Transactions seem like a hard problem for scheduling, wonder how the authors got this to work in the original paper?

As described in our VLDB paper (https://www.vldb.org/pvldb/vol17/p2694-cheng.pdf), we had to implement a number of optimizations and integrate scheduling with CC to get good performance.