On the Efficiency of Selective Search


Hafizoglu F., Kucukoglu E. C. , ALTINGÖVDE İ. S.

39th European Conference on Information Retrieval Research (ECIR), Aberdeen, İngiltere, 8 - 13 Nisan 2017, cilt.10193, ss.705-712 identifier identifier

  • Cilt numarası: 10193
  • Doi Numarası: 10.1007/978-3-319-56608-5_69
  • Basıldığı Şehir: Aberdeen
  • Basıldığı Ülke: İngiltere
  • Sayfa Sayıları: ss.705-712

Özet

Our work shows that the query latency for selective search over a topically partitioned collection can be reduced by up to 55%. We achieve this by physically storing the documents in each topical cluster across all shards and building a cluster-skipping index at each shard. Our approach also achieves uniform load balance among the shards.