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Limits: Requires OS/runtime integration and sufficiently predictable access patterns; aggressive prefetch can waste bandwidth.</property:Applicability>
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OS-only prefetchers see block streams but not application intent; demand I/O can also block useful prefetches.

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Canonical title: CrossPrefetch: Accelerating I/O Prefetching for Modern Storage
Question: How can I/O prefetching exploit runtime semantics and remain effective for shared files and remote storage?
Context: OS-only prefetchers see block streams but not application intent; demand I/O can also block useful prefetches.
Method: CrossPrefetch exports runtime state to the OS, separates demand/prefetch paths, tracks fine-grained indices for shared files, and adapts prediction aggressiveness.
Evaluation: workloads=microbenchmarks; macrobenchmarks; real workloads; local and remote storage; baselines=existing OS/runtime prefetchers; metrics=I/O throughput; prefetch accuracy; demand interference; results=1.22–3.7x I/O throughput
Interpretation: Cross-layer semantic hints and isolation between speculative and demand traffic are jointly necessary.
Reusable lesson: Expose application intent to lower layers and prevent speculative work from delaying demand work.
Applicability: Data-intensive runtimes over local or remote file systems.
Limits: Requires OS/runtime integration and sufficiently predictable access patterns; aggressive prefetch can waste bandwidth.</property:Evidence_note>
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Question: How can I/O prefetching exploit runtime semantics and remain effective for shared files and remote storage?
Context: OS-only prefetchers see block streams but not application intent; demand I/O can also block useful prefetches.
Method: CrossPrefetch exports runtime state to the OS, separates demand/prefetch paths, tracks fine-grained indices for shared files, and adapts prediction aggressiveness.
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Interpretation: Cross-layer semantic hints and isolation between speculative and demand traffic are jointly necessary.
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Applicability: Data-intensive runtimes over local or remote file systems.
Limits: Requires OS/runtime integration and sufficiently predictable access patterns; aggressive prefetch can waste bandwidth.</property:Evidence_note>
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