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A clustering termination procedure which is locally adaptive (with respect to the hierarchical tree of sets representative of the agglomerative merging) is proposed, for agglomerative hierarchical clustering on a set equipped with a…

机器学习 · 统计学 2022-12-02 Ashlin Richardson , Donald Leckie

In this article, we construct codes with hierarchical locality using natural geometric structures in Artin-Schreier surfaces of the form $y^p-y=f(x,z)$. Our main theorem describes the codes, their hierarchical structure and recovery…

数论 · 数学 2024-11-15 Jennifer Berg , Beth Malmskog , Mckenzie West

We introduce two new classes of covering codes in graphs for every positive integer $r$. These new codes are called local $r$-identifying and local $r$-locating-dominating codes and they are derived from $r$-identifying and…

离散数学 · 计算机科学 2026-04-08 Pyry Herva , Tero Laihonen , Tuomo Lehtilä

This paper studies bounds and constructions of locally repairable codes (LRCs) with multiple localities so-called multiple-locality LRCs (ML-LRCs). In the simplest case of two localities some code symbols of an ML-LRC have a certain…

信息论 · 计算机科学 2016-01-13 Alexander Zeh , Eitan Yaakobi

A code over a finite alphabet is called locally recoverable (LRC) if every symbol in the encoding is a function of a small number (at most $r$) other symbols. We present a family of LRC codes that attain the maximum possible value of the…

信息论 · 计算机科学 2014-07-14 Itzhak Tamo , Alexander Barg

SC-LDPC codes with sub-block locality can be decoded locally at the level of sub-blocks that are much smaller than the full code block, thus providing fast access to the coded information. The same code can also be decoded globally using…

信息论 · 计算机科学 2020-05-28 Homa Esfahanizadeh , Eshed Ram , Yuval Cassuto , Lara Dolecek

The problem of storing permutations in a distributed manner arises in several common scenarios, such as efficient updates of a large, encrypted, or compressed data set. This problem may be addressed in either a combinatorial or a coding…

信息论 · 计算机科学 2016-05-05 Netanel Raviv , Eitan Yaakobi , Muriel Medard

We consider linear cyclic codes with the locality property, or locally recoverable codes (LRC codes). A family of LRC codes that generalize the classical construction of Reed-Solomon codes was constructed in a recent paper by I. Tamo and A.…

信息论 · 计算机科学 2017-02-10 Itzhak Tamo , Alexander Barg , Sreechakra Goparaju , Robert Calderbank

In this paper, we explore a connection between binary hierarchical models, their marginal polytopes and codeword polytopes, the convex hulls of linear codes. The class of linear codes that are realizable by hierarchical models is…

统计理论 · 数学 2016-04-08 Thomas Kahle , Walter Wenzel , Nihat Ay

In this paper, locally repairable codes with all-symbol locality are studied. Methods to modify already existing codes are presented. Also, it is shown that with high probability, a random matrix with a few extra columns guaranteeing the…

信息论 · 计算机科学 2014-08-04 Toni Ernvall , Thomas Westerbäck , Camilla Hollanti

Codes with locality, also known as locally recoverable codes, allow for recovery of erasures using proper subsets of other coordinates. These subsets are typically of small cardinality to promote recovery using limited network traffic and…

信息论 · 计算机科学 2025-01-23 Kathryn Haymaker , Beth Malmskog , Gretchen L. Matthews

Random linear codes are a workhorse in coding theory, and are used to show the existence of codes with the best known or even near-optimal trade-offs in many noise models. However, they have little structure besides linearity, and are not…

计算复杂性 · 计算机科学 2024-07-11 Venkatesan Guruswami , Jonathan Mosheiff

We present new upper bounds on the parameters of batch codes with restricted query size. These bounds are an improvement on the Singleton bound. The techniques for derivations of these bounds are based on the ideas in the literature for…

信息论 · 计算机科学 2016-02-10 Hui Zhang , Vitaly Skachek

The question of what can be computed, and how efficiently, are at the core of computer science. Not surprisingly, in distributed systems and networking research, an equally fundamental question is what can be computed in a…

分布式、并行与集群计算 · 计算机科学 2016-04-01 Fabian Kuhn , Thomas Moscibroda , Roger Wattenhofer

In order to accommodate the ever-growing data from various, possibly independent, sources and the dynamic nature of data usage rates in practical applications, modern cloud data storage systems are required to be scalable, flexible, and…

信息论 · 计算机科学 2019-05-08 Siyi Yang , Ahmed Hareedy , Robert Calderbank , Lara Dolecek

A new class of space time codes with high performance is presented. The code design utilizes tailor-made permutation codes, which are known to have large minimal distances as spherical codes. A geometric connection between spherical and…

信息论 · 计算机科学 2007-07-13 Oliver Henkel

We introduce alphabet-permutation (AP) codes, a new family of error-correcting codes defined by iteratively applying random coordinate-wise permutations to a fixed initial word. A special case recovers random additive codes and random…

信息论 · 计算机科学 2025-05-12 Sergey Komech , Jonathan Mosheiff

In this paper, we propose several constructions of Locally Recoverable Codes from elliptic surfaces. In particular, we are able to obtain codes with availability $t>2$, codes with hierarchical locality and, finally, codes which combine…

信息论 · 计算机科学 2026-05-28 Elena Berardini , Andrea Fornetto

In this work we present a class of locally recoverable codes, i.e. codes where an erasure at a position $P$ of a codeword may be recovered from the knowledge of the entries in the positions of a recovery set $R_P$. The codes in the class…

信息论 · 计算机科学 2021-07-29 Cícero Carvalho , Victor G. L. Neumann

In the paper a piecewise constant image approximations of sequential number of pixel clusters or segments are treated. A majorizing of optimal approximation sequence by hierarchical sequence of image approximations is studied. Transition…

计算机视觉与模式识别 · 计算机科学 2014-06-03 M. Kharinov