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Selection: Peres:Y [1 article] 

Publications by author Peres:Y.
 

Tractable near-optimal policies for crawling

  
Proceedings of the National Academy of Sciences, Vol. 115, No. 32. (07 August 2018), pp. 8099-8103, https://doi.org/10.1073/pnas.1801519115

Abstract

[Significance] We present a tractable algorithm that provides a near-optimal solution to the crawling problem, a fundamental challenge at the heart of web search: Given a large quantity of distributed and dynamic web content, what pages do we choose to update a local cache with the goal of serving up-to-date pages to client requests? Solving this optimization requires identifying the best set of pages to refresh given popularity rates and change rates—an intractable problem in the general case. To overcome this intractability, ...

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