English

Beyond RAID 6 --- an Efficient Systematic Code Protecting Against Multiple Errors, Erasures, and Silent Data Corruption

Information Theory 2018-07-09 v2 Distributed, Parallel, and Cluster Computing math.IT

Abstract

We describe a replacement for RAID 6, based on a new linear, systematic code, which detects and corrects any combination of EE errors (unknown location) and ZZ erasures (known location) provided that Z+2E4Z+2E \leq 4. We investigate some scenarios for error correction beyond the code's minimum distance, using list decoding. We describe a decoding algorithm with quasi-logarithmic time complexity, when parallel processing is used: O(logN)\approx O(\log N) where NN is the number of disks in the array (similar to RAID 6). By comparison, the error correcting code implemented by RAID 6 allows error detection and correction only when (E,Z)=(1,0)(E,Z)=(1,0), (0,1)(0,1), or (0,2)(0,2). Hence, when in degraded mode (i.e., when Z1Z \geq 1), RAID 6 loses its ability for detecting and correcting random errors (i.e., E=0E=0), leading to data loss known as silent data corruption. In contrast, the proposed code does not experience silent data corruption unless Z3Z \geq 3. The aforementioned properties of our code, the relative simplicity of implementation, vastly improved data protection, and low computational complexity of the decoding algorithm, make our code a natural successor to RAID 6. As this code is based on the use of quintuple parity, this justifies the name PentaRAID for the RAID technology implementing the ideas of the current paper.

Keywords

Cite

@article{arxiv.1806.08266,
  title  = {Beyond RAID 6 --- an Efficient Systematic Code Protecting Against Multiple Errors, Erasures, and Silent Data Corruption},
  author = {Mohamad Moussa and Marek Rychlik},
  journal= {arXiv preprint arXiv:1806.08266},
  year   = {2018}
}

Comments

51 pages, Intellectual Property

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