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 satellite networks (e.g.%2C Starlink) offer a more cost-effective solution for increasing edge clouds%2C and hence large volumes of data in edge clouds can be transferred to a core cloud via those networks for time-sensitive big data tasks processing%2C such as attack detection. However%2C the state-of-the-art satellite selection algorithms bring poor performance for those processing via our measurements. Therefore%2C we propose a novel data volume aware satellite selection algorithm%2C named DVA%2C to support such big data processing tasks. DVA first takes into account both the data size in edge clouds and satellite capacity to finalize the selection%2C thereby preventing congestion in the access network and reducing transmitting duration. Extensive simulations validate that DVA has a significantly lower average access network duration than the state-of-the-art satellite selection algorithms in a LEO satellite emulation platform.?quality=80&w=800)
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