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. 2020 Apr 8;27(4):485–499. doi: 10.1089/cmb.2019.0322

Table 5.

Query Time and Resident Memory for Mantis Using the Minimum Spanning Tree-Based Representation for Color Information and the Original Mantis (Using Ramen, Ramen, Rao-Compressed Color Classes) Over 10,000 Experiments

  Mantis with MST
Mantis
Index load+query Query Space Index load+query Query Space
10 Transcripts 1 minute 10 seconds 0.3 seconds 118 GB 32 minutes 59 seconds 0.5 seconds 290 GB
100 Transcripts 1 minute 17 seconds 8 seconds 119 GB 34 minutes 33 seconds 11 seconds 290 GB
1000 Transcripts 2 minute 29 seconds 79 seconds 120 GB 46 minutes 4 seconds 80 seconds 290 GB

The “query” column provides just the time taken to execute all queries (as would be required if the index was already loaded in e.g., a server-based search tool). Note that, in resident memory usage for the MST-based representation, the counting quotient filter always dominates the total required memory.