Z Zhou, X Yang, D Zhao, P Rich, W Tang… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
In the Big Data era, the gap between the storage performance and an application's I/O
requirement is increasing. I/O congestion caused by concurrent storage accesses from …

Leveraging burst buffer coordination to prevent I/O interference

A Kougkas, M Dorier, R Latham… - 2016 IEEE 12th …, 2016 - ieeexplore.ieee.org
Concurrent accesses to the shared storage resources in current HPC machines lead to
severe performance degradation caused by I/O contention. In this study, we identify some …