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Table 6 List and comparison of related works and the proposed scheme

From: Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis

Paper

Target

Unit

New app prediction

Add’l Data

App

[2]

I/O configuration

App

X

X

Benchmark

[37]

I/O time

I/O req

X

O

Benchmark

[28]

I/O performance

I/O req

X

O

Benchmark

[43]

Performance

App

X

O

ML apps

Proposed

I/O performance

App

O

X

All apps