Traffic Measurement for Big Network Data (Wireless Networks) by Shigang Chen,Min Chen,Qingjun Xiao

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By Shigang Chen,Min Chen,Qingjun Xiao

This booklet provides numerous compact and quickly equipment for on-line site visitors size of massive community information. It describes demanding situations of on-line site visitors size, discusses the country of the sphere, and gives an summary of the capability suggestions to significant problems.
The authors introduce the matter of per-flow measurement size for giant community facts and current a quick and scalable counter structure, referred to as Counter Tree, which leverages a two-dimensional counter sharing scheme to accomplish much better reminiscence potency and considerably expand estimation range. 
Unlike conventional techniques to cardinality estimation difficulties that allocate a separated info constitution (called estimator) for every circulate, this ebook takes a special layout course through viewing the entire flows jointly as a complete: every one circulation is allotted with a digital estimator, and those digital estimators percentage a typical reminiscence area. A framework of digital estimators is designed to use the assumption of sharing to an array of cardinality estimation ideas, attaining much better reminiscence potency than the simplest current work. 
To finish, the authors talk about power unfold estimation in high-speed networks. they provide a compact info constitution referred to as multi-virtual bitmap, that may estimate the cardinality of the intersection of an arbitrary variety of units. utilizing multi-virtual bitmaps, an implementation which may convey excessive estimation accuracy below a truly tight reminiscence house is presented. 
The result of those experiments will shock either execs within the box and advanced-level scholars drawn to the subject. by means of supplying either an summary and the result of particular experiments, this publication comes in handy for these new to on-line site visitors size and specialists at the topic.

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The Smart Woman's E-books > Internet Networking > Traffic Measurement for Big Network Data (Wireless Networks) by Shigang Chen,Min Chen,Qingjun Xiao
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