Exploiting the Presence of Abundant Zero Data to Improve NVM Lifespan

The emerging Non-volatile Memories are expected to play a big role in building large scale and energy-efficient memory systems in the future, owing to their excellent scalability and low leakage power consumption. Downsides like Low endurance, high write-energy and slow writes, however thwart their adoption as future memory options. In this paper, we propose a compression technique called ZeCom that mitigates the low endurance issue of non-volatile memories by effectively compressing the incoming blocks to NVM-based main memory by removing the zero words present within the block. While ZeCom lowers bit-flips in memory by reducing the amount of data written in memory, we apply Flip-N-Write (FNW) encoding technique on the compressed block in an adaptive manner (termed adFNW) to further reduce bit-flips and improve endurance of memory at minimal storage overhead. The combined approach ZeCom+adFNW reduces bit-flips considerably and leads to significant improvement in memory lifetime.

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Publication Details

Published
2025-04-23
DOI
https://doi.org/10.1109/isqed65160.2025.11014352
Citations
1
Primary Topic
Non-Destructive Testing Techniques
Type
article
Field-Weighted Citation Impact
0.71
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article

Exploiting the Presence of Abundant Zero Data to Improve NVM Lifespan

Arijit Nath, Harsh Raj
1 citations
Non-Destructive Testing Techniques
0.71
article

Exploiting the Presence of Abundant Zero Data to Improve NVM Lifespan

Arijit Nath, Harsh Raj
article en
1 citations

Abstract

The emerging Non-volatile Memories are expected to play a big role in building large scale and energy-efficient memory systems in the future, owing to their excellent scalability and low leakage power consumption. Downsides like Low endurance, high write-energy and slow writes, however thwart their adoption as future memory options. In this paper, we propose a compression technique called ZeCom that mitigates the low endurance issue of non-volatile memories by effectively compressing the incoming blocks to NVM-based main memory by removing the zero words present within the block. While ZeCom lowers bit-flips in memory by reducing the amount of data written in memory, we apply Flip-N-Write (FNW) encoding technique on the compressed block in an adaptive manner (termed adFNW) to further reduce bit-flips and improve endurance of memory at minimal storage overhead. The combined approach ZeCom+adFNW reduces bit-flips considerably and leads to significant improvement in memory lifetime.

Indian Institute of Technology Guwahati (IN), Indian Institute of Information Technology Guwahati (IN)
Openalex Percentile: Top 32%
Non-Destructive Testing Techniques
0.71
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