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I/O-efficient data structures for non-overlapping indexing

Hooshmand, Sahar; Abedin, Paniz; Kulekci, M. Oguzhan; Thankachan, Sharma V.


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{
  "DOI": "10.1016/j.tcs.2020.12.006", 
  "abstract": "The non-overlapping indexing problem is defined as follows: pre-process a given text T[1, n] of length n into a data structure such that whenever a pattern P [1, m] comes as an input, we can efficiently report the largest set of non-overlapping occurrences of P in T. The best-known solution is by Cohen and Porat [ISAAC 2009]. The size of their structure is O (n) words and the query time is optimal O (m + nocc), where nocc is the output size. Later, Ganguly et al. [CPM 2015 and Algorithmica 2020] proposed a compressed space solution. We study this problem in the cache-oblivious model and present a new data structure of size O (n log n) words. It can answer queries in optimal O (m/B + log(B) n + nocc/B) I/O operations, where B is the block size. The space can be improved to O (n log(M/B) n) in the cache-aware model, where M is the size of main memory. Additionally, we study a generalization of this problem with an additional range [s, e] constraint. Here the task is to report the largest set of non-overlapping occurrences of P in T, that are within the range [s, e]. We present an O (n log(2) n) space data structure in the cache-aware model that can answer queries in optimal O (m/B + log(B) n + nocc([s,e]) B ) I/O operations, where nocc([s,e]) is the output size.", 
  "author": [
    {
      "family": "Hooshmand", 
      "given": " Sahar"
    }, 
    {
      "family": "Abedin", 
      "given": " Paniz"
    }, 
    {
      "family": "Kulekci", 
      "given": " M. Oguzhan"
    }, 
    {
      "family": "Thankachan", 
      "given": " Sharma V."
    }
  ], 
  "container_title": "THEORETICAL COMPUTER SCIENCE", 
  "id": "237248", 
  "issued": {
    "date-parts": [
      [
        2021, 
        1, 
        1
      ]
    ]
  }, 
  "page": "1-7", 
  "title": "I/O-efficient data structures for non-overlapping indexing", 
  "type": "article-journal", 
  "volume": "857"
}
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