Potpourri The context for this question is the same as the p…

Written by Anonymous on May 2, 2026 in Uncategorized with no comments.

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Pоtpоurri The cоntext for this question is the sаme аs the previous question. You аre working on a large financial data system. This system contains a complete view of trades ingested from various exchanges. The primary feature is a read heavy, highly detailed dashboard that shows all open positions, and offers various search filters for analyzing relevant trades. The system’s data is updated in batches via intraday SFTP files delivered every 5-30 minutes, depending on the exchange. Assumptions and Considerations:  Each dashboard request may need to consult the full corpus of data  A partial answer may be considered unsafe  The system uses full replication on each node  b) [2 points] Suppose instead of waiting for the intraday files to see new trades in batches, the system starts to receive updates about all trades in real time. The dashboard should still display all the same information but now have access to real time trade data.   In 1-2 bullets, explain why full replication becomes a bottleneck for this shift in workload. Be specific about what must happen on each write operation.  

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