AI-Powered SSD Firmware: Optimizing Write Amplification and Performance in Cloud Data Centers

Authors

  • MADHUKIRAN VADDI

Keywords:

Write Amplification Optimization, AI-Enhanced SSD Firmware, Neural Processing Unit Storage, Intelligent Data Placement, Adaptive Wear Leveling Algorithms

Abstract

TLC and QLC NAND flash memory SSDs have emerged as key elements in cloud and AI data centers,
providing enormous capacity and cost benefits. These high-density storage solutions are threatened with
serious challenges from

References

S. Krishnan et al., "NAND flash innovation in the AI Era," ResearchGate

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Published

2025-11-19

How to Cite

MADHUKIRAN VADDI. (2025). AI-Powered SSD Firmware: Optimizing Write Amplification and Performance in Cloud Data Centers . Journal of Computational Analysis and Applications (JoCAAA), 34(11), 500–510. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4168

Issue

Vol. 34 No. 11 (2025): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.