The indexSize is too large

After upgraded to 5.0.23 from 4.4,the indexSize increased very much,even larger than sotrageSize,is that a Bug and how can I do with it?

how big is the index before upgrade?

Between 14 and 20GB, the Avg indexSize is about 16GB.

And I resharded the collection after upgrade.