2021
DOI: 10.48550/arxiv.2102.01724
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On the Power of False Negative Awareness in Indicator-based Caching Systems

Abstract: Distributed caching systems such as content distribution networks often advertise their content via lightweight approximate indicators (e.g., Bloom filters) to efficiently inform clients where each datum is likely cached. While false-positive indications are necessary and well understood, most existing works assume no false-negative indications. Our work illustrates practical scenarios where false-negatives are unavoidable and ignoring them has a significant impact on system performance. Specifically, we focus… Show more

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