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Add Prefetching and Read-Ahead Mechanism  #19

@Anthony4m

Description

@Anthony4m

Description:
Anticipate future page accesses and load them into the buffer pool proactively.
Tasks:

  • Analyze query patterns for sequential or index-based access.
  • Implement prefetching logic for anticipated page reads.
  • Test prefetching on workloads with sequential scans.

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