[HiCache] Supports Indexer layout for NSATokenToKVPoolHost#19912
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…e_first_direct) Cherry-picked from: - 254d3ce [HiCache] Supports Indexer layout for NSATokenToKVPoolHost (sgl-project#19912) - 8787cf4 Fix the scope of io_backend in NSATokenToKVPoolHost (sgl-project#20327) These are prerequisites for the NSA L3 storage PR.
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Motivation
Indexer supports layout, preparing for zero-copy to enable HicacheStorage's support for NSA.
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Accuracy Tests
Benchmarking and Profiling
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