Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: MVPipe: Enabling Lightweight Updates and Fast Convergence in
  Hierarchical Heavy Hitter Detection   Finding hierarchical heavy hitters (HHHs) (i.e., hierarchical aggregates with
exceptionally huge amounts of traffic) is critical to network management, yet
it is often challenged by the requirements of fast packet processing, real-time
and accurate detection, as well as resource efficiency. Existing HHH detection
schemes either incur expensive packet updates for multiple aggregation levels
in the IP address hierarchy, or need to process sufficient packets to converge
to the required detection accuracy. We present MVPipe, an invertible sketch
that achieves both lightweight updates and fast convergence in HHH detection.
MVPipe builds on the skewness property of IP traffic to process packets via a
pipeline of majority voting executions, such that most packets can be updated
for only one or few aggregation levels in the IP address hierarchy. We show how
MVPipe can be feasibly deployed in P4-based programmable switches subject to
limited switch resources. We also theoretically analyze the accuracy and
coverage properties of MVPipe. Evaluation with real-world Internet traces shows
that MVPipe achieves high accuracy, high throughput, and fast convergence
compared to six state-of-the-art HHH detection schemes. It also incurs low
resource overhead in the Barefoot Tofino switch deployment.

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The categories of this paper are: astro-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: hep-ph
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The categories of this paper are: hep-ex
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The categories of this paper are: math
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The categories of this paper are: nucl-ex
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The categories of this paper are: adap-org
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The categories of this paper are: hep-lat
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The categories of this paper are: mtrl-th
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The categories of this paper are: chao-dyn
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The categories of this paper are: supr-con
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The categories of this paper are: hep-th
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The categories of this paper are: quant-ph
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The categories of this paper are: plasm-ph
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The categories of this paper are: econ
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The categories of this paper are: chem-ph