{"product_id":"processing-large-remote-sensing-image-united-u-s-department-of-the-interior-9781288745883","title":"Processing Large Remote Sensing Image Data Sets on Beowulf Clusters: Open-File Report 2003-216","description":"High-performance computing is often concerned with the speed at which floating- point calculations can be performed. The architectures of many parallel computers and\/or their network topologies are based on these investigations. Often, benchmarks resulting from these investigations are compiled with little regard to how a large dataset would move about in these systems. This part of the Beowulf study addresses that concern by looking at specific applications software and system-level modifications. Applications include an implementation of a smoothing filter for time-series data, a parallel implementation of the decision tree algorithm used in the Landcover Characterization project, a parallel Kriging algorithm used to fit point data collected in the field on invasive species to a regular grid, and modifications to the Beowulf project's resampling algorithm to handle larger, higher resolution datasets at a national scale. Systems-level investigations include a feasibility study on Flat Neighborhood Networks and modifications of that concept with Parallel File Systems.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e United U. S. Department of the Interior,Daniel R. Steinwand\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1288745885\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781288745883\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bibliogov\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/11\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 30\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.16lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.69h x 7.44w x 0.06d","brand":"United U. S. Department of the Interior","offers":[{"title":"Paperback","offer_id":47611371684095,"sku":"9781288745883","price":15.75,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_654afabe-5478-49e3-8768-e4c1c9593317.jpg?v=1764513458","url":"https:\/\/www.whiterainbookhouse.com\/products\/processing-large-remote-sensing-image-united-u-s-department-of-the-interior-9781288745883","provider":"WR Book House","version":"1.0","type":"link"}