Query Execution Times

Latency Results - Graph

Latency Results - Table

Query 24 27 31 37 40 46 73 82
Spark Vanilla Mean (s) 64,722 41,355 63,833 22,986 40,914 40,218 29,334 23,717
Std Dev (s) 15,131 6,256 10,183 1,641 6,224 4,352 1,192 0,652
SafeSpark-SGX Mean (s) 99,124 84,523 122,322 89,134 97,342 93,29 69,122 97,235
Std Dev (s) 5,712 2,139 4,127 3,424 4,012 2,287 2,31 4,124
SafeSpark-OPE Mean (s) 74,313 52,56 99,854 60,414 63,132 55,126 38,21 67,827
Std Dev (s) 8,568 5,913 5,137 4,237 6,003 4,811 3,104 5,9
SafeSpark-DET Mean (s) 72,972 51,278 82,226 55,15 62,181 47,151 37,67 56,584
Std Dev (s) 7,093 3,755 3,247 2,706 4,153 2,179 3,468 2,257

Latency Results - Overheads

Query 24 27 31 37 40 46 73 82
SafeSpark-SGX 1,53 2,04 1,92 3,88 2,38 2,32 2,36 4,1
SafeSpark-OPE 1,15 1,27 1,56 2,63 1,54 1,37 1,3 2,86
SafeSpark-DET 1,13 1,24 1,29 2,4 1,52 1,17 1,28 2,39