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Join optimization in Druid case study : TPCH-11
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Join optimization (tpch 11)
1.
2.
3.
4.
join (partsupp +
supplier + nation)
5.
join (partsupp +
supplier + nation) group-by query
6.
join (partsupp +
supplier + nation) join (partsupp + supplier + nation) group-by query
7.
join (partsupp +
supplier + nation) timeseries query join (partsupp + supplier + nation) group-by query
8.
join (partsupp +
supplier + nation) join (partsupp + supplier + nation) group-by query timeseries query non-equi join
9.
10.
join (nation +
supplier + partsupp)
11.
join (nation +
supplier + partsupp) applying broadcast join
12.
join (nation +
supplier + partsupp) applying broadcast join get all values from nation
13.
join (nation +
supplier + partsupp) build bloom filter for supplier
14.
join (nation +
supplier + partsupp) build bloom filter for supplier broadcast join with bloom filter
15.
join ((nation +
supplier) + partsupp)
16.
join ((nation +
supplier) + partsupp) no columns in nation or supplier
17.
applying semi-join no columns
in nation or supplier join ((nation + supplier) + partsupp)
18.
join ((nation +
supplier) + partsupp) applying semi-join no columns in nation to supplier embed values from (nation + supplier) to partsupp
19.
another join (nation
+ supplier + partsupp)
20.
another join (nation
+ supplier + partsupp) same with the other part
21.
non-equi join
22.
non-equi join cross join
23.
non-equi join cross join
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