Top-k Dominating Queries, in Parallel, in Memory
Author(s) -
Sean Chester,
Orestis Gkorgkas,
Kjetil Nørvåg
Publication year - 2016
Language(s) - English
DOI - 10.5441/002/edbt.2016.93
Top-k dominating queries return the k points that are better than the largest number of other points. Current methods for answering them focus on indexed data and sequential algorithms. To exploit modern-day parallelism and obtain order-of-magnitude improvements in execution time, we introduce three algorithms, the respective strengths and potential of which are revealed experimentally.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom