Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: TraceTracker: Hardware/Software Co-Evaluation for Large-Scale I/O
  Workload Reconstruction   Block traces are widely used for system studies, model verifications, and
design analyses in both industry and academia. While such traces include
detailed block access patterns, existing trace-driven research unfortunately
often fails to find true-north due to a lack of runtime contexts such as user
idle periods and system delays, which are fundamentally linked to the
characteristics of target storage hardware. In this work, we propose
TraceTracker, a novel hardware/software co-evaluation method that allows users
to reuse a broad range of the existing block traces by keeping most their
execution contexts and user scenarios while adjusting them with new system
information. Specifically, our TraceTracker's software evaluation model can
infer CPU burst times and user idle periods from old storage traces, whereas
its hardware evaluation method remasters the storage traces by interoperating
the inferred time information, and updates all inter-arrival times by making
them aware of the target storage system. We apply the proposed co-evaluation
model to 577 traces, which were collected by servers from different
institutions and locations a decade ago, and revive the traces on a
high-performance flash-based storage array. The evaluation results reveal that
the accuracy of the execution contexts reconstructed by TraceTracker is on
average 99% and 96% with regard to the frequency of idle operations and the
total idle periods, respectively.

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The categories of this paper are: hep-lat
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The categories of this paper are: hep-ex
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The categories of this paper are: cond-mat
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The categories of this paper are: cmp-lg
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The categories of this paper are: comp-gas
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The categories of this paper are: nucl-th
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The categories of this paper are: adap-org
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The categories of this paper are: solv-int
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The categories of this paper are: hep-ph
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The categories of this paper are: math
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The categories of this paper are: nlin
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The categories of this paper are: hep-th
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The categories of this paper are: q-fin
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The categories of this paper are: q-alg
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The categories of this paper are: stat
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The categories of this paper are: patt-sol