He described the company's overall approach to such arrangements as "a woo and a sue" strategy, depending on whether companies want to pay for content or scrape it without permission. "We have what you might call a woo and a sue strategy," he said. "We'll woo you. We'd like you to be our partner. But if you're stealing our stuff, we are going to sue you. So there'll be a discount for those who hand themselves in, and there'll be a penalty for those that resist."
The commit protocol in the paper actually starts simple: clients send log records straight to Pending Update (PU) queues. But the problem with this naive direct-write approach is that if the client crashes mid-commit, only some records might make it to the queue, and this breaks atomicity. To fix this issue, the paper proposes an Atomicity protocol: clients first dump all logs plus a final “commit” token into a private ATOMIC queue, then push everything to the public PU queues. This guarantees all-or-nothing transactions, but it’s pricey, since every extra SQS message adds up. At $2.90 per 1,000 transactions, it’s almost twenty times the $0.15 of the naive direct-write approach. So here, consistency comes at a literal monetary cost!
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