Fast and accurate mining of correlated heavy hitters
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DOI: 10.1007/s10618-017-0526-x
Abstract: The problem of mining correlated heavy hitters (CHH) from a two-dimensional data stream has been introduced recently, and a deterministic algorithm based on the use of the Misra–Gries algorithm has been proposed by Lahiri et… read more here.
Keywords: accurate mining; mining; mining correlated; fast accurate ... See more keywords
Load Balancing for Stateful Forwarding by Mitigating Heavy Hitters: A Case for Multi-Threaded NDN Software Routers
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DOI: 10.1109/access.2020.3018555
Abstract: Equal load balancing for dispatching incoming packets to multiple threads is a crucial requirement in the stateful forwarding of multi-threaded software routers to achieve high-speed forwarding and low packet loss simultaneously. However, equal load balancing… read more here.
Keywords: stateful forwarding; load balancing; heavy hitters; multi threaded ... See more keywords
Deterministic, Fast and Accurate Solution of the Heavy Hitters q-Tail Latencies Problem
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DOI: 10.1109/access.2022.3212393
Abstract: The heavy hitters $q$ -tail latencies problem has been introduced recently. This problem, framed in the context of data stream monitoring, requires approximating the quantiles of the heavy hitters items of an input stream whose… read more here.
Keywords: problem; heavy hitters; latencies problem; hitters tail ... See more keywords