An Empirical Roofline Model for Extreme-Scale I/O Workload Analysis

Z Zhu, N Bartelheimer… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Since the performance of an application in modern HPC and supercomputing systems is not
only limited by computations and memory accesses, new techniques are needed to …

Fast Online Reconstruction for SSD-Based RAID-5 Storage Systems

H Lin, J Luo, J Li, Z Sha, Z Cai, Y Shi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
NAND based solid state drives (SSDs) are almost ubiquitously used in safety-critical
systems, and recent advances have demonstrated RAID implementations that built on the …

Characterization of Large-scale HPC Workloads with non-naïve I/O Roofline Modeling and Scoring

Z Zhu, S Neuwirth - 2023 IEEE 29th International Conference …, 2023 - ieeexplore.ieee.org
This paper introduces a novel approach to characterize system and application performance
in high performance computing (HPC) systems. Traditional metrics such as computations …