Item description for Data Stream Load Shedding - Dynamically Managing Channel Capacity by Amit Ahuja...
A data stream being transmitted over a network channel with capacity less than the data transmission rate of the data stream causes sequential network problems. In this book, we present a new approach for shedding less-informative attribute data from a data stream to maintain the data transmission rate less than the network channel capacity. A scheme for shedding attributes, instead of tuples, becomes imperative in stream data, since shedding a complete tuple would lead to shedding some informative, as well as less-informative, attribute data in the tuple. Since data shed at the source site may be of interest to the user at the destination site, we design a data recovery approach, which maintains the minimal amount of information for data recovery purpose while imposing minimal overhead for data recovery on the source site. Our load shedding and data recovery approach (i) handles wide range of data streams in different application domains, (ii) is dynamic in nature, since each load shedding scheme adjusts the amount of data to be shed according to the current load and network capacity, and (iii) is adoptive, which is appealing in an ever-changing network environment, and (iv) is not based on queries, but works on general data streams instead. The book is addressed to professionals in Digital Telecommunications, Streaming Data, Computer Networking, and Databases. It is also directed towards researchers in Data compression, Lossy Data Reduction, and Congestion Control.
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Est. Packaging Dimensions: Length: 9.53" Width: 6.54" Height: 0.47" Weight: 0.62 lbs.
Release Date Jan 22, 2008
Publisher VDM Verlag Dr. Mueller e.K.
ISBN 3836437783 ISBN13 9783836437783
Availability 72 units. Availability accurate as of May 26, 2017 04:04.
Usually ships within one to two business days from La Vergne, TN.
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