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Hash tables are one of the most fundamental data structures in computer science, in both theory and practice. They are especially useful in external memory, where their query performance approaches the ideal cost of just one disk access.…

数据结构与算法 · 计算机科学 2008-11-20 Zhewei Wei , Ke Yi , Qin Zhang

Benefiting from its superior feature learning capabilities and efficiency, deep hashing has achieved remarkable success in large-scale image retrieval. Recent studies have demonstrated the vulnerability of deep hashing models to backdoor…

计算机视觉与模式识别 · 计算机科学 2025-10-10 Ziqi Zhou , Menghao Deng , Yufei Song , Hangtao Zhang , Wei Wan , Shengshan Hu , Minghui Li , Leo Yu Zhang , Dezhong Yao

Consistent range-hashing is a technique used in distributed systems, either directly or as a subroutine for consistent hashing, commonly to realize an even and stable data distribution over a variable number of resources. We introduce…

数据结构与算法 · 计算机科学 2024-02-28 Charles Masson , Homin K. Lee

We present jump consistent hash, a fast, minimal memory, consistent hash algorithm that can be expressed in about 5 lines of code. In comparison to the algorithm of Karger et al., jump consistent hash requires no storage, is faster, and…

数据结构与算法 · 计算机科学 2014-06-10 John Lamping , Eric Veach

Hash tables are an essential data-structure for numerous networking applications (e.g., connection tracking, firewalls, network address translators). Among these, cuckoo hash tables provide excellent performance by allowing lookups to be…

网络与互联网体系结构 · 计算机科学 2017-12-29 Nicolas Le Scouarnec

Supervised hashing aims to map the original features to compact binary codes that are able to preserve label based similarity in the Hamming space. Non-linear hash functions have demonstrated the advantage over linear ones due to their…

计算机视觉与模式识别 · 计算机科学 2016-11-17 Guosheng Lin , Chunhua Shen , Qinfeng Shi , Anton van den Hengel , David Suter

In this paper we present a lock-free version of Hopscotch Hashing. Hopscotch Hashing is an open addressing algorithm originally proposed by Herlihy, Shavit, and Tzafrir, which is known for fast performance and excellent cache locality. The…

分布式、并行与集群计算 · 计算机科学 2019-11-11 Robert Kelly , Barak A. Pearlmutter , Phil Maguire

In recent years, information retrieval algorithms have taken center stage for extracting important data in ever larger datasets. Advances in hardware technology have lead to the increasingly wide spread use of flash storage devices. Such…

数据库 · 计算机科学 2012-11-20 Tyler Clemons , S. M. Faisal , Shirish Tatikonda , Charu Aggarawl , Srinivasan Parthasarathy

Byte-addressable persistent memory (PM) brings hash tables the potential of low latency, cheap persistence and instant recovery. The recent advent of Intel Optane DC Persistent Memory Modules (DCPMM) further accelerates this trend. Many new…

数据库 · 计算机科学 2020-10-30 Baotong Lu , Xiangpeng Hao , Tianzheng Wang , Eric Lo

A direct adaptive feedforward control method for tracking repeatable runout (RRO) in bit patterned media recording (BPMR) hard disk drives (HDD) is proposed. The technique estimates the system parameters and the residual RRO simultaneously…

系统与控制 · 计算机科学 2016-05-03 Jinwen Pan , Prateek Shah , Roberto Horowitz

A Perfect Hash Function (PHF) is a hash function that has no collisions on a given input set. PHFs can be used for space efficient storage of data in an array, or for determining a compact representative of each object in the set. In this…

数据结构与算法 · 计算机科学 2022-11-09 Hans-Peter Lehmann , Peter Sanders , Stefan Walzer

Because of their occasional need to return to shallow points in a search tree, existing backtracking methods can sometimes erase meaningful progress toward solving a search problem. In this paper, we present a method by which backtrack…

人工智能 · 计算机科学 2008-02-03 M. L. Ginsberg

Toward robust malware detection, we explore the attack surface of existing malware detection systems. We conduct root-cause analyses of the practical binary-level black-box adversarial malware examples. Additionally, we uncover the…

机器学习 · 计算机科学 2023-10-06 Ahmed Abusnaina , Yizhen Wang , Sunpreet Arora , Ke Wang , Mihai Christodorescu , David Mohaisen

Many promising applications of quantum computing with a provable speedup center around the HHL algorithm. Due to restrictions on the hardware and its significant demand on qubits and gates in known implementations, its execution is…

This paper presents new approaches for finding the determinant and inverse of a matrix. The choice of pivot selection is kept arbitrary and can be made according to the users need. So the ill conditioned matrices can be handled easily. The…

This article presents a new algorithm to find MDS matrices that are well suited for use as a diffusion layer in lightweight block ciphers. Using an recursive construction, it is possible to obtain matrices with a very compact description.…

密码学与安全 · 计算机科学 2013-05-16 Daniel Augot , Matthieu Finiasz

We present a new method to accelerate the HITS algorithm by exploiting hyperlink structure of the web graph. The proposed algorithm extends the idea of authority and hub scores from HITS by introducing two diagonal matrices which contain…

信息检索 · 计算机科学 2009-09-04 Andri Mirzal , Masashi Furukawa

Although promising, existing defenses against query-based attacks share a common limitation: they offer increased robustness against attacks at the price of a considerable accuracy drop on clean samples. In this work, we show how to…

计算机视觉与模式识别 · 计算机科学 2024-10-24 Pascal Zimmer , Sébastien Andreina , Giorgia Azzurra Marson , Ghassan Karame

An important function in modern routers and switches is to perform a lookup for a key. Hash-based methods, and in particular cuckoo hash tables, are popular for such lookup operations, but for large structures stored in off-chip memory,…

数据结构与算法 · 计算机科学 2017-09-15 Salvatore Pontarelli , Pedro Reviriego , Michael Mitzenmacher

While disk encryption is suitable for use in most situations where confidentiality of disks is required, stronger guarantees are required in situations where adversaries may employ coercive tactics to gain access to cryptographic keys.…

密码学与安全 · 计算机科学 2021-10-12 Kyle Fredrickson , Austen Barker , Darrell D. E. Long