Locally Decodable Codes From Nice Subsets of Finite Fields and Prime Factors of Mersenne Numbers

K. Kedlaya, S. Yekhanin
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引用次数: 30

Abstract

A k-query Locally Decodable Code (LDC) encodes an n-bit message x as an N-bit codeword C(x), such that one can probabilistically recover any bit Xi of the message by querying only k bits of the codeword C(x), even after some constant fraction of codeword bits has been corrupted. The major goal of LDC related research is to establish the optimal trade-off between length and query complexity of such codes. Recently upper bounds for the length of LDCs were vastly improved via constructions that rely on existence of certain special (nice) subsets of finite fields. In this work we extend the constructions of LDCs from nice subsets. We argue that further progress on upper bounds for LDCs via these methods is tied to progress on an old number theory question regarding the size of the largest prime factors of Mersenne numbers. Specifically, we show that every Mersenne number m = 2t-1 that has a prime factor p > mUpsi yields a family of k(Upsi)-query locally decodable codes of length exp (nepsi) . Conversely, if for some fixed k and all epsi > 0 one can use the nice subsets technique to obtain a family of k-query LDCs of length exp (nepsi); then infinitely many Mersenne numbers have prime factors larger than known currently.
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有限域的良好子集和梅森数的素因子的局部可译码
LDC相关研究的主要目标是在此类代码的长度和查询复杂度之间建立最佳权衡。最近,通过依赖于有限域的某些特殊子集的存在的构造,最不发达国家长度的上界得到了极大的改进。在这项工作中,我们从良好的子集扩展了最不发达国家的构造。我们认为,通过这些方法在最不发达国家上界方面的进一步进展与一个关于梅森数最大素数因子大小的旧数论问题的进展有关。具体地说,我们证明了每一个素数m = 2t-1,其质因数p > mUpsi产生一个k(Upsi)-查询长度为exp (nepsi)的局部可解码码族。相反,如果对于某些固定k且所有epsi > 0,则可以使用良好子集技术获得长度为exp (nepsi)的k-查询ldc族;那么无限多的梅森数有比目前已知的更大的质因数。
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