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Yafay, Erman; Altingovde, Ismail Sengor
{
"DOI": "10.1145/3357384.3358154",
"abstract": "We propose to use a score cache, which stores the score of the k.th result of a query, to accelerate top-k query processing with dynamic pruning methods (i.e., WAND and BMW). We introduce heuristics that, for a new query, generate its subsets and probe the score cache to obtain a lower-bound on its score threshold. Our experiments show up to 8.6% savings in mean processing time for the queries that are not seen before, i.e., cannot benefit from a result cache.",
"author": [
{
"family": "Yafay",
"given": " Erman"
},
{
"family": "Altingovde",
"given": " Ismail Sengor"
}
],
"id": "72473",
"issued": {
"date-parts": [
[
2019,
1,
1
]
]
},
"title": "Caching Scores for Faster Query Processing with Dynamic Pruning in Search Engines",
"type": "paper-conference"
}
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