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 …
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 …
CALCioM: Mitigating I/O interference in HPC systems through cross-application coordination
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 …
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 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 …
On the root causes of cross-application I/O interference in HPC storage systems
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 …
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 …
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
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 …
the performance of their I/O subsystem has motivated many I/O optimizations including …
Server-side I/O coordination for parallel file systems
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 …
mask the ever-increasing gap between disk data access speed and CPU computing power …
I/O-aware batch scheduling for petascale computing systems
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 …
requirement is increasing. I/O congestion caused by concurrent storage accesses from …
Leveraging burst buffer coordination to prevent I/O interference
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 …
severe performance degradation caused by I/O contention. In this study, we identify some …