A couple of articles about distributed transactions and scalability:
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Online Event Processing Achieving consistency where distributed transactions have failed [link]
written by Martin Kleppmann [twitter], Alastair R. Beresford [twitter], and Boerge Svingen [twitter]
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Life beyond Distributed Transactions: an Apostate’s Opinion [link]
written by Pat Helland [twitter]