From: Evaluating partitioning and bucketing strategies for Hive-based Big Data Warehousing systems
SF = 30 | SF = 100 | SF = 30 | SF = 100 | |||||
---|---|---|---|---|---|---|---|---|
HIVE | PRESTO | |||||||
SS | SS-B | SS | SS-B | SS | SS-B | SS | SS-B | |
Q1.1 | 25 | 23 | 31 | 29 | 5 | 7 | 13 | 14 |
Q1.2 | 24 | 23 | 29 | 30 | 5 | 7 | 13 | 13 |
Q1.3 | 24 | 23 | 29 | 30 | 4 | 6 | 13 | 13 |
Q2.1 | 32 | 33 | 47 | 59 | 8 | 11 | 19 | 26 |
Q2.2 | 31 | 32 | 46 | 51 | 7 | 11 | 18 | 23 |
Q2.3 | 30 | 30 | 44 | 54 | 7 | 10 | 17 | 22 |
Q3.1 | 35 | 35 | 59 | 64 | 8 | 12 | 29 | 30 |
Q3.2 | 30 | 30 | 45 | 46 | 6 | 8 | 17 | 19 |
Q3.3 | 33 | 34 | 219 | 224 | 5 | 8 | 15 | 18 |
Q3.4 | 34 | 32 | 222 | 225 | 6 | 7 | 15 | 18 |
Q4.1 | 38 | 39 | 86 | 100 | 13 | 19 | 43 | 47 |
Q4.2 | 49 | 50 | 70 | 70 | 9 | 14 | 26 | 33 |
Q4.3 | 34 | 35 | 54 | 65 | 8 | 13 | 23 | 29 |
Total | 420 | 421 | 982 | 1047 | 92 | 133 | 262 | 305 |
Diff. | 0% | 7% | 44% | 16% |
SF = 30 | SF = 100 | SF = 30 | SF = 100 | |||||
---|---|---|---|---|---|---|---|---|
HIVE | PRESTO | |||||||
DT | DT-B | DT | DT-B | DT | DT-B | DT | DT-B | |
Q1.1 | 24 | 23 | 29 | 31 | 5 | 5 | 13 | 15 |
Q1.2 | 24 | 23 | 29 | 30 | 5 | 6 | 14 | 15 |
Q1.3 | 23 | 23 | 30 | 30 | 5 | 5 | 14 | 15 |
Q2.1 | 25 | 26 | 36 | 42 | 4 | 6 | 10 | 14 |
Q2.2 | 36 | 35 | 73 | 69 | 4 | 5 | 10 | 12 |
Q2.3 | 25 | 23 | 35 | 34 | 4 | 4 | 10 | 10 |
Q3.1 | 28 | 27 | 40 | 45 | 5 | 5 | 12 | 13 |
Q3.2 | 28 | 27 | 41 | 44 | 5 | 5 | 12 | 12 |
Q3.3 | 25 | 24 | 38 | 35 | 4 | 4 | 9 | 10 |
Q3.4 | 25 | 25 | 38 | 42 | 5 | 5 | 12 | 12 |
Q4.1 | 27 | 27 | 41 | 44 | 6 | 7 | 14 | 16 |
Q4.2 | 29 | 29 | 42 | 46 | 6 | 6 | 14 | 17 |
Q4.3 | 29 | 29 | 42 | 47 | 5 | 6 | 12 | 17 |
Total | 349 | 342 | 516 | 539 | 63 | 71 | 155 | 178 |
Diff. | − 2% | 5% | 14% | 15% |