Soft Error Tolerant Count Min Sketches
نویسندگان
چکیده
The estimation of the frequency elements on a set is needed in wide range computing applications. For example, to estimate number hits that video gets or packets network flow. In some cases, very large and it not practical maintain table with exact count for each them. Instead, simpler more efficient data structures, commonly referred as sketches, provide an are used. Among those structures Count Min Sketch (CMS) one most popular sketches. CMS provides estimates have sided errors. detail, returns equal larger than actual value. An update check requires small constant memory accesses footprint fixed does depend elements. relies several arrays counters stored memory. Memories prone suffer soft errors flip contents cells due example ionizing radiation. Therefore, interest study impact can propose protection techniques minimize their effect while requiring low overhead terms additional circuitry. To best our knowledge this has been done before. article, first evaluated by injecting Then, second part technique require bits presented compared using parity bit. last extended protect also against double adjacent bit
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ژورنال
عنوان ژورنال: IEEE Transactions on Computers
سال: 2021
ISSN: ['1557-9956', '2326-3814', '0018-9340']
DOI: https://doi.org/10.1109/tc.2020.2987890