1 INTRODUCTION

2 ML DATA: DATA FORMATS, MODALITIES AND COMMON PHASES

3 I/O BENCHMARKS AND PROFILING

4 ANALYSIS OF I/O ACCESS PATTERNS

5 I/O OPTIMIZATION TECHNIQUES

6 FUTURE RESEARCH DIRECTIONS OF I/O FOR ML

7 CONCLUSION